Astral Codex Ten

Events: T

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Events: T

Named parties, readings, programs, and event series. This section collects the T slice of the category index.

Reference Index

Use the title to open the reference entry. Use the caret to expand a compact inline dossier with source context, issue trail, related pages, and outbound links.

TED talk3 mentions across 3 issues

TED talk is a recurring event in the Astral Codex Ten archive, appearing 3 times across 3 issues between April 14, 2021 and April 14, 2025. The archive places it in contexts such as "Octavio Sanchez stumbled upon the TED talk where Romer discussed charter cities"; "you can watch her TED talk here"; "if it can, it probably takes more than one TED talk". It most often appears alongside Manhattan, Silicon Valley, Adraste.

Article page
TED talk
Mention count
3
Issue count
3
First seen
April 14, 2021
Last seen
April 14, 2025
Outbound links
Issue trail
Related pages
Source context
Prospectus On Próspera
April 14, 2021 · Original source
In 2009, Honduras' leftist-ish President Manuel Zelaya proposed a referendum to change the Constitution, which his opponents interpreted as a plot to remove term limits and rule indefinitely. The Supreme Court ruled against him, Zelaya ordered the military to assist in holding the referendum anyway, and the military held a coup instead. They appointed the next person in the line of succession the interim president, then held tense elections which were partially boycotted by Zelaya supporters and of debated legitimacy. Conservative candidate Porfirio Lobo Sosa won and became president. Lobo's chief of staff Octavio Sanchez stumbled upon the TED talk where Romer discussed charter cities and invited him to Honduras for negotiations.
Book Review: The Scout Mindset
September 29, 2021 · Original source
Galef admits she’s a little behind the curve on this one. Books on rationality and overcoming cognitive biases were big ten years ago (Thinking Fast And Slow, Predictably Irrational, The Black Swan, etc). Nowadays “smiling TED-talk-circuit celebrity wants to help you improve your thinking!” is more likely to elicit groans than breathless anticipation. And that isn’t the least accurate description of Julia (you can watch her TED talk here).
Inline links: here
Here Scout Mindset reaches an impasse. It’s trying to train you in rationality. But it acknowledges that this is closely allied with making you a good person. And that can’t be trained - or, if it can, it probably takes more than one TED talk. So what do you do?
Open Thread 377
April 14, 2025 · Original source
We wanted people to question p-hacked psychology studies and TED talk experts telling them the Nine Ways That Science Proves Merit Is Fake. So we punctured some windbag experts, then woke up one day with an anti-vaxxer in HHS and half the country thinking insulin is a globohomo conspiracy - or whatever it is they’re saying on X now [...]
TOGETHER Trial3 mentions across 3 issues

TOGETHER Trial is a recurring event in the Astral Codex Ten archive, appearing 3 times across 3 issues between November 17, 2021 and December 22, 2021. The archive places it in contexts such as "TOGETHER Trial: Speaking of big RCTs"; ""confounding by time in the Together Trial is not significant""; "specifically comment on [ López-Medina , Together Trial ]". It most often appears alongside COVID, ivermectin, ivermectin.

Article page
TOGETHER Trial
Mention count
3
Issue count
3
First seen
November 17, 2021
Last seen
December 22, 2021
Outbound links
Issue trail
Related pages
Source context
Ivermectin: Much More Than You Wanted To Know
November 17, 2021 · Original source
95% of ivermectin patients got negative PCRs at some time point, compared to 75% of controls, p = 0.004. I am pretty suspicious of this study, not least because it comes from Egypt which has an awful reputation for fake studies, and it returns extreme results that I wouldn’t expect even if ivermectin was actually a wonder drug. But I cannot find any particular thing wrong with it, nor did anyone else I looked at, so I will grudgingly let it stand. Krolewiecki et al: Another Argentine study. This one is a real RCT. 30 patients received ivermectin, 15 were the control group (no placebo, again). Primary outcome was difference in viral load on day 5. The trend favored ivermectin but it was not statistically significant, although they were able to make it statistically significant if they looked at a subset of higher-IVM-plasma-concentration patients. They did not find any difference in clinical outcomes. A pro-ivermectin person could point out that in the subgroup with the highest ivermectin concentrations, the drug seemed to work. A skeptic could point out that this is exactly the kind of subgroup slicing that you are not supposed to do without pre-registering it, which I don’t think this team did. I agree with the skeptic. Vallejos et al: Another Argentine study. It’s big (250 people in each arm). It’s an RCT. It tries to define a primary outcome (“Primary outcome: the trial ended when the last patient who was included achieved the end of study visit”), but that’s not what “primary outcome” means, and they don’t offer an alternative. Other outcomes: no difference in PCR on days 3 or 12. Hospitalization is nonsignificantly better in the ivermectin group (14 vs. 21, p = 0.2), but death is nonsigificantly better in the placebo group (3 vs. 4, p = 0.7). This isn’t even the kind of nonsignificant that might contribute to an exciting meta-analysis later. This is just a pure null result. I cannot find any problem with this study, and neither can anyone else I checked. This is the biggest RCT we’ve seen so far, so we should take it seriously. TOGETHER Trial: Speaking of big RCTs… This one hasn’t been published yet. There’s a video of a talk about it, but I am not going to watch it, because it is a video, so I am getting information secondhand from eg here. Apparently, it compares 677 people (!) randomized to ivermectin to 678 people randomized to placebo. 86 ivermectin patients ended up in the hospital compared to 95 placebo patients, p-value not significant. This was a really big professional trial done by bigshot researchers from a major Canadian university, and the medical establishment is taking it much more seriously than any of these others. When it comes out, it will probably get published in a top journal. When discussing Lopez-Medina, I wrote: When people say things like “sure, a lot of small studies show good results for ivermectin, but the bigger and more professional trials don’t”, this is one of the two big professional trials they’re talking about. This is the other one. Not coincidentally, it’s also the other trial that ivmmeta.com has a warning letter underneath telling you to disregard. Their main concern is that instead of truly randomizing patients to ivermectin vs. placebo, they did a time-dependent randomization that meant during some weeks more patients were getting one or the other. This is a problem because the trial takes place in Brazil, where different variants were more common at different times. Here’s their image: On the one hand, I have immense contempt for ivmmeta for letting all those other awful studies pass and then pulling out all the stops to try to nitpick this one. I have no idea if their proposed randomization failure really happened. And no doubt the reason they’re even able to investigate this is that this study is really careful and transparent - most of them don’t tell you anything about their randomization method. I would be shocked if other studies don’t have all these problems and worse. On the other hand, the point isn’t to be fair, it’s to be right. And this is a potential confounder. Not a huge one. But a potential one. I guess all we can do is try to bound the damage. Even if the confounding is 100% real and bad, there’s no way to make this study consistent with the crazy super-pro-ivermectin results of studies like Espitia-Hernandez and Aref. And even if we deny any confounding, we see the same slight pro-ivermectin trend - 86 hospitalizations vs. 95 - that we’ve seen in so many other studies. Nothing is going to make me believe that this isn’t in the top 33% of studies we’ve been looking at, so let’s add it as grist for the meta-analysis (though maybe not quite as much grist as its vast size indicates) and move on, angrily. Buonfrate et al: An Italian RCT. Patients were randomized into low-dose ivermectin (32), placebo (29), or high-dose ivermectin (32). Primary outcome was viral load on day 7. There was no significant difference (average of 2 in ivermectin groups, 2.2 in placebo group). They admit that they failed to reach the planned sample size, but did a calculation to show that even if they had, the trial could not have returned a positive result. Clinically, an average of 2 patients were hospitalized in each of the ivermectin arms, compared to 0 in the placebo arm - which bucks our previously-very-constant pro-ivermectin trend. Mayer et al: Not an RCT. Patients in an Argentine province were offered the opportunity to try ivermectin; 3266 said yes and become the experimental group, 17966 said no and became the control group. There were many obvious differences between the groups, but they all seemed to handicap ivermectin. There was a nonsignificant trend toward less hospitalization and significantly less mortality (1.5% vs. 2.1%, p = 0.03). While looking into this study, I learned the term “immortal time bias”. This means a period in between selection for the study and the beginning of study recording where patient outcomes are not counted. I think the problem here is that if you signed up for the system on Day X, and if you got sick before they could give you ivermectin, you were in the control group. See this Twitter thread, I have not confirmed everything he says. This only hardens my resolve to stay away from non-RCTs. Borody et al: Our last paper! …is it a paper? I can’t find it published anywhere. It mostly seems to be on news sites. Doesn’t look peer-reviewed. And it starts with “Note that views expressed in this opinion article are the writer’s personal views”. Whatever. 600 Australians were treated with ivermectin, doxycycline, and zinc. The article compares this to an “equivalent control group” made of “contemporary infected subjects in Australia obtained from published Covid Tracking Data”; this is not how you control group, @#!% you. Then it gets excited about the fact that most patients had better symptoms at the end of the ten-day study period than the beginning (untreated COVID resolves in about ten days). Why are these people wasting my time with this? Let’s move on. The Analysis If we remove all fraudulent and methodologically unsound studies from the table above, we end up with this: Gideon Meyerowitz-Katz, who investigated many of the studies above for fraud, tried a similar exercise. I learned about his halfway through, couldn’t help seeing it briefly, but tried to avoid remembering it or using it when generating mine (also, I did take the result of his fraud investigations into account), so they should be considered not quite independent efforts. His looks like this: He nixed Chowdhury, Babaloba, Ghauri, Faisal, and Aref, but kept Szenta Fonseca, Biber (?), and Mayer. There was correlation of 0.45, which I guess is okay. I asked him about his decision-making, and he listed a combination of serious statistical errors and small red flags adding up. I was pretty uncomfortable with most of these studies myself, so I will err on the side of severity, and remove all studies that either I or Meyerowitz-Katz disliked. We end up with the following short list: We’ve gone from 29 studies to 11, getting rid of 18 along the way. For the record, we eliminated 2/19 for fraud, 1/19 for severe preregistration violations, 10 for methodological problems, and 6 because Meyerowitz-Katz was suspicious of them. …but honestly this table still looks pretty good for ivermectin, doesn’t it? Still lots of big green boxes. Meyerowitz-Katz accuses ivmmeta of cherry-picking what statistic to use for their forest plot. That is, if a study measures ten outcomes, they sometimes take the most pro-ivermectin outcome. Ivmmeta.com counters that they used a consistent and reasonable (if complicated) process for choosing their outcome of focus, that being: If studies report multiple kinds of effects then the most serious outcome is used in calculations for that study. For example, if effects for mortality and cases are both reported, the effect for mortality is used, this may be different to the effect that a study focused on. If symptomatic results are reported at multiple times, we used the latest time, for example if mortality results are provided at 14 days and 28 days, the results at 28 days are used. Mortality alone is preferred over combined outcomes. Outcomes with zero events in both arms were not used (the next most serious outcome is used — no studies were excluded). For example, in low-risk populations with no mortality, a reduction in mortality with treatment is not possible, however a reduction in hospitalization, for example, is still valuable. Clinical outcome is considered more important than PCR testing status. When basically all patients recover in both treatment and control groups, preference for viral clearance and recovery is given to results mid-recovery where available (after most or all patients have recovered there is no room for an effective treatment to do better). If only individual symptom data is available, the most serious symptom has priority, for example difficulty breathing or low SpO2 is more important than cough. I’m having trouble judging this, partly because Meyerowitz-Katz says ivmmeta has corrected some earlier mistakes, and partly because there really is some reasonable debate over how to judge studies with lots of complicated endpoints. By this point I had completely forgotten what ivmmeta did, so I independently coded all 11 remaining studies following something in between my best understanding of their procedure and what I considered common sense. The only exception was that when the most severe outcome was measured in something other than patients (ie average number of virus copies per patient), I defaulted to one that was measured in patients instead, to keep everything with the same denominator. My results mostly matched ivmmeta’s, with one or two exceptions that I think are within the scope of argument or related to my minor deviations from their protocol. Placebo vs. ivermectin groups sometimes differed in size, which I’ve adjusted for and rounded off. Probably I’m forgetting some reason I can’t just do simple summary statistics to this, but whatever. It is p = 0.15, not significant. This is maybe unfair, because there aren’t a lot of deaths in the sample, so by focusing on death rather than more common outcomes we’re pointlessly throwing away sample size. What happens if I unprincipledly pick whatever I think the most reasonable outcome to use from each study is? I’ve chosen “most reasonable” as a balance between “is the most severe” and “has a lot of data points”: Now it’s p = 0.04, seemingly significant, but I had to make some unprincipled decisions to get there. I don’t think I specifically replaced negative findings with positive ones, but I can’t prove that even to myself, let alone to you. [UPDATE 5/31/22: A reader writes in to tell me that the t-test I used above is overly simplistic. A Dersimonian-Laird test is more appropriate for meta-analysis, and would have given 0.03 and 0.005 on the first and second analysis, where I got 0.15 and 0.04. This significantly strengthens the apparent benefit of ivermectin from ‘debatable’ to ‘clear’. I discuss some reasons below why I am not convinced by this apparent benefit.] (how come I’m finding a bunch of things on the edge of significance, but the original ivmmeta site found a lot of extremely significant things? Because they combined ratios, such that “one death in placebo, zero in ivermectin” looked like a nigh-infinite benefit for ivermectin, whereas I’m combining raw numbers. Possibly my way is statistically illegitimate for some reason, but I’m just trying to get a rough estimate of how convinced to be) So we are stuck somewhere between “nonsignificant trend in favor” and “maybe-significant trend in favor, after throwing out some best practices”. This is normally where I would compare my results to those of other meta-analyses made by real professionals. But when I look at them, they all include studies later found to be fake, like Elgazzar, and unsurprisingly come up with wildly positive conclusions. There are about six in this category. One of them later revised their results to exclude Elgazzar and still found strong efficacy for ivermectin, but they still included Niaee and some other dubious studies. The only meta-analysis that doesn’t make these mistakes is Popp (a Cochrane review), which is from before Elgazzar was found to be fraudulent, but coincidentally excludes it for other reasons. It also excludes a lot of good studies like Mahmud and Ravakirti because they give patients other things like HCQ and azithromycin - I chose to include them, because I don’t think they either work or have especially bad side effects, so they’re basically placebo - but Cochrane is always harsh like this. They end up with a point estimate where ivermectin cuts mortality by 40% - but say the confidence intervals are too wide to draw any conclusion. I think this basically agrees with my analyses above - the trends really are in ivermectin’s favor, but once you eliminate all the questionable studies there are too few studies left to have enough statistical power to reach significance. Except that everyone is still focusing on deaths and hospitalizations just because they’re flashy. Mahmud et al, which everyone agrees is a great study, found that ivermectin decreased days until clinical recovery, p = 0.003? So what do you do? This is one of the toughest questions in medicine. It comes up again and again. You have some drug. You read some studies. Again and again, more people are surviving (or avoiding complications) when they get the drug. It’s a pattern strong enough to common-sensically notice. But there isn’t an undeniable, unbreachable fortress of evidence. The drug is really safe and doesn’t have a lot of side effects. So do you give it to your patients? Do you take it yourself? Here this question is especially tough, because, uh, if you say anything in favor of ivermectin you will be cast out of civilization and thrown into the circle of social hell reserved for Klan members and 1/6 insurrectionists. All the health officials in the world will shout “horse dewormer!” at you and compare you to Josef Mengele. But good doctors aren’t supposed to care about such things. Your only goal is to save your patient. Nothing else matters. I am telling you that Mahmud et al is a good study and it got p = 0.003 in favor of ivermectin. You can take the blue pill, and stay a decent respectable member of society. Or you can take the horse dewormer pill, and see where you end up. In a second, I’ll tell you my answer. But you won’t always have me to answer questions like this, and it might be morally edifying to observe your thought process in situations like this. So take a second, and meet me on the other side of the next section heading. … … … … … The Synthesis Hopefully you learned something interesting about yourself there. But my answer is: worms! As several doctors and researchers have pointed out (h/t especially Avi Bitterman and David Boulware), the most impressive studies come from places that are teeming with worms. Mahmud from Bangladesh, Ravakirti from East India, Lopez-Medina from Colombia, etc. Here’s the prevalence of roundworm infections by country (source). But alongside roundworms, there are threadworms, hookworms, blood flukes, liver flukes, nematodes, trematodes, all sorts of worms. Add them all up and somewhere between half and a quarter of people in the developing world have at least one parasitic worm in their body. Being full of worms may impact your ability to fight coronavirus. Gluchowska et al write: Helminth [ie worm] infections are among the most common infectious diseases. Bradbury et al. highlight the possible negative interactions between helminth infection and COVID-19 severity in helminth-endemic regions and note that alterations in the gut microbiome associated with helminth infection appear to have systemic immunomodulatory effects. It has also been proposed that helminth co-infection may increase the morbidity and mortality of COVID-19, because the immune system cannot efficiently respond to the virus; in addition, vaccines will be less effective for these patients, but treatment and prevention of helminth infections might reduce the negative effect of COVID-19. During millennia of parasite-host coevolution helminths evolved mechanisms suppressing the host immune responses, which may mitigate vaccine efficacy and increase severity of other infectious diseases. Treatment of worm infections might reduce the negative effect of COVID-19! And ivermectin is a deworming drug! You can see where this is going… The most relevant species of worm here is the roundworm Strongyloides stercoralis. Among the commonest treatments for COVID-19 is corticosteroids, a type of immunosuppresant drug. The types of immune responses it suppresses do more harm than good in coronavirus, so turning them off limits collateral damage and makes patients better on net. But these are also the types of immune responses that control Strongyloides. If you turn them off even very briefly, the worms multiply out of control, you get what’s called “Strongyloides hyperinfection”, and pretty often you die. According to the WHO: The current COVID-19 pandemic serves to highlight the risk of using systemic corticosteroids and, to a lesser extent, other immunosuppressive therapy, in populations with significant risk of underlying strongyloidiasis. Cases of strongyloidiasis hyperinfection in the setting of corticosteroid use as COVID-19 therapy have been described and draw attention to the necessity of addressing the risk of iatrogenic strongyloidiasis hyperinfection syndrome in infected individuals prior to corticosteroid administration. Although this has gained importance in the midst of a pandemic where corticosteroids are one of few therapies shown to improve mortality, its relevance is much broader given that corticosteroids and other immunosuppressive therapies have become increasingly common in treatment of chronic diseases (e.g. asthma or certain rheumatologic conditions). So you need to “address the risk” of strongyloides infection during COVID treatment in roundworm-endemic areas. And how might you address this, WHO? Treatment of chronic strongyloidiasis with ivermectin 200 µg/kg per day orally x 1-2 days is considered safe with potential contraindications including possible Loa loa infection (endemic in West and Central Africa), pregnancy, and weight <15kg. Given ivermectin’s safety profile, the United States has utilized presumptive treatment with ivermectin for strongyloidiasis in refugees resettling from endemic areas, and both Canada and the European Centre for Disease Prevention and Control have issued guidance on presumptive treatment to avoid hyperinfection in at risk populations. Screening and treatment, or where not available, addition of ivermectin to mass drug administration programs should be studied and considered. This is serious and common enough that, if you’re not going to screen for it, it might be worth “add[ing] ivermectin to mass drug administration programs” in affected areas! Dr. Avi Bitterman carries the hypothesis to the finish line: First two images are with all relevant studies; second two are a sensitivity analysis that removes some of the most dubious. The good ivermectin trials in areas with low Strongyloides prevalence, like Vallejos in Argentina, are mostly negative. The good ivermectin trials in areas with high Strongyloides prevalence, like Mahmud in Bangladesh, are mostly positive. Worms can’t explain the viral positivity outcomes (ie PCR), but Dr. Bitterman suggests that once you remove low quality trials and worm-related results, the rest looks like simple publication bias: This is still just a possibility. Maybe I’m over-focusing too hard on a couple positive results and this will all turn out to be nothing. Or who knows, maybe ivermectin does work against COVID a little - although it would have to be very little, fading to not at all in temperate worm-free countries. But this theory feels right to me. It feels right to me because it’s the most troll-ish possible solution. Everybody was wrong! The people who called it a miracle drug against COVID were wrong. The people who dismissed all the studies because they F@#king Love Science were wrong. Ivmmeta.com was wrong. Gideon Meyerowitz-Katz was…well, he was right, actually, I got the worm-related meta-analysis graphic above from his Twitter timeline. Still, an excellent troll. Also, the best part is that I ignorantly asked, in my description of Mahmud et al above: And it was! It was a fluke! A literal, physical, fluke! For my whole life, God has been placing terrible puns in my path to irritate me, and this would be the worst one ever! So it has to be true! The Scientific Takeaway About ten years ago, when the replication crisis started, we learned a certain set of tools for examining studies. Check for selection bias. Distrust “adjusting for confounders”. Check for p-hacking and forking paths. Make teams preregister their analyses. Do forest plots to find publication bias. Stop accepting p-values of 0.049. Wait for replications. Trust reviews and meta-analyses, instead of individual small studies. These were good tools. Having them was infinitely better than not having them. But even in 2014, I was writing about how many bad studies seemed to slip through the cracks even when we pushed this toolbox to its limits. We needed new tools. I think the methods that Meyerowitz-Katz, Sheldrake, Heathers, Brown, Lawrence and others brought to the limelight this year are some of the new tools we were waiting for. Part of this new toolset is to check for fraud. About 10 - 15% of the seemingly-good studies on ivermectin ended up extremely suspicious for fraud. Elgazzar, Carvallo, Niaee, Cadegiani, Samaha. There are ways to check for this even when you don’t have the raw data. Like: The Carlisle-Stouffer-Fisher method: Check some large group of comparisons, usually the Table 1 of an RCT where they compare the demographic characteristics of the control and experimental groups, for reasonable p-values. Real data will have p-values all over the map; one in every ten comparisons will have a p-value of 0.1 or less. Fakers seem bad at this and usually give everything a nice safe p-value like 0.8 or 0.9.
Inline links: Krolewiecki et al:, Vallejos et al:, TOGETHER Trial:, here, https://substackcdn.com/image/fetch/$s_!7X0m!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F1f65fd44-58b9-4489-a934-02a5a7330499_706x768.png, Buonfrate et al:, Mayer et al:, immortal time bias, this Twitter thread, Borody et al:, https://substackcdn.com/image/fetch/$s_!Wpjs!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F2d8a451b-b1fc-44e5-ae67-b1506e491762_914x657.png, https://substackcdn.com/image/fetch/$s_!DOjA!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F17d5827a-38da-4a99-beb3-c3018df5c633_920x604.png, https://substackcdn.com/image/fetch/$s_!GX1n!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Fc692fec8-a450-4579-b337-c72bec060970_912x298.png, https://substackcdn.com/image/fetch/$s_!YcH4!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Ff36db98e-e653-44da-906c-20312b1689a3_468x205.png, https://substackcdn.com/image/fetch/$s_!jbcL!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Fd189a844-daf2-4199-bb2e-830d4fc64415_468x206.png, later revised their results to exclude Elgazzar, Popp, https://substackcdn.com/image/fetch/$s_!2B6r!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F505c5ac4-3fe8-47a4-8505-dab80601b44d_416x198.png, Avi Bitterman, David Boulware, https://substackcdn.com/image/fetch/$s_!JWWh!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Fac9e4f34-f9cc-40f2-9d83-da4e7178fad7_772x330.png, source, Gluchowska et al, the WHO, carries, https://substackcdn.com/image/fetch/$s_!xExE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F5da21781-249c-4e59-b616-9f23d83cc044_2048x1184.jpeg, https://substackcdn.com/image/fetch/$s_!4SMr!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Fdcd6e4b2-37f7-4602-93d5-2581c3b27a60_700x432.png, https://substackcdn.com/image/fetch/$s_!-6n2!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F7fd6e8f4-093e-4e02-bce7-363615146c9c_2228x1346.jpeg, https://substackcdn.com/image/fetch/$s_!CPZs!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Fb0425847-198a-4bd3-a63b-149f15d147ba_700x432.png, https://substackcdn.com/image/fetch/$s_!H3rK!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F9972491b-25b0-4c06-8aca-86fce102ae63_666x147.png, even in 2014, The Carlisle-Stouffer-Fisher method
Highlights From The Comments On Ivermectin
November 23, 2021 · Original source
Author disregards the dramatically higher mortality for Gamma vs non-Gamma variants (aHR 4.73 [1.15-19.41] [Zavascki]), instead concluding that higher mortality indicates fraud in one instance, while in another instance assuming that the related confounding by time in the Together Trial is not significant.
Inline links: Zavascki
Author is concerned that we specifically comment on [López-Medina, Together Trial]. We note that it has been others that have focused on these trials — we comment on them because they have received special attention, including being held up as sole evidence overriding all other trials, despite having major issues.
Inline links: López-Medina, Together Trial
The TOGETHER trial was a very large and official study that was pessimistic about ivermectin working. We still don’t have the full paper, but ivermectin proponents are skeptical partly because of a possibility that the treatment and control groups entered at different times. This could potentially confound the study since differently-severe variants were entering the country. But James Watson writes:
Inline links: writes
The FDA Has Punted Decisions About Luvox Prescription To The Deepest Recesses Of The Human Soul
December 22, 2021 · Original source
In the midst of all the hype about ivermectin and hydroxychloroquine, scientists put together the giant 4,000-person TOGETHER trial, intended to test all these exciting COVID early treatments. You know what happened next: ivermectin and hydroxychloroquine crashed and burned.
Tokyo Olympics2 mentions across 2 issues

Tokyo Olympics is a recurring event in the Astral Codex Ten archive, appearing 2 times across 2 issues between April 26, 2021 and January 24, 2022. The archive places it in contexts such as "Tokyo Olympics happen on schedule". It most often appears alongside 538, ACX, Biden.

Article page
Tokyo Olympics
Mention count
2
Issue count
2
First seen
April 26, 2021
Last seen
January 24, 2022
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  • 538 2 shared issues
  • ACX 2 shared issues
  • Biden 2 shared issues
  • Bitcoin 2 shared issues
  • BTC 2 shared issues
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Mantic Monday: Predictions For 2021
April 26, 2021 · Original source
US/WORLD 1. Biden approval rating (as per 538) is greater than 50%: 80% 2. Court packing is clearly going to happen (new justices don't have to be appointed by end of year): 5% 3. Yang is New York mayor: 80% 4. Newsom recalled as CA governor: 5% 5. At least $250 million in damage from BLM protests this year: 30% 6. Significant capital gains tax hike (above 30% for highest bracket): 20% 7. Trump is allowed back on Twitter: 20% 8. Tokyo Olympics happen on schedule: 70% 9. Major flare-up (significantly worse than anything in past 5 years) in Russia/Ukraine war: 20% 10. Major flare-up (significantly worse than anything in past 10 years) in Israel/Palestine conflict: 5% 11. Major flare-up (significantly worse than anything in past 50 years) in China/Taiwan conflict: 5% 12. Netanyahu is still Israeli PM: 40% 13. Prospera has at least 1000 residents: 30%
Grading My 2021 Predictions
January 24, 2022 · Original source
1. Biden approval rating (as per 538) is greater than fifty percent: 80% 2. Court packing is clearly going to happen (new justices don't have to be appointed by end of year): 5% 3. Yang is New York mayor: 80% 4. Newsom recalled as CA governor: 5% 5. At least $250 million in damage from BLM protests this year: 30% 6. Significant capital gains tax hike (above 30% for highest bracket): 20% 7. Trump is allowed back on Twitter: 20% 8. Tokyo Olympics happen on schedule: 70% 9. Major flare-up (significantly worse than anything in past 5 years) in Russia/Ukraine war: 20% 10. Major flare-up (significantly worse than anything in past 10 years) in Israel/Palestine conflict: 5% 11. Major flare-up (significantly worse than anything in past 50 years) in China/Taiwan conflict: 5% 12. Netanyahu is still Israeli PM: 40% 13. Prospera has at least 1000 residents: 30%
T-11 mentions across 1 issues

T-1 is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between June 17, 2022 and June 17, 2022. The archive places it in contexts such as "The first tokamak, T-1, did fit on a tabletop". It most often appears alongside Alcator C-Mod, Apollo Program, ARC.

Reference entry
T-1
Mention count
1
Issue count
1
First seen
June 17, 2022
Last seen
June 17, 2022
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Your Book Review: The Future Of Fusion Energy
June 17, 2022 · Original source
Figure 6: The first tokamak, T-1, did fit on a tabletop. Medium fusion experiments have a radius of about 1.5 - 3 m. They require their own facility for all of their support systems, but they typically fit in a single building. One prominent medium experiment is JET [11]. Figure 7: Someone inside JET. They have to wear a protective suit because tritium is nasty stuff. Large fusion experiment means ITER [12], an experiment currently under construction in southern France. ITER has a diameter of over 6 meters. The experiment itself has a five story building. Supporting buildings cover about 100 acres or 0.5 km2. Figure 8: Construction at ITER as of May 2021. ITER We can now answer some of our earlier questions. The reason why progress has stalled is because we did as much as we could do on medium experiments. No country has been willing to provide enough money to build its own large experiment. So the fusion community has been gathering money from all around the world for decades for a single project [13]. ITER is supported by Europe (EU + UK + Switzerland), the US (which withdrew in 1999 and rejoined in 2003 [14]), Russia, Japan, China, South Korea, and India. Figure 9: There are three people in this diagram. Can you find them? ITER is designed to get Q=10. Despite getting 10 times as much energy from fusion as we put into the plasma, ITER is not designed to get engineering breakeven. ITER is designed as an experiment, not as a power plant. There will be tons of measuring devices pointed inwards. There are four different ways to heat the plasma and drive the current. This all allows you to learn more, but it requires extra power and lowers the overall plant efficiency. ITER will be followed by a demonstration power plant, named DEMO [15]. A fully optimized power plant should be able to reach engineering breakeven as long as Q>5. This is why I chose Q=5 as my criterion for ‘getting fusion’. ITER is also testing multiple designs for the tritium breeding blanket. Tritium is expensive and radioactive, so you want to produce it on site. The D-T fusion reaction produces a neutron, which we want to absorb, so we can use it to produce tritium. ‘Breeding' is when we use a neutron to produce a more useful isotope. It is a ‘blanket' because it surrounds the entire plasma, keeping the neutrons from going anywhere else. The best reaction to produce tritium involves lithium-6: 36Li +01n 24He +13T . This reaction also releases energy, which increases the power produced by about 25%. The tritium breeding blanket needs to make this reaction occur as much as possible, to efficiently carry the heat away so it can be used to generate electricity, and to provide a way to extract the tritium produced. ITER is scheduled to begin their first experiments in 2025. Part of why I think that we are about to make rapid progress again is because we are finally getting a large experiment. There have been problems with ITER staying on schedule and under budget. This isn't surprising for a collaboration between governments representing over half the world's population. In 2014, ITER got a new director, recalculated its expected cost, and underwent a major restructuring. Since then, ITER has largely stuck to this schedule and budget. Recently, there has been a 6 month delay because the French nuclear agency did what nuclear regulatory agencies do best, but this has been the longest delay since 2014. It is still possible for ITER to fail. The biggest risk involves disruptions. Sometimes, the plasma in a tokamak becomes unstable and all of the plasma hits the wall at once. This could melt some extremely expensive equipment and take years to repair. If ITER cannot get disruptions under control, then it would be a failed experiment. This is especially challenging because pushing for higher Q makes disruptions more likely. ITER is planning on being extremely cautious: Experiments begin in 2025, but it won't operate at full capacity until 2035. ITER has been the focus of the fusion community now for decades. The Future of Fusion Energy similarly makes ITER the centerpiece of the book. Things. Have. Changed. ITER by itself is not enough to justify the high level of confidence I express at the start. When Parisi & Ball finished writing this book in April 2018, ITER was basically the only game in town. Since then, Things. Have. Changed. Historically, private fusion companies were almost entirely jokes or frauds. They make outlandish claims, use completely different designs so they can't build on the progress of Figure 3, and they can be safely ignored. For example, Lockheed Martin [16] claims that it will take them five years to build a prototype of a fusion power plant that will fit in a truck. They have yet to publish evidence that they have produced a fully ionized plasma. Maybe they're just being secretive, but their design has solid components in the plasma. That won't work. A new generation of private companies have surged into fusion. Leading the charge is Commonwealth Fusion Systems and their tokamak SPARC [17]. Recent advances in high temperature superconductors have been a game changer. They can produce a much stronger magnetic field which allows for better confinement in a smaller experiment. We should now be able to get Q=10 in a medium experiment, which costs ten times less than ITER [18] and is within the reach of private venture capital. Figure 10: Finding the person here is much easier. When the Department of Energy decided to close the third largest plasma experiment in the US, the MIT group which ran it found itself adrift. They founded Commonwealth Fusion Systems in 2018 with a goal of getting fusion within 10 years [19]. Since then, they have built the first ever high temperature superconducting coil in 2019, released their engineering plans for SPARC in 2020, began construction in 2021, and plan on finishing construction in 2025. Commonwealth Fusion had just been founded when Parisi & Ball wrote in 2018. Now they're leading the race to fusion. Several other startups are following SPARC's strategy of using stronger magnetic fields to get fusion in a smaller experiment. They use a variety of designs. Alternative Designs To understand how the alternative designs are different, we need to make sure we understand the basic strategy for getting fusion in a tokamak. Let's run through it again: (A) We want to get lots of fusion reactions … … so we want a large triple product (density * temperature * confinement time). (B) The fusion plasma is too hot to touch solid objects … … so we put it in a magnetic bottle shaped like a doughnut. (C) The particles drift outwards, leaving the bottle … … so we twist the magnetic field with a current in the plasma. I will start with the alternatives that are most similar to a tokamak. For each one, I will list the best experiments that currently exist, where they're located, and the year they began operation. Tokamaks have been better researched than any other strategy. There are currently 10 medium tokamaks: T-10 (Russia, 1975)
Inline links: https://substackcdn.com/image/fetch/$s_!-mJo!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8133323-617f-4c9a-92c2-b0859184ef77_850x623.jpeg, https://substackcdn.com/image/fetch/$s_!DEp_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Fb0c8e44c-275b-4056-93f7-9ed10fb79bd8_1600x987.jpeg, https://substackcdn.com/image/fetch/$s_!RLSc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F4d89bbdd-da25-4297-afd6-871f116f2355_1600x783.jpeg, https://substackcdn.com/image/fetch/$s_!n_7L!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F80bdc472-0b30-4841-8b08-9527c70f16f4_820x369.jpeg
T-101 mentions across 1 issues

T-10 is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between June 17, 2022 and June 17, 2022. The archive places it in contexts such as "T-10 (Russia, 1975)". It most often appears alongside Alcator C-Mod, Apollo Program, ARC.

Reference entry
T-10
Mention count
1
Issue count
1
First seen
June 17, 2022
Last seen
June 17, 2022
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Your Book Review: The Future Of Fusion Energy
June 17, 2022 · Original source
T-10 (Russia, 1975)
Taiping Rebellion1 mentions across 1 issues

Taiping Rebellion is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 06, 2022 and April 06, 2022. The archive places it in contexts such as "Rebels will absolutely rebel even in the absence of domestic and foreign aid, and have done so from the Zealots to the Taiping Rebellion through today". It most often appears alongside 19th century, 21st century, Africa.

Reference entry
Taiping Rebellion
Mention count
1
Issue count
1
First seen
April 06, 2022
Last seen
April 06, 2022
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Highlights From The Comments On Self-Determination
April 06, 2022 · Original source
This ties into a lot of other UR assumptions I can’t argue with in the depth they deserve here. A poor and unfair summary might be: I actually don’t want countries doing as much genocide and repression as they want, and I think historic attempts to pressure them not to do these things have often been successful (though it’s hard to count since we don’t record atrocities that don’t happen). Rebels will absolutely rebel even in the absence of domestic and foreign aid, and have done so from the Zealots to the Taiping Rebellion through today. Moldbug’s claim that the pre-WWI system was good at preventing wars and atrocities is dubious given how many wars and atrocities there were before WWI (I would guess eg more conflict deaths per capita in the 19th century than the 21st, although I know this sort of thing is hard to quantify).
Talk To Filtered Transformer1 mentions across 1 issues

Talk To Filtered Transformer is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between November 28, 2022 and November 28, 2022. The archive places it in contexts such as "Talk To Filtered Transformer (test their model! Give it your custom prompts and completions, and see how violent it thinks they are!)". It most often appears alongside Adversarial Training For High-Stakes Reliability, AI, AI X-Risk Podcast.

Mention count
1
Issue count
1
First seen
November 28, 2022
Last seen
November 28, 2022
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Can This AI Save Teenage Spy Alex Rider From A Terrible Fate?
November 28, 2022 · Original source
— Talk To Filtered Transformer
Inline links: Talk To Filtered Transformer
Talk To Filtered Transformer (test their model! Give it your custom prompts and completions, and see how violent it thinks they are!)
Inline links: Talk To Filtered Transformer
Tarbell Fellowship For AI Journalism1 mentions across 1 issues

Tarbell Fellowship For AI Journalism is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between June 18, 2025 and June 18, 2025. The archive places it in contexts such as "Tarbell Fellowship For AI Journalism No update received, but they have a public website". It most often appears alongside 1DaySooner, Aatu Koskensilta, acanthamoeba keratitis.

Mention count
1
Issue count
1
First seen
June 18, 2025
Last seen
June 18, 2025
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ACX Grants 1-3 Year Updates
June 18, 2025 · Original source
Codebuff, an AI coding startup I probably can’t take full credit for all of this just from giving them $20K in seed funding, but I continue to appreciate everything they do for this community and the world. 35: Further S’s Political Career This person didn’t win their election, but has since pivoted to AI safety and works in a well-regarded AI policy think tank. 36: Seeds Of Science, A Journal Of Non-Traditional Research No update received, but this was a public journal and it is easy to follow their work, see their website and Substack. They published two dozen articles of widely varying quality through 2023 and 2024, then closed in 2025. A remnant of the original vision survives as a science blogging aggregator. This was about my median expectation for this grant, but it was very inexpensive and I decided to take a chance on it anyway. 37: Good Science Project, Working To Improve Federal Science Funding No update received, but they have a public Substack discussing their progress. Their proposals for NIH reform have influenced Congress and made government agencies pay more attention to scientific integrity. 38: Advising Developing Countries On How To Grow Their Economies With our initial ACX grant, we piloted the Growth Teams model in Rwanda, helping the government jumpstart the export-oriented call center (BPO) industry. Since 2022, that effort has contributed to the creation of 2,000 formal jobs and the emergence of some of the country’s largest private employers. We’ve since expanded to Tanzania, Malawi, and the Indian states of Goa and Meghalaya. To refocus the global development discourse on broad-based economic growth, we co-organized the Growth Summit with the Center for Global Development and the Charter Cities Institute, and have published articles in leading outlets including Stanford Social Innovation Review, ProMarket, and the Global Prosperity Institute. Our work has attracted support from Open Philanthropy, Schmidt Futures, and Mulago Foundation, and our advisors now include economists Lant Pritchett, Stefan Dercon, and Kunal Sen. 39: Help Luca De Leo Get Started In AI Safety Research No update received, but Luca now runs the AI safety group at the University of Buenos Aires, Argentina. 40: Typist For Saharon Shelah This was another ACXG+ Grant, funded by an anonymous outside funder and not listed in the original announcement. Saharon is a prolific and influential Israeli mathematician, but many of his discoveries are hand-written in an unpublishable format. This grant funded a typist to help make his results suitable for publication. According to this page, they have made over fifty new papers and preprints available. Second Cohort: One Year Updates 41: Lead-Acid Battery Recycling In Nigeria The Nigeria field research was a major success. We spent most of September doing field research in multiple major cities in Nigeria, and got a good sense of the used lead-acid battery supply chain. This field research served as the foundation for expanding our project, and has been very impactful in shaping our ongoing research. We published our findings from Nigeria, which were shared with Nigerian government regulators and global NGOs working on lead poisoning. The grant also gave us the on-the-ground experience we needed to both fully understand and credibly engage with groups, both in Nigeria and globally, on the ULAB issue. In the meantime, beyond continued research, we’ve also launched a dashboard (trade.leadbatteries.org) for analyzing global lead trade data. Right now, we’re: Launching two studies (one RCT, one environmental analysis) in Nigeria in collaboration with local universities to develop a more rigorous understanding of lead pollution due to low-standard ULAB recycling in Nigeria Collaborating with a non-profit incubator to launch an NGO focused on demand-side solutions Beginning a partnership with a West African environmental regulator to scale cheap air monitoring technology to quickly identify and reduce lead pollution from low-standard smelting If any of this sounds interesting to you, please sign up for our Substack (leadbatteries.substack.com) or send us an email at hugosmith@uchicago.edu! 42: Compensation For Kidney Donors The End Kidney Deaths Act (H.R. 2687 / EKDA) is a groundbreaking ten-year pilot program designed to save lives and reduce healthcare costs. It provides a refundable tax credit of $10,000 per year for five years, a total of $50,000, to living kidney donors who donate to a stranger, helping those who’ve waited the longest on the transplant list. Between 2010 and 2021, 100,000 Americans died while qualified and waiting for a kidney. The EKDA aims to change that trajectory. Within ten years of its passage, up to 100,000 Americans could receive a life-saving living donor kidney which typically lasts twice as long as a deceased donor kidney. This would not only save lives but also save taxpayers up to $37 billion. The legislation has been reintroduced in the House, and we have a committed Republican Senate lead. Now, we need a Democratic Senator to co-lead and help move this bipartisan effort forward. Time is short, and we are racing to pass the bill this Congressional session. 36 organizations already support the EKDA. Join the movement and help end preventable kidney deaths. Visit EndKidneyDeaths.org to help us get to the finish line. Elaine and her org have been working extremely hard on this; you can read a Vox article on their campaign here. If you want to sign up for her email list and get updates any time there is a representative you can contact or meeting you can join in, go here. 43: Genetic Hack To Prevent Suffering In the estimate of multiple team members, the ACX grant was “worth it” - it likely had a counterfactual net positive impact, even though we had to pivot from our initial fast-track plans for developing the precision anti-suffering therapy. We identify three primary streams of value: a) reducing uncertainty in the emerging field through early exploratory research, helping with the identification of dead ends and promising R&D trajectories; b) a wide range of downstream effects (beyond the “raising awareness” cliché), including talent mobilization and rekindled interest in suffering abolitionism as a distinct cause area; and c) certain developments that cannot yet be publicly disclosed. In December 2024, Marcin Kowrygo (Acting CEO & volunteering contributor), David Pearce (Director of Bioethics), Aatu Koskensilta (President), and a few other team members decided to leave The Far Out Initiative. They look forward to collaborating and applying their experience to advance the suffering abolitionist lineage in the spirit of open science, public good, and thoughtfully decentralized governance. Feel free to reach out to us at suffab at protonmail dot com to discuss collaboration opportunities! I wrote a post profiling the Far Out Initiative here. Unfortunately there were some internal disagreements, and the people ACX Grants was closest to left the organization. I plan to continue to monitor whatever they do next. 44: Advocate For Pandemic Response Team At FDA This team prefers has asked me not to discuss their progress publicly, but you can probably guess what their lives are like right now, and your guess would be correct. 45: Anti-Mosquito Drones We developed a cheap sonar that is able to detect, track and classify the ultrasonic echoes of mosquito wings at more than three meters. I believe it’s a world first! We also have control algorithms that take the sonar data and output control commands that both ram into mosquitoes and avoid the walls of a simulated environment. Our current work is on integrating both components on a real drone, and we expect to be able to kill mosquitoes by June. We’ve also made an internal impact study (napkin-sized) that shows we’ll be more cost-effective than ITNs in urban to periurban environments. So, we’re super excited with what comes next and can’t wait to share the videos of our first interceptions! More information [in the video below] and on our website, https://tornyol.com 46: Tarbell Fellowship For AI Journalism No update received, but they have a public website. I can’t find the Voices program in particular, but the overall fellowship completed their first class of seven fellows and is working on their second. 47: Germicidal UV Lamp Study The research has successfully demonstrated the ability of off the shelf ozone scrubbers to mitigate the ozone production of far-UVC lamps, is now available as a preprint (https://chemrxiv.org/engage/chemrxiv/article-details/67e4cde76dde43c9084d88b7). The paper has been submitted for publication and is currently undergoing peer review. Any ideas you have for potential funders we can approach to help execute our six-year plan to accelerate far-UVC would be appreciated https://blueprintbiosecurity.org/introducing-project-air/ 48: Technological Solutions To Animal Welfare Challenges Directly because of Innovate Animal Ag's work, the first U.S. egg producer publicly announced in the New York Times their adoption of in-ovo sexing technology, eliminating the need to cull day-old male chicks. The initial in-ovo sexing machine began operating in the U.S. at the end of 2024, with the first eggs from these hens expected on shelves in mid-2025. External evaluations estimate our work accelerated U.S. adoption of this technology by over seven years, meaning that once fully implemented, more than 2 billion chicks will have been spared. In addition to continuing to support the rollout of in-ovo sexing in the US and globally, we're now exploring other technologies and paths to impact. Current promising projects include developing humane slaughter methods for fish and advocating for USDA approval of a poultry vaccine against bird flu. They add: If you ever meet folks that are interested animal welfare and are partial to more technocratic and practical solutions, please continue to pass them our way, or connect them directly to me. 49: Assurance Contract Website www.Spartacus.app is an ACX grantee that created a platform to help solve coordination and collective action problems. It enables the creation of campaigns that build critical mass through conditional commitments, which only activate when a sufficient number of people join, converting risk and uncertainty into a higher probability of successful outcomes. They are currently facilitating several projects that leverage conditional commitments, including a dominant assurance contract interface for fashion pop-ups, accelerating a community business association's membership drive, and helping an AI safety organization organize petitions and events, among others. They have pivoted from an emphasis on high-stakes coordination problems requiring anonymity (because they occur too infrequently) to a broader range of more common use cases and have successfully run small-scale campaigns, but are still working toward product-market fit. Despite resource constraints and split time commitments that have impeded faster progress, they remain dedicated to the project's growth and success. You can follow its progress on X or Substack, or email Jordan directly here. 50: Cause Prioritization @ Center For Exploratory Altruism Research Moderately good progress on a salt reduction policy advocacy project we funded; informal commitments have been made by the Ministry of Health, and we're awaiting the publication of a formal administrative order. The official description sounds maximally generic, but this is an EA charity with a broad mandate whose current thesis is that dietary guidelines in developing countries can have outsized effects in saving lives. They’re making some progress on a salt reduction campaign in a developing country they prefer not to name publicly. 51: Mark Webb Studying Land Reform The purpose of this project was to identify specific farmland that could be acquired and transferred to the farmers already working the land. This has been difficult to achieve. I have been able to connect with other charities and landless farmers, and was able to interview a number of people about what their situation looks like, as well as what it would look like to them personally if they owned, rather than rented, their farmland. All this was immensely helpful in pushing this long-term project forward, even if I was unable to identify a specific plot of land that could be used to try the experiment. I intend to continue this project. If you have any insights or connections, I am interested. 52: More AI Advocacy In Australia Good Ancestors is focused on AI safety policy in Australia. Middle powers might be a useful path to influence as the US and China focus on racing, rather than safety. The ACX grant helped us give testimony about AI safety to the Australian Senate alongside Google, Microsoft and Facebook (We were the only nonprofit to give oral evidence to the inquiry. We also engaged government on other AI-related issues, including cybersecurity, biosecurity, consumer law and automated decision making (https://www.goodancestors.org.au/ai-safety). We’re currently working to inform voters about where parties stand on AI safety for the election, ahead of engaging on a likely Australian AI Act in 2025 (https://www.australiansforaisafety.com.au/). This is the same Australian lobbying organization we founded in Year 1, after a change in name and leadership. I continue to be excited about AI safety in middle-tier countries for a few reasons. First, these countries have some power in international organizations to set international standards. Second, companies will usually comply with any not-excessively-burdensome regulation set by any country with a significant market. Third, AI safety is underfunded by the standard of government programs, so Australia setting up a national AI Safety Institute would significantly expand the field. It’s kind of crazy that ACX Grants tier levels of money can have significant effects at this scale, but GA continues to do a great job and we continue to be proud to support them. 53: Campus For African School Of Economics At Zanzibar Charter City The ACX grant helped launch the first research center at the African School of Economics-Zanzibar, which is a main anchor of the Fumba Town charter city project in Zanzibar. This research center is called the Africa Urban Lab (AUL), focused on rapid urbanization across Africa. The AUL launched its first Diploma program in Urban Development with 38 students in our first cohort (now graduated!), including mayors, and deputy mayor, a director of a national Ministry of urban development, and many others. We published our research framing papers for the AUL's research agenda. We raised funding to launch an Urban Expansion Program that's now selecting 15 African cities to support in implementing urban expansion planning on the urban periphery. We held two Public Talks by renowned cities scholars and practitioners. We received additional funding from Emergent Ventures and from the Templeton Foundation. And we've partnered with 8 universities across the region, and with one of these universities (Ardhi) we'll be working with them to update their urban planning and urban economics curriculum (amplifying AUL's impact beyond our own organization). A longer update from end of 2024 is here: https://www.aul.city/blog/reflecting-on-africa-urban-lab-s-inaugural-year-2024-highlights) 54: Online Training Program For Health Workers In Developing Countries To date, over 11,000 health workers in Nigeria have completed our course on basic, life-saving newborn care. ACX funding was catalytic for helping us secure government approvals and complete an evaluation of the impact of our training on health workers' clinical practices. The evaluation shows that birth attendants provide better birth care after taking the course. We fed the evaluation results into an updated model, which suggests the program is 24 times more cost-effective than direct cash transfers (a widely recognized benchmark for cost-effectiveness). The program is likely to become even more cost-effective as we scale up. https://healthlearn.org/blog/updated-impact-model 55: Smartphone Pupillometry To Diagnose Neurological Conditions We have continued to expand our work in the smartphone pupillometry space and the development of our application, PupilScreen (https://www.apertur.ai/). We have expanded our pilot/research program to include new sites across the United States (Missouri, New Jersey, Kentucky, USAC racing, PitFit driver performance training in Indiana) and the world (Nepal, Taiwan, South Africa). We continue to publish at the leading edge of the pupillometry literature as well looking at concussion (https://neuro.jmir.org/2024/1/e58398 and https://pubmed.ncbi.nlm.nih.gov/39682632/), cerebral vasospasm (https://pubmed.ncbi.nlm.nih.gov/39128501/), and stroke (https://pubmed.ncbi.nlm.nih.gov/39674431/ and https://pubmed.ncbi.nlm.nih.gov/39561861/). Currently, we are raising a $3 million seed round via a SAFE to fund the expansion of our work into the hands of healthcare workers and the general public. We will first focus on traumatic brain injury for clinical use and develop a neuro-monitoring wellness application utilizing our technology for the general public. They add: “We would welcome connections to anyone that you think might be interested in supporting our work further by investing in our $3M seed round of funding.” 56: Mike Saint-Antoine’s Biology Tutorial Videos Since getting the grant, I've continued to make Youtube tutorials as planned. One series that I'm especially proud of is about how to make a neural network in the Julia programming language completely from scratch, with no imports, up to the point of being able to solve MNIST (https://www.youtube.com/playlist?list=PLWVKUEZ25V97tNULapu07DhWv6_W4NfpE). Also, a college student in Pakistan came across my videos and invited me to give a virtual Zoom-lecture to her department, so I ended up teaching a 6-hour "Python-for-Biologists" workshop to more than a hundred college students in Pakistan over Zoom. So that was pretty awesome. Also, lately I've been teaching some in-person classes too, mostly at Fractal University in NYC, and I also recently organized a day-long, in-person Beginner Python class for people in my local area (Philly suburbs) who wanted to learn some basic programming. I'm having a lot of fun with this project, and am grateful to Scott and the grant funders for their generosity! 57: Conceptual Boundaries Workshop On AI Safety The workshop was completed successfully; you can read a writeup here. 58: Apart Research To Incubate AI Safety Scientists No update received, but they have a public website, and you can see their impact metrics here. They seem to be in urgent need of more funding. 59: Primer On How To Achieve Political Change No update received and I can’t find anything about this. 60: Research IVF Clinic Success Rates We've built a predictive model that estimates the odds of having a child at different IVF clinics across the country while controlling for factors like patient age and infertility differences that can falsely make some clinics look better than others. We found that an average patient can increase their odds of having a kid by 43% just by going to a top 10% clinic. Patients unlucky enough to go to a bottom 10% clinic will reduce their odds of having a kid by 40%. Next month, we're adding several more clinics, 2023 data, additional procedural controls, and donor/gestational carrier models, which should push our accuracy beyond state-of-the-art models in this space and better isolate clinic impact on patient outcomes. We've launched ivf.clinic, a website where patients can access personalized IVF reports and browse our clinic rankings (though we're still squashing some bugs). Currently, we're expanding our research to include comprehensive insurance coverage and pricing data across clinics nationwide. If anyone has insights on automating the collection of IVF clinic pricing information, I'd love to hear from you at scelarek@gmail.com. 61: Replicate Study On Brain Wave Synchronization For Speeding Learning We have acquired and configured the OpenBCI UltraCortex Mark IV 8-channel EEG headset and a clinical-grade Biosemi 32-channel EEG system. We’ve implemented the required components for the experimental pipeline (computing alpha from EEG, flashing bright white light, presenting stimulus images). We are currently putting them together into a single system that we’ll use to collect the data from several participants. We are aiming to gather data on several participants in late June / early July and complete the pilot of the replication in July 2025. If you’d like to be a participant in the study, [they might announce a link once they have it]. 62: Advocate Repeal Of Interstate Runaway Compact No update received and I can’t find anything about this. 63: Animal Welfare (Especially Fish) In Turkiye Future For Fish asks companies to sign up to FFF's fish welfare commitment, which requires producers to certify their facilities and enforce specific standards for stocking density and harvest. Luckyfish, İlknak, Divan (35 restaurants, 17 hotels) and NG Hotels (5 hotels) have signed and published FFF's fish welfare commitment with İlknak publishing the commitment on their website. Kılıç published its first sustainability report detailing fish welfare policies, including enforcing a maximum stocking density of 10 kg/m³ and confirmation of electrical stunning practices. Longer version with some caveats: https://manifund.org/projects/improving-fish-w From the longer document, these commitments involve things like reducing overcrowding, or stunning fish before killing them. Over 30 million fish were affected just from their single largest commitment, and they say 100 fish are helped per dollar spent. 64: More Georgism Advocacy Lars and Will used the 2021 grant to co-found ValueBase. Will remained with the company, and Lars left to do advocacy work at the Center For Land Economics. Here’s their summary of how things are going: [Our] organization transitioned leadership with Greg Miller, a former Program Analyst at the US Department of Housing and Urban Development, and Lars Doucet, author of Land is A Big Deal and Co-Founder of Valuebase, working full time and Joe Caissie stepping aside. This transition happened naturally as the next career transition for each respective person. Since then, progress has been made on pushing forward legislation. Maryland had two bills introduced to give Baltimore and counties the ability to enact split-rate taxes. One of the bills passed the state senate and would allow Baltimore to enact land value taxes within one mile of rail corridors–this contains 50% of Baltimore’s land value. However, the legislative session ended. We expect the bill to revive next session. The Center for Land Economics has been actively working to help efforts to get this bill passed the line. At the same time, we have uncovered systematic undervaluing of vacant land in assessments. We are writing a report on the assessment issues in Maryland with actionable steps to resolve them.
Inline links: Codebuff, website, Substack, survives, a public Substack, in Rwanda, Growth Summit, Stanford Social Innovation Review, ProMarket, Global Prosperity Institute, Saharon, this page, eadbatteries.substack.com, here, here, a post profiling the Far Out Initiative here, https://tornyol.com, a public website, https://chemrxiv.org/engage/chemrxiv/article-details/67e4cde76dde43c9084d88b7, https://blueprintbiosecurity.org/introducing-project-air/, our way, connect them directly to me, www.Spartacus.app, X, Substack, here, https://www.goodancestors.org.au/ai-safety, https://www.australiansforaisafety.com.au/, https://www.aul.city/blog/reflecting-on-africa-urban-lab-s-inaugural-year-2024-highlights, https://healthlearn.org/blog/updated-impact-model, https://www.youtube.com/playlist?list=PLWVKUEZ25V97tNULapu07DhWv6_W4NfpE, here, public website, here, in urgent need, https://manifund.org/projects/improving-fish-w
Tech Futures Colloquium1 mentions across 1 issues

Tech Futures Colloquium is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between January 04, 2023 and January 04, 2023. The archive places it in contexts such as "everything with a name like ‘Innovation Forum’ or ‘Tech Futures Colloquium’ or ‘Entrepreneurship Retreat’"; "he gets an invitation to the Tech Futures Colloquium". It most often appears alongside AI Circle, Anthropic, Asana.

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January 04, 2023
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January 04, 2023
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Even More Bay Area House Party
January 04, 2023 · Original source
Vinaya sighs. “You’re trying to avoid showing any sign of emotion, so that I don’t realize you think everything with a name like ‘Innovation Forum’ or ‘Tech Futures Colloquium’ or ‘Entrepreneurship Retreat’ is a ridiculous waste of time and money,” she says, perceptively.
“I know this kind of socialism isn’t popular, here in the Bay,” she tells you. “But the fact is, we live in a world where a tiny number of people have an outsized amount of power. We - by which I mean the loose network of left-wing radicals - tried our best to solve it politically. But we couldn’t. So now we try a different tactic. Whenever a tech billionaire is at the top of his game - raking in billions of dollars, buying up newspapers, considering a run for Governor - we send him an invitation to the Innovation Forum. He’s honored! He always thought of himself as a practical man of business, not the sort of person who goes to Innovation Forums and pontificates to thought leaders about the future of mankind. But maybe it’s just that the world is finally recognizing his genius! So he clears his calendar for a few days, puts off inventing a new superlaser, and attends the Forum. And then a little later, he gets an invitation to the Tech Futures Colloquium, and he thinks - yes, I deserve to go to that one too. And so he clears his next week’s calendar . . .”
Technical AI Safety Conference1 mentions across 1 issues

Technical AI Safety Conference is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 01, 2024 and April 01, 2024. The archive places it in contexts such as "Technical AI Safety Conference in Tokyo". It most often appears alongside Anthropic, Astralcodexten Com, Chicago, IL.

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April 01, 2024
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April 01, 2024
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Open Thread 323
April 01, 2024 · Original source
The Japanese AI safety community apparently exists and is holding a Technical AI Safety Conference in Tokyo in, uh, four days, so if you’re interested sign up quickly. Attendance is free, it looks like the talks are in English, and featured speakers include Dan Hendrycks and researchers from Anthropic and DeepMind.
Inline links: sign up quickly
technical governance team research fellowship1 mentions across 1 issues

technical governance team research fellowship is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 22, 2025 and December 22, 2025. The archive places it in contexts such as "MIRI is running a “technical governance team research fellowship” in early 2026". It most often appears alongside ACX, AI 2027, AI Lab Watch.

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December 22, 2025
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December 22, 2025
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Open Thread 413
December 22, 2025 · Original source
3: AI safety org MIRI is running a “technical governance team research fellowship” in early 2026. Technical governance is at the intersection of engineering and regulation, and includes things like designing chips with cryptographic off switches, or analyzing US and international law to see what levers different groups have to monitor AI training. The fellowship lasts 8 weeks (exact dates tbd but flexible), pays a $1200/week stipend, and will start with a one-week intro in Berkeley (flights/accommodations provided) followed by seven weeks potentially remote. No visa sponsorship. See here for more info or to apply.
Inline links: “technical governance team research fellowship”
TedTalk1 mentions across 1 issues

TedTalk is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between June 18, 2025 and June 18, 2025. The archive places it in contexts such as "In April 2025, she gave a TedTalk on romantic love as an under-rated driver of gender equality". It most often appears alongside 1DaySooner, Aatu Koskensilta, acanthamoeba keratitis.

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TedTalk
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June 18, 2025
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June 18, 2025
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ACX Grants 1-3 Year Updates
June 18, 2025 · Original source
Since 2022, Alice has undertaken qualitative research in nine world regions: Mexico, Costa Rica, Brazil, Morocco, Italy, Spain, Britain, US, Poland, Turkey, India, Uzbekistan, South Korea and Hong Kong. Through this globally comparative analysis, she analyses the drivers and obstacles to gender equality. Gender interventions will be more impactful if they target locally binding constraints - in the Middle East, North Africa and South Asia, this is "the honour-income trade-off" (whereby male honour depends on female seclusion, and women tend to remain at home. Meanwhile, Latin America and the Caribbean face a different obstacle: pervasive violence elevates femicides. Over the past few years, she's held visiting appointments at Stanford, Chicago, and Yale, while providing policy advice to the World Bank, and sharing insights with a public audience via Substack (www.ggd.world). In April 2025, she gave a TedTalk on romantic love as an under-rated driver of gender equality.
TEDx1 mentions across 1 issues

TEDx is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 28, 2022 and December 28, 2022. The archive places it in contexts such as "Andres Gomez Emilsson TEDx talk on psychedelics for treatment of extreme pain". It most often appears alongside 2C-B, 48: Bean, @AliceFromQueens.

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TEDx
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December 28, 2022
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December 28, 2022
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Links For December 2022
December 28, 2022 · Original source
8: @cube_flipper describes using the psychedelic 2C-B to resolve muscle injuries (note the disclaimer/warning not to try this at home). I’m pretty interested in this as a research direction. The leading story about psychedelics is that they reset neural priors that keep you trapped in maladaptive patterns. This is potentially good for things like psychological trauma, but the brain is incredibly complex, and some percent of the time you try to reset its priors you accidentally end up believing in chakras or something. Muscles are comparatively simple and I suspect a lot of chronic muscle injuries are the same kind of trapped maladptive pattern thing. I wouldn’t be surprised if the psychedelicists figure out simple reliable muscle injury therapies before they figure out simple reliable psychological trauma ones. Related: Andres Gomez Emilsson TEDx talk on psychedelics for treatment of extreme pain.
Inline links: describes using the psychedelic 2C-B to resolve muscle injuries, leading story about psychedelics, Andres Gomez Emilsson TEDx talk
Texas adoption1 mentions across 1 issues

Texas adoption is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between June 26, 2025 and June 26, 2025. The archive places it in contexts such as "Here are sources for the remaining: - Texas adoption: https://gwern.net/doc/genetics/heritable/adoption/2021-loehlin.pdf , Table 6". It most often appears alongside Aftab, Alex Young, Arthur Jensen.

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Texas adoption
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June 26, 2025
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June 26, 2025
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Missing Heritability: Much More Than You Wanted To Know
June 26, 2025 · Original source
Texas adoption: https://gwern.net/doc/genetics/heritable/adoption/2021-loehlin.pdf , Table 6 . Heritability = 2*correlations. The first row of the table lists three parent-child IQ correlations (IQBM): 0.3, 0.34, and 0.35. I took the median, 0.34, and doubled it to 0.68.
Inline links: https://gwern.net/doc/genetics/heritable/adoption/2021-loehlin.pdf
Texas Independence War1 mentions across 1 issues

Texas Independence War is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 21, 2021 and May 21, 2021. The archive places it in contexts such as "As Santa Anna discovered during the Texas Independence War". It most often appears alongside 1992 treaty, ACX, Africa.

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Texas Independence War
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May 21, 2021
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May 21, 2021
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Your Book Review: The Accidental Superpower
May 21, 2021 · Original source
We didn’t just get tremendous economic growth though – we got “magical” results, but they were based on a one-time confluence of factors that “overwhelmed the normal rule that lots of twenty-and thirty-somethings make for an expensive-capital environment.” What were these one-time accelerants? He identifies the peace dividend – cuts in military spending that allowed capital to be put to more productive uses – as one such change, along with the emergent dominance of the US dollar, particularly boosted by Russian demand thanks to the collapse of their currency, and a later boost in demand thanks to the East Asian financial crisis. With the Europeans’ decision to eliminate national currencies (agreed upon in a 1992 treaty, with the Euro to be introduced in 1999), they became relatively unattractive, and the Euro itself (an “unprecedented experiment in pan-government planning”) was too risky. Many holders of European currencies switched to the US dollar, such that between 1994 and 2002 (“when the euro finally got some traction and the surge dialed back”) there was a $2 trillion increase in the money supply. Zeihan also points to a collapse in commodities prices influenced by the elimination of Russian demand, but continued Russian production of oil and other commodities, followed by a collapse in demand thanks to the East Asian financial crisis. This story of capital coming to the West (“allowing consumption-driven growth not simply to soar, but to explode”) is one of chance world events. However, the story of capital coming from the Boomer cohort is one of demographics. By the 2000s, they’re the mature workers of Zeihan’s four stages described above – and as the bulge in the demographic pyramid, they started flooding the world with capital. Accordingly, “The cost of credit plummeted to levels never before experienced.” Zeihan suggests that developed-world demographics are the cause of booms in places that haven’t been well-developed, from Southern Europe to Brazil, Russia, and India. But he says it’s quickly coming to an end; Boomer savings into stocks and bonds will be moving to low-risk instruments and then turning into withdrawals rather than savings, and the cohort behind them is too small to replace all of that capital. And it’s a worldwide phenomenon: In every single developed country there is currently an American-style population inversion between the about-to-retire and the about-to-be-mature-workers age groups. Japan’s Boomers bulge is a decade older than the American equivalent, while Spain’s is roughly fifteen years younger. Everyone else falls somewhere in between. It dictates a period of chronically low growth and high credit costs, just not on precisely the same time frame. The undeveloped world is that way because it can’t self-fund, so without foreign capital, their growth will come to an end. In sum, the 1990-2005 period of high growth and easy capital was a historical anomaly; “the post-Cold War financial flight was a once-in-a-generation event” and the demographic bulge that coincided with it won’t come around again for decades, if ever. 4 2: America’s incredible advantages As noted above, Zeihan really likes America’s position in the world. He likes its demographics (relative to other developed countries) and loves its geography. Taking the population question first, in America, “the demographic inversion is only a temporary development.” America is younger than the rest of the developed world, as it urbanized later and its enormous size made having kids easier despite that urbanization (i.e., the suburbs exist). This makes the demographic crunch a single-generation issue, as the Millennials are a huge cohort. And even if they weren’t, America assimilates immigrants more easily than other places – Zeihan attributes this to it being a “settler society” – which can help with demographic problems. The rest of the developed world doesn’t have similar cohorts following their massive Boomer and Gen-X analogues. Accordingly: While the American financial world will be past its period of maximum stress by 2030, for the rest of the world 2030 will simply be another year of an ever-deepening imbalance between retirees and taxpayers, with smaller and smaller generations coming up the ranks generating less and less growth. For the developed world beyond the United States—and even large portions of the developing world—chronic capital poverty and permanent recession will be the new normal from which there is no return. Together with America’s Millennial-led growth and abundant energy (there’s a chapter explaining how shale is a done deal that, as of the mid-2014 writing, already made America the world’s largest energy producer 5), by 2030 Zeihan sees it as practically the only country with an economy worth noting. Anyone who is familiar with American geography should see the argument that’s coming about that aspect of Zeihan’s model. Isn’t the Mississippi River a pretty big deal? And those oceans on the east and west coasts seem like nice borders. Indeed, while he gives us many reasons why there was always going to be an American superpower, geography is central to his story. He has lots to say about America’s internal river systems, farmland, and other geographic features. What mountain barriers exist are apparently better than in other countries in terms of allowing internal transport; the Rockies have major passes, several of which have large cities within them, and the easiest pass in the Appalachians featured America’s first National Road, 130 miles of buried logs that linked two rivers, and thus the east coast with the best farmland in the world. As we saw with his exposition on the Nile, Zeihan puts a lot of emphasis on the value of river systems. He argues that America’s waterway network alone should be sufficient for “global dominance.” The numbers he provides in support of this point are impressive. For example, “the Mississippi is only one of twelve major navigable American rivers. Collectively, all of America’s temperate-zone rivers are 14,650 miles long. China and Germany each have about 2,000 miles, France about 1,000. The entirety of the Arab world has but 120.” He praises US barrier islands that mitigate oceanic destruction and effectively create another river system, as well as the fact that the river system is an actual network. All of this gives America more internal waterways than the rest of the world combined. Thus, we get cheap transportation for “Nebraska corn or Tennessee whiskey or Texas oil or New Jersey steel or Georgia peaches or Michigan cars,” enabling savings that “can be used for whatever Americans (or their government) want, from iPhones to aircraft carrier battle groups.” America doesn’t have to spend on artificial infrastructure, like German roads and rails, but when it does, the competition from the rivers keeps transport costs low. Cheap internal transportation has other benefits. “It’s a recipe for small government and high levels of entrepreneurship,” as small government keeps taxes low, leaving people with plenty of capital. Some people may think of the American consumer with disdain, but it isn’t a new phenomenon. Zeihan points out that America has been the world’s largest consumer market “since shortly after the Civil War.” His observation about a robust food supply forming the base of any civilization bodes well for America, which apparently has the largest connected stretch of quality farmland in the world (the Midwest), the value of which is exponentially increased by the fact that it overlaps with so many of these amazing river systems. It isn’t just the Midwest that he gushes over. California’s Central Valley and the Sacramento River, and Washington and Oregon’s farmland with the Columbia and Snake Rivers get praise. The only major farmland more than 150 miles from a navigable waterway is some of the Great Plains near the Rockies. ***** Zeihan provides a reminder that national security is actually a thing, and that at its most basic level, it’s about protection against invasions. It was something of a shock reading about America’s land borders in that context. “As Santa Anna discovered during the Texas Independence War, there is no good staging location in (contemporary) Mexican territory that could strike at American lands.” And, “Canada’s border with the United States is much longer, more varied, and even more successful at keeping the two countries separated,” thanks to mountains and thick forests over much of it. The mid-continent lands are much more connected, but Zeihan frames these Canadian areas as basically American; they’re physically separated from Canada’s core eastern provinces, so trade with them is weaker than with the closer American states. Then there are the oceans. As much as Zeihan loves deserts for protection, he loves oceans more (particularly in a post-World War II world; more on that below). We get a story about the War of 1812 nearly splitting America into three when the British attacked Baltimore. America learned about “strategic vulnerability and sea approaches,” as the attack “on Baltimore—indeed, the entire war effort—would have been impossible without launching grounds in Canada and the Caribbean.” American foreign policy since then can be understood with respect to this lesson. Zeihan cites it as inspiration for America’s steps to make its ocean borders truly impenetrable, such as working to sever Canada from Britain, and the imperial-era acquisitions of Alaska, Hawaii, Midway, Puerto Rico, and de facto control of Cuba (preventing enemies from cutting off Mississippi River-based trade from the rest of the world). There’s more to Zeihan’s being awestruck by America than his analysis of its balance of transport advantages. He argues that America has been the world leader for agriculture, technology, finance, and industry since the Civil War, and runs through a litany of reasons for its preeminence: America is like a continent-sized island (because of its effective land borders), which is always going to be a more natural naval power than a more landlocked country.
Inline links: 4, 5
Texas shooting1 mentions across 1 issues

Texas shooting is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 29, 2022 and December 29, 2022. The archive places it in contexts such as "the same reason nobody was allowed into that shooting in Texas". It most often appears alongside Adnan Ihsan Saeed al-Haideri, Adobe Illustrator, Ahmed Chalabi.

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Texas shooting
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December 29, 2022
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December 29, 2022
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Sorry, I Still Think I Am Right About The Media Very Rarely Lying
December 29, 2022 · Original source
Halbig is a real conspiracy theorist (Infowars describes him as a “school safety consultant”, which I guess is a thing you can just decide to call yourself) and does in fact raise all these points. I have no idea what the answers to his questions are, but I assume they’re boring things like “they had some other trauma response besides helicopters” and “the same reason nobody was allowed into that shooting in Texas where the police held parents back from trying to save their children, government bureaucracy is terrible”.
Thaba-Tseka case1 mentions across 1 issues

Thaba-Tseka case is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 27, 2022 and May 27, 2022. The archive places it in contexts such as "In the Thaba-Tseka case, at least, the original project planners". It most often appears alongside An Anthropologist Among the Mandarins, anti-politics machine, Basotho Congress Party.

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Thaba-Tseka case
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May 27, 2022
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May 27, 2022
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Your Book Review: The Anti-Politics Machine
May 27, 2022 · Original source
A story that plausibly explains these numbers (either a potential mechanism for an effect, or an explanation of why the effect turned out to be null) If these stories are challenged, it is not because there is no actual evidence for them, but because an economist in the audience has thought of their own preferred theory. If the speaker can find some data point that contradicts the questioner’s idea, this is thought to “confirm” the original story. Since audience members (who often have little specific knowledge of the region) are unlikely to ask questions like “what if this village just has an incredibly complicated set of social conventions around cattle that prevents their sale even without market barriers in place?” or “do the region’s economic challenges have more to do with this very specific regulation in South African immigration law?”, plausible-sounding stories that explain one or two numerical data points tend to gain traction in the literature whether or not they have anything to do with reality. Mark McGovern famously noted this trend in a review of two of Paul Collier’s books, writing: “Much of the intellectual heavy lifting in these books is in fact done at the level of implication or commonsense guessing. And the common sense is surely not that of the inhabitants of the countries being dissected, but that of the highly educated elite located primarily in Western Europe and North America. In those passages where Collier does lay out the thinking behind his explanations, they are always coherent and plausible, but the chain of causal relations makes it evident how fragile these models typically are.” The World Bank report’s fundamental misdiagnosis of the challenges Lesotho faced formed the basis for a series of failed “development initiatives”, most notably the Thaba-Tseka Development Project, a joint venture funded by the Canadian International Development Agency, the World Bank, the Government of Lesotho, and the UK Overseas Development Ministry. The project focused on providing technical solutions to the “problems” the World Bank report had identified: better agricultural techniques, easier access to markets, and increased government capacity to provide public goods. Each piece faced serious problems in execution, largely because interventions shown to have the sorts of “positive effects” randomized experiments might demonstrate elsewhere in Africa were not necessarily well suited to Lesotho’s unforgiving, mountainous terrain. But even more seriously, the project was so enveloped in “development discourse” that nobody thought to question whether they were working on problems their “recipients” cared about, or merely the ones the “tools of development” were capable of solving. As Ferguson writes, “The promise that crop farming could be revolutionized through the application of a well-known package of technical inputs was so firmly written into the project’s design that it was difficult for those on the scene to challenge it, or even to confront it.” Perhaps the only thing that has changed since Ferguson wrote is that we have tools to better identify these failures: the development literature continues to be littered with failed trials and interventions based on unchecked assumptions. One of the most famous is the British Department for International Development’s 90 million pound Tuungane project, whose Congolese incarnation sought to rebuild village governing institutions that the country’s civil war had destroyed. One of the most convincing explanations of its failure is that it may not have been necessary to begin with: the implementers do not seem to have checked whether the institutions had actually been weakened by violence, and baseline reports indicated that residents were relatively satisfied with village governance before the project even started! More research is needed to clarify the situation -- research which might have been useful to carry out before spending a £90 million on a “fix”. Part of this, perhaps, comes from the usual overconfidence that other social scientists like to accuse economists of. But there are much bigger systemic problems at play. Development work tends to run on short timelines: grad students and postdocs need to publish quickly for their careers to advance, NGO funding runs on 5-ish year cycles, and charities (particularly in “high-risk” areas) face extremely high employee turnover rates. This simultaneously limits the accumulation of institutional knowledge, while incentivizing practitioners away from the time-intensive process of understanding a particular context in favor of “getting results quick.” Similarly, the recent introduction of experimental evidence to the development field is a wondrous thing, but the revolution has to continue: randomized experiments can tell us about the effect an intervention had somewhere, but even the best methods of applying this kind of evidence to a specific context remain somewhat arbitrary and subjective. As EA begins to fund more complex (but potentially more effective) interventions, a key step will be to get a more systematic handle on how to gather evidence about specific places-- countries, states, even villages -- and how to match the tools we have to people who might benefit from them. II. The Trouble with Technocrats “But even if the project was in some sense a ‘failure’ as an agricultural development project, it is indisputable that many of its ‘side effects’ had a powerful and far-reaching impact on the Thaba-Tseka region. [...] Indeed, it may be that in a place like Mashai, the most visible of all the project’s effects was the indirect one of increased Government military presence in the region” As the program continued to unfold, the development officials became more and more disillusioned -- not with their own choices, but with the people of Thaba-Tseka, who they perceived as petty, apathetic, and outright self-destructive. A project meant to provide firewood failed because locals kept breaking into the woodlots and uprooting the saplings. An experiment in pony-breeding fell apart when “unknown parties” drove the entire herd of ponies off of cliffs to their deaths. Why, Ferguson’s official contacts bemoaned, weren’t the people of Thaba-Tseka committed to their own “development”? Who could possibly be opposed to trees and horses? Perhaps, the practitioners theorized, the people of Thaba-Tseka were just lazy. Perhaps they “didn’t want to be better.” Perhaps they weren’t in their right mind or had made a mistake. Perhaps poverty makes a person do strange things. Or, as Ferguson points out, perhaps their anger had something to do with the fact that the best plots of land in the village had been forcibly confiscated to make room for wood and pony lots, without any sort of compensation. The central government was all too happy to help find land for the projects, which they took from political enemies and put in the control of party elites, especially when it could use a legitimate anti-poverty program as cover. In Ferguson’s words, the development project was functioning as an “anti-politics machine” the government could use to pretend political power moves were just “objective” solutions to technical problems. A local student’s term paper captured the general discontent: “In spite of the superb aim of helping the people to become self-reliant, the first thing the project did was to take their very good arable land. When the people protested about their fields being taken, the project promised them employment. [...] It employed them for two months, found them unfit for the work, and dismissed them. Without their fields and without employment they may turn up to be very self-reliant. It is rather hard to know.” Two things stand out to me from this story. First, the “development discourse” lens served to focus the practitioners’ attention on a handful of technical variables (quantity of wood, quality of pony), and kept them from thinking about any repercussions they hadn’t thought to measure. This is a serious problem, because “negative effects on things that aren’t your primary outcome” are pretty common in the development literature. High-paying medical NGOs can pull talent away from government jobs. Foreign aid can worsen ongoing conflicts. Unconditional cash transfers can hurt neighbors who didn’t receive the cash. And the literature we have is implicitly conditioned on “only examining the variables academics have thought to look at” -- surely our tools have rendered other effects completely invisible! Second, the project organizers somewhat naively ignored the political goals of the government they’d partnered with, and therefore the extent to which these goals were shaping the project. Lesotho’s recent political history had been tumultuous. The Basotho Nationalist Party (BNP), having gained power upon independence in 1965, refused to give up power after losing the 1970 elections to the Basotho Congress Party (BCP). Blaming the election results on “communists”, BNP Prime Minister Leabua Jonathan declared a state of emergency and began a campaign of terror, raiding the homes of opposition figures and funding paramilitary groups to intimidate, arrest, and potentially kill anyone who spoke up against BNP rule. This had significant effects in Thaba-Tseka, where “villages [...] were sharply divided over politics, but it was not a thing which was discussed openly” due to a fully justified fear of violence. The BNP, correctly sensing the presence of a substantial underground opposition, placed “development committees” in each village, which served primarily as local wings of the national party. These committees spied on potential supporters of the now-outlawed BCP and had deep connections to paramilitary “police” units. When the Thaba-Tseka Development Project started, its international backers partnered directly with the BNP leadership, reasoning that sustainable development and public goods provision could only happen through a government whose role they primarily viewed as bureaucratic. As a result, nearly every decision had to make its way through the village development committees, who used the project to pursue their own goals: jobs and project funds found their way primarily to BNP supporters, while the “necessary costs of development” always seemed to be paid by opposition figures. The funding coalition ended up paying for a number of projects that reinforced BNP power, from establishing a new “district capital” (which conveniently also served as a military base) to constructing new and better roads linking Thaba-Tseka to the district and national capitals (primarily helping the central government tax and police an opposition stronghold). Anything that could be remotely linked to “economic development” became part of the project as funders and practitioners failed to ask whether government power might have alternate, more concerning effects. As we saw earlier, the population being “served” saw this much more clearly than the “servants”, and started to rebel against a project whose “help” seemed to be aimed more at consolidating BNP control than meeting their own needs. When they ultimately resorted to killing ponies and uprooting trees, project officials infatuated with “development” were left with “no idea why people would do such a thing,” completely oblivious to the real and lasting harm their “purely technical decisions” had inflicted. Have any EA projects had this sort of unexpected political side effect? I think it’s genuinely hard to tell without further research, but the possibility is frightening. (There’s been a little bit of research on the quantitative side --Recent research has found, for instance, that GiveDirectly’s 2014 unconditional cash transfer trial increased community participation but did not change voting patterns, so at least in 2014 the Kenyan government wasn’t using the program to stay in power. Was this the right question to test? I am not sure, especially without a more qualitative survey to see if there are other avenues we should be worried about.) III. Takeaways for Effective Altruism So what do we do as effective altruists (hereafter “EAs”)? I see three key takeaways. The first is a clear need for more qualitative research. GiveWell makes some qualitative judgments about charities, but Ferguson’s work illustrates the need for qualitative evaluation of the interventions themselves to see if the underlying studies have captured all of the “right” variables. Randomized experiments are really good at testing hypotheses, but by their very nature they can’t tell you about variables you didn’t decide ahead of time to measure. Are there significant side effects (positive or negative) we’ve missed from massive malaria net distributions? I don’t know, but if so they are not likely to be discovered by a bunch of Americans and Europeans sitting in a room and trying to guess the best things to measure. Rather, they’re probably already known (or suspected) by the people experiencing them, and a first step to finding out is going and asking them. (A second step is finding the right people to ask them -- real expertise in qualitative research is a rare and valuable skill.) Of course, qualitative research is messy and sometimes the people you interview are wrong or have other agendas. So once we have an “on-the-ground” hypothesis or concern, there will often be good reason to use a randomized trial or quasi-experimental method to test it or try to understand how much of a concern it might be! This sort of interdisciplinary approach is starting to gain traction in academia, but it has yet to be seriously applied in the EA sphere. There’s another angle to this: Ferguson’s most incisive insights arise not from studying the people being “served”, but by studying the development practitioners themselves. Other social scientists have continued this trend, from McGovern’s An Anthropologist Among the Mandarins and Robinson’s How Different Social Scientists Think to Marchais, Bazuzi, and Lameke’s The Data is Gold, and We Are The Gold-Diggers and Omar Bah’s webcomic Mzungus in Development and Governments. Each new paper illuminates the research process in new ways, and provides tools both to do better research and to identify potential weaknesses in the pre-existing literature. I think one of the highest impact investments an Effective Altruist fund could make right now would be to hire a handful of trained anthropologists (or other outside experts in qualitative research / ethnography) to hang out in places like GiveWell or the Machine Intelligence Research Institute for a few years and really study how effective altruism works as a system. How are decisions being made, and how is evidence being used to make them? What does “EA discourse” help make visible and which problems and concerns does it hide from our view? How do the positionalities of typical EA researchers affect their views of what’s important or what’s plausible? I have my guesses, and I’m sure you have yours. But I had my guesses about development economics, too, and I missed nearly everything Ferguson (and the authors mentioned two paragraphs up) uncovered. What more are we missing? The second is an emphasis on local context. As funding gaps for “low hanging fruit” like malaria disappear, EA is going to have to focus on more complicated interventions, which are likely to be fairly context-specific -- after all, why should an agriculture program that works in the flattest parts of the Sahel be expected to work the same way in the Maloti Mountains? Ferguson notes about several of the Thaba-Tseka project’s failed arms: “Tanzania may be very different from Lesotho on the ground, but, from the point of view of a development agency’s head office, both may be simply ‘the Africa desk’. In the Thaba-Tseka case, at least, the original project planners knew little about Lesotho’s specific history, politics, and sociology; they were experts on ‘livestock development in Africa,’ and drew largely on experience in East Africa.” For any sort of context-specific intervention to work, an intimate knowledge of the specific history, needs, and geography of individual villages and regions is necessary. The development world has slowly made steps in this direction, but it’s not clear to me that the EA community has a clear way of acquiring, accessing, or working with this information. I don’t think there’s a magic bullet to solve this problem, but in the long run any solution will probably need to involve a) on-the-ground, qualitative research and b) real representation in the EA network from areas EA organizations are interested in working. The development industry has a shameful history of infantilizing and ignoring the opinions of “locals”, and I think the conversations I’m starting to see in EA about diversity and representation of different parts of the Global South need to continue if we’re going to get enough serious knowledge of local contexts to effectively direct funding. The third is a continued need to take politics seriously. This is one of the most challenging issues in charitable giving: when is it okay to work with a government doing terrible things to deliver humanitarian aid? To what extent does an NGO feeding the hungry lend its legitimacy to or cover for an authoritarian regime’s misdeeds? I don’t have anything close to a full answer (and I don’t think anyone does), but Ferguson’s work exposes a possibility I hadn’t thought of before, in which “technical” and “apolitical” projects can expand the power of the state in unforeseen and potentially dangerous ways. After writing The Anti-Politics Machine, Ferguson largely gave up on the idea of charitable or state-based aid. (Understandably, I think, given that he spent most of a decade watching its most horrific side effects first-hand). It’s ironic, then, that I think his book’s practical value is greatest to those of us who still hold onto hope in its possibilities. May we have ears to hear the voices telling us where our work has fallen short, and eyes to see what it could become. Footnotes Ferguson pg. 55
Inline links: pull talent, worsen, hurt, some, An Anthropologist Among the Mandarins, How Different Social Scientists Think, The Data is Gold, and We Are The Gold-Diggers, Mzungus in Development and Governments
Thaba-Tseka Development Project1 mentions across 1 issues

Thaba-Tseka Development Project is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 27, 2022 and May 27, 2022. The archive places it in contexts such as "The World Bank report’s ... formed the basis for a series of failed 'development initiatives', most notably the Thaba-Tseka Development Project"; "When the Thaba-Tseka Development Project started, its international backers partnered directly with the BNP leadership". It most often appears alongside An Anthropologist Among the Mandarins, anti-politics machine, Basotho Congress Party.

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Your Book Review: The Anti-Politics Machine
May 27, 2022 · Original source
A story that plausibly explains these numbers (either a potential mechanism for an effect, or an explanation of why the effect turned out to be null) If these stories are challenged, it is not because there is no actual evidence for them, but because an economist in the audience has thought of their own preferred theory. If the speaker can find some data point that contradicts the questioner’s idea, this is thought to “confirm” the original story. Since audience members (who often have little specific knowledge of the region) are unlikely to ask questions like “what if this village just has an incredibly complicated set of social conventions around cattle that prevents their sale even without market barriers in place?” or “do the region’s economic challenges have more to do with this very specific regulation in South African immigration law?”, plausible-sounding stories that explain one or two numerical data points tend to gain traction in the literature whether or not they have anything to do with reality. Mark McGovern famously noted this trend in a review of two of Paul Collier’s books, writing: “Much of the intellectual heavy lifting in these books is in fact done at the level of implication or commonsense guessing. And the common sense is surely not that of the inhabitants of the countries being dissected, but that of the highly educated elite located primarily in Western Europe and North America. In those passages where Collier does lay out the thinking behind his explanations, they are always coherent and plausible, but the chain of causal relations makes it evident how fragile these models typically are.” The World Bank report’s fundamental misdiagnosis of the challenges Lesotho faced formed the basis for a series of failed “development initiatives”, most notably the Thaba-Tseka Development Project, a joint venture funded by the Canadian International Development Agency, the World Bank, the Government of Lesotho, and the UK Overseas Development Ministry. The project focused on providing technical solutions to the “problems” the World Bank report had identified: better agricultural techniques, easier access to markets, and increased government capacity to provide public goods. Each piece faced serious problems in execution, largely because interventions shown to have the sorts of “positive effects” randomized experiments might demonstrate elsewhere in Africa were not necessarily well suited to Lesotho’s unforgiving, mountainous terrain. But even more seriously, the project was so enveloped in “development discourse” that nobody thought to question whether they were working on problems their “recipients” cared about, or merely the ones the “tools of development” were capable of solving. As Ferguson writes, “The promise that crop farming could be revolutionized through the application of a well-known package of technical inputs was so firmly written into the project’s design that it was difficult for those on the scene to challenge it, or even to confront it.” Perhaps the only thing that has changed since Ferguson wrote is that we have tools to better identify these failures: the development literature continues to be littered with failed trials and interventions based on unchecked assumptions. One of the most famous is the British Department for International Development’s 90 million pound Tuungane project, whose Congolese incarnation sought to rebuild village governing institutions that the country’s civil war had destroyed. One of the most convincing explanations of its failure is that it may not have been necessary to begin with: the implementers do not seem to have checked whether the institutions had actually been weakened by violence, and baseline reports indicated that residents were relatively satisfied with village governance before the project even started! More research is needed to clarify the situation -- research which might have been useful to carry out before spending a £90 million on a “fix”. Part of this, perhaps, comes from the usual overconfidence that other social scientists like to accuse economists of. But there are much bigger systemic problems at play. Development work tends to run on short timelines: grad students and postdocs need to publish quickly for their careers to advance, NGO funding runs on 5-ish year cycles, and charities (particularly in “high-risk” areas) face extremely high employee turnover rates. This simultaneously limits the accumulation of institutional knowledge, while incentivizing practitioners away from the time-intensive process of understanding a particular context in favor of “getting results quick.” Similarly, the recent introduction of experimental evidence to the development field is a wondrous thing, but the revolution has to continue: randomized experiments can tell us about the effect an intervention had somewhere, but even the best methods of applying this kind of evidence to a specific context remain somewhat arbitrary and subjective. As EA begins to fund more complex (but potentially more effective) interventions, a key step will be to get a more systematic handle on how to gather evidence about specific places-- countries, states, even villages -- and how to match the tools we have to people who might benefit from them. II. The Trouble with Technocrats “But even if the project was in some sense a ‘failure’ as an agricultural development project, it is indisputable that many of its ‘side effects’ had a powerful and far-reaching impact on the Thaba-Tseka region. [...] Indeed, it may be that in a place like Mashai, the most visible of all the project’s effects was the indirect one of increased Government military presence in the region” As the program continued to unfold, the development officials became more and more disillusioned -- not with their own choices, but with the people of Thaba-Tseka, who they perceived as petty, apathetic, and outright self-destructive. A project meant to provide firewood failed because locals kept breaking into the woodlots and uprooting the saplings. An experiment in pony-breeding fell apart when “unknown parties” drove the entire herd of ponies off of cliffs to their deaths. Why, Ferguson’s official contacts bemoaned, weren’t the people of Thaba-Tseka committed to their own “development”? Who could possibly be opposed to trees and horses? Perhaps, the practitioners theorized, the people of Thaba-Tseka were just lazy. Perhaps they “didn’t want to be better.” Perhaps they weren’t in their right mind or had made a mistake. Perhaps poverty makes a person do strange things. Or, as Ferguson points out, perhaps their anger had something to do with the fact that the best plots of land in the village had been forcibly confiscated to make room for wood and pony lots, without any sort of compensation. The central government was all too happy to help find land for the projects, which they took from political enemies and put in the control of party elites, especially when it could use a legitimate anti-poverty program as cover. In Ferguson’s words, the development project was functioning as an “anti-politics machine” the government could use to pretend political power moves were just “objective” solutions to technical problems. A local student’s term paper captured the general discontent: “In spite of the superb aim of helping the people to become self-reliant, the first thing the project did was to take their very good arable land. When the people protested about their fields being taken, the project promised them employment. [...] It employed them for two months, found them unfit for the work, and dismissed them. Without their fields and without employment they may turn up to be very self-reliant. It is rather hard to know.” Two things stand out to me from this story. First, the “development discourse” lens served to focus the practitioners’ attention on a handful of technical variables (quantity of wood, quality of pony), and kept them from thinking about any repercussions they hadn’t thought to measure. This is a serious problem, because “negative effects on things that aren’t your primary outcome” are pretty common in the development literature. High-paying medical NGOs can pull talent away from government jobs. Foreign aid can worsen ongoing conflicts. Unconditional cash transfers can hurt neighbors who didn’t receive the cash. And the literature we have is implicitly conditioned on “only examining the variables academics have thought to look at” -- surely our tools have rendered other effects completely invisible! Second, the project organizers somewhat naively ignored the political goals of the government they’d partnered with, and therefore the extent to which these goals were shaping the project. Lesotho’s recent political history had been tumultuous. The Basotho Nationalist Party (BNP), having gained power upon independence in 1965, refused to give up power after losing the 1970 elections to the Basotho Congress Party (BCP). Blaming the election results on “communists”, BNP Prime Minister Leabua Jonathan declared a state of emergency and began a campaign of terror, raiding the homes of opposition figures and funding paramilitary groups to intimidate, arrest, and potentially kill anyone who spoke up against BNP rule. This had significant effects in Thaba-Tseka, where “villages [...] were sharply divided over politics, but it was not a thing which was discussed openly” due to a fully justified fear of violence. The BNP, correctly sensing the presence of a substantial underground opposition, placed “development committees” in each village, which served primarily as local wings of the national party. These committees spied on potential supporters of the now-outlawed BCP and had deep connections to paramilitary “police” units. When the Thaba-Tseka Development Project started, its international backers partnered directly with the BNP leadership, reasoning that sustainable development and public goods provision could only happen through a government whose role they primarily viewed as bureaucratic. As a result, nearly every decision had to make its way through the village development committees, who used the project to pursue their own goals: jobs and project funds found their way primarily to BNP supporters, while the “necessary costs of development” always seemed to be paid by opposition figures. The funding coalition ended up paying for a number of projects that reinforced BNP power, from establishing a new “district capital” (which conveniently also served as a military base) to constructing new and better roads linking Thaba-Tseka to the district and national capitals (primarily helping the central government tax and police an opposition stronghold). Anything that could be remotely linked to “economic development” became part of the project as funders and practitioners failed to ask whether government power might have alternate, more concerning effects. As we saw earlier, the population being “served” saw this much more clearly than the “servants”, and started to rebel against a project whose “help” seemed to be aimed more at consolidating BNP control than meeting their own needs. When they ultimately resorted to killing ponies and uprooting trees, project officials infatuated with “development” were left with “no idea why people would do such a thing,” completely oblivious to the real and lasting harm their “purely technical decisions” had inflicted. Have any EA projects had this sort of unexpected political side effect? I think it’s genuinely hard to tell without further research, but the possibility is frightening. (There’s been a little bit of research on the quantitative side --Recent research has found, for instance, that GiveDirectly’s 2014 unconditional cash transfer trial increased community participation but did not change voting patterns, so at least in 2014 the Kenyan government wasn’t using the program to stay in power. Was this the right question to test? I am not sure, especially without a more qualitative survey to see if there are other avenues we should be worried about.) III. Takeaways for Effective Altruism So what do we do as effective altruists (hereafter “EAs”)? I see three key takeaways. The first is a clear need for more qualitative research. GiveWell makes some qualitative judgments about charities, but Ferguson’s work illustrates the need for qualitative evaluation of the interventions themselves to see if the underlying studies have captured all of the “right” variables. Randomized experiments are really good at testing hypotheses, but by their very nature they can’t tell you about variables you didn’t decide ahead of time to measure. Are there significant side effects (positive or negative) we’ve missed from massive malaria net distributions? I don’t know, but if so they are not likely to be discovered by a bunch of Americans and Europeans sitting in a room and trying to guess the best things to measure. Rather, they’re probably already known (or suspected) by the people experiencing them, and a first step to finding out is going and asking them. (A second step is finding the right people to ask them -- real expertise in qualitative research is a rare and valuable skill.) Of course, qualitative research is messy and sometimes the people you interview are wrong or have other agendas. So once we have an “on-the-ground” hypothesis or concern, there will often be good reason to use a randomized trial or quasi-experimental method to test it or try to understand how much of a concern it might be! This sort of interdisciplinary approach is starting to gain traction in academia, but it has yet to be seriously applied in the EA sphere. There’s another angle to this: Ferguson’s most incisive insights arise not from studying the people being “served”, but by studying the development practitioners themselves. Other social scientists have continued this trend, from McGovern’s An Anthropologist Among the Mandarins and Robinson’s How Different Social Scientists Think to Marchais, Bazuzi, and Lameke’s The Data is Gold, and We Are The Gold-Diggers and Omar Bah’s webcomic Mzungus in Development and Governments. Each new paper illuminates the research process in new ways, and provides tools both to do better research and to identify potential weaknesses in the pre-existing literature. I think one of the highest impact investments an Effective Altruist fund could make right now would be to hire a handful of trained anthropologists (or other outside experts in qualitative research / ethnography) to hang out in places like GiveWell or the Machine Intelligence Research Institute for a few years and really study how effective altruism works as a system. How are decisions being made, and how is evidence being used to make them? What does “EA discourse” help make visible and which problems and concerns does it hide from our view? How do the positionalities of typical EA researchers affect their views of what’s important or what’s plausible? I have my guesses, and I’m sure you have yours. But I had my guesses about development economics, too, and I missed nearly everything Ferguson (and the authors mentioned two paragraphs up) uncovered. What more are we missing? The second is an emphasis on local context. As funding gaps for “low hanging fruit” like malaria disappear, EA is going to have to focus on more complicated interventions, which are likely to be fairly context-specific -- after all, why should an agriculture program that works in the flattest parts of the Sahel be expected to work the same way in the Maloti Mountains? Ferguson notes about several of the Thaba-Tseka project’s failed arms: “Tanzania may be very different from Lesotho on the ground, but, from the point of view of a development agency’s head office, both may be simply ‘the Africa desk’. In the Thaba-Tseka case, at least, the original project planners knew little about Lesotho’s specific history, politics, and sociology; they were experts on ‘livestock development in Africa,’ and drew largely on experience in East Africa.” For any sort of context-specific intervention to work, an intimate knowledge of the specific history, needs, and geography of individual villages and regions is necessary. The development world has slowly made steps in this direction, but it’s not clear to me that the EA community has a clear way of acquiring, accessing, or working with this information. I don’t think there’s a magic bullet to solve this problem, but in the long run any solution will probably need to involve a) on-the-ground, qualitative research and b) real representation in the EA network from areas EA organizations are interested in working. The development industry has a shameful history of infantilizing and ignoring the opinions of “locals”, and I think the conversations I’m starting to see in EA about diversity and representation of different parts of the Global South need to continue if we’re going to get enough serious knowledge of local contexts to effectively direct funding. The third is a continued need to take politics seriously. This is one of the most challenging issues in charitable giving: when is it okay to work with a government doing terrible things to deliver humanitarian aid? To what extent does an NGO feeding the hungry lend its legitimacy to or cover for an authoritarian regime’s misdeeds? I don’t have anything close to a full answer (and I don’t think anyone does), but Ferguson’s work exposes a possibility I hadn’t thought of before, in which “technical” and “apolitical” projects can expand the power of the state in unforeseen and potentially dangerous ways. After writing The Anti-Politics Machine, Ferguson largely gave up on the idea of charitable or state-based aid. (Understandably, I think, given that he spent most of a decade watching its most horrific side effects first-hand). It’s ironic, then, that I think his book’s practical value is greatest to those of us who still hold onto hope in its possibilities. May we have ears to hear the voices telling us where our work has fallen short, and eyes to see what it could become. Footnotes Ferguson pg. 55
Inline links: pull talent, worsen, hurt, some, An Anthropologist Among the Mandarins, How Different Social Scientists Think, The Data is Gold, and We Are The Gold-Diggers, Mzungus in Development and Governments
Thanksgiving1 mentions across 1 issues

Thanksgiving is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 07, 2022 and December 07, 2022. The archive places it in contexts such as "10 AM to 3:30 PM on Christmas, Thanksgiving, and New Years". It most often appears alongside Blue Helmet, Blue Helmet Insurance, Chakaramanditya.

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Thanksgiving
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1
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1
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December 07, 2022
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December 07, 2022
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What Your Doctor Spends 80% Of Their Time Doing
December 07, 2022 · Original source
"Hello! This is SmartSave pharmacy, home of compassionate savings on drugs, vitamins, and more. Our hours are from 9 AM to 5 PM Mondays through Fridays, 10 AM to 4 PM Saturdays, 10 AM to 3 PM Sundays, 10 AM to 3:30 PM on Christmas, Christmas Eve, Thanksgiving, and New Years, and 9:30 AM to 4:30 PM on Easter, Memorial Day, and Tu B'Shevat. We now have the COVID booster at SmartSave pharmacy! Did you know that COVID boosters can protect against all variants of COVID? Schedule your COVID booster now! We also have the SmartSave card, a great source for all prescription drug savings. ¡Hola! Esta es la farmacia SmartSave, hogar de ahorros compasivos en medicamentos, vitaminas y más. Nuestro horario es de 9 a. m. a 5 p. m. de lunes a viernes, de 10 a. m. a 4 p. m. los sábados, de 10 a. m. a 3 p. m. los domingos, de 10 a. :30 p. m. en Semana Santa, Día de los Caídos y Tu B'Shevat. ¡Ya tenemos el refuerzo COVID en farmacia SmartSave! ¿Sabía que los refuerzos de COVID pueden proteger contra todas las variantes de COVID? ¡Programe su refuerzo COVID ahora! Tambien tenemos la tarjeta SmartSave, una gran fuente para todos los ahorros en medicamentos recetados. If you would like to hear this introductory message again, press 1. Otherwise, stay on the line."
"Hello! This is SmartSave pharmacy, home of compassionate savings on drugs, vitamins, and more. Our hours are from 9 AM to 5 PM Mondays through Fridays, 10 AM to 4 PM Saturdays, 10 AM to 3 PM Sundays, 10 AM to 3:30 PM on Christmas, Thanksgiving, and New Years, and 9:30 AM to 4:30 PM on Easter, Memorial Day, and Tu B'Shevat. We now have the COVID booster at SmartSave pharmacy! Did you know that COVID boosters can protect against all variants of COVID? Schedule your COVID booster now! We now have the SmartSave card, a great source for all prescription drug savings. ¡Hola! Esta es la farmacia SmartSave, hogar de ahorros compasivos en medicamentos, vitaminas y más. Nuestro horario es de 9 a. m. a 5 p. m. de lunes a viernes, de 10 a. m. a 4 p. m. los sábados, de 10 a. m. a 3 p. m. los domingos, de 10 a. :30 p. m. en Semana Santa, Día de los Caídos y Tu B'Shevat. ¡Ya tenemos el refuerzo COVID en farmacia SmartSave! ¿Sabía que los refuerzos de COVID pueden proteger contra todas las variantes de COVID? ¡Programe su refuerzo COVID ahora! Ahora tenemos la tarjeta SmartSave, una gran fuente para todos los ahorros en medicamentos recetados. If you would like to hear this introductory message again, press 1. Otherwise, stay on the line."
That 90s Show1 mentions across 1 issues

That 90s Show is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between July 26, 2024 and July 26, 2024. The archive places it in contexts such as "The episode was titled 'That 90s Show,' a joking reference to That 70s Show". It most often appears alongside 1600 Pennsylvania Avenue, 2020 election, 2024 book review contest.

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That 90s Show
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July 26, 2024
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Your Book Review: Real Raw News
July 26, 2024 · Original source
The episode was titled “That 90s Show,” a joking reference to That 70s Show…except that, 15 years later, there now actually is a That 90s Show, and The Simpsons is still going.
The 1970 Monocausal Event1 mentions across 1 issues

The 1970 Monocausal Event is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between February 09, 2021 and February 09, 2021. The archive places it in contexts such as "The 1970 Monocausal Event". It most often appears alongside 1960s America, 1964 Civil Rights Act, Amazon.

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1
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February 09, 2021
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February 09, 2021
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Book Review: Why We're Polarized
February 09, 2021 · Original source
...not obviously. The graphs suggest 1975 as the closest thing to an inflection point. But Klein argues that Congressional shifts take time, as old incumbents retire and new faces are voted in. Perhaps we should also be thinking about The 1970 Monocausal Event?
Inline links: The 1970 Monocausal Event
the 1970s Steel Crisis1 mentions across 1 issues

the 1970s Steel Crisis is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 04, 2021 and May 04, 2021. The archive places it in contexts such as "The 1970s Steel Crisis". It most often appears alongside 2008, 9/11 attacks, A Brief History Of Neoliberalism.

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the 1970s Steel Crisis
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May 04, 2021
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May 04, 2021
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Book Review: A Brief History Of Neoliberalism
May 04, 2021 · Original source
...e to mind. The dollar glut (* spills drop of wine* ). The Nixon Shock ( *spills another drop*) . The Economic Stabilization Act of 1970 . The fall of the gold standard . The 1970s Steel Crisis . The 1973 Oil Crisis . Stagflation . The Winter of Discontent . The 1979 Energy Crisis . And the Angel of Death was the Volcker Shock of 1980 , when unemployment crosse...
The 1973 Oil Crisis1 mentions across 1 issues

The 1973 Oil Crisis is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 04, 2021 and May 04, 2021. The archive places it in contexts such as "The 1973 Oil Crisis". It most often appears alongside 2008, 9/11 attacks, A Brief History Of Neoliberalism.

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The 1973 Oil Crisis
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1
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1
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May 04, 2021
Last seen
May 04, 2021
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Book Review: A Brief History Of Neoliberalism
May 04, 2021 · Original source
...t (* spills drop of wine* ). The Nixon Shock ( *spills another drop*) . The Economic Stabilization Act of 1970 . The fall of the gold standard . The 1970s Steel Crisis . The 1973 Oil Crisis . Stagflation . The Winter of Discontent . The 1979 Energy Crisis . And the Angel of Death was the Volcker Shock of 1980 , when unemployment crossed 10% and people maile...
The 1979 Energy Crisis1 mentions across 1 issues

The 1979 Energy Crisis is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 04, 2021 and May 04, 2021. The archive places it in contexts such as "The 1979 Energy Crisis". It most often appears alongside 2008, 9/11 attacks, A Brief History Of Neoliberalism.

Reference entry
The 1979 Energy Crisis
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1
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1
First seen
May 04, 2021
Last seen
May 04, 2021
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Book Review: A Brief History Of Neoliberalism
May 04, 2021 · Original source
...drop*) . The Economic Stabilization Act of 1970 . The fall of the gold standard . The 1970s Steel Crisis . The 1973 Oil Crisis . Stagflation . The Winter of Discontent . The 1979 Energy Crisis . And the Angel of Death was the Volcker Shock of 1980 , when unemployment crossed 10% and people mailed the Federal Reserve coffins and unused two-by-fours in protest....
The Affair Of The Casseroles1 mentions across 1 issues

The Affair Of The Casseroles is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between September 28, 2023 and September 28, 2023. The archive places it in contexts such as "dubbed “The Affair Of The Casseroles”". It most often appears alongside 2020 election, @eigenrobot, @jeremychrysler.

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1
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1
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September 28, 2023
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September 28, 2023
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Links For September 2023
September 28, 2023 · Original source
11: Did you know: an honest-to-goodness Freemasonic conspiracy took over the French military in the early 1900s and may have damaged its ability to fight World War I. With a gravitas fitting its historical importance, it was dubbed “The Affair Of The Casseroles”.
Inline links: “The Affair Of The Casseroles”
The Aristocrats1 mentions across 1 issues

The Aristocrats is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 10, 2022 and May 10, 2022. The archive places it in contexts such as "his lame attempt at the insider stand-up comedy routine, The Aristocrats". It most often appears alongside A Few Good Men, Adolf Eichmann, Akron.

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The Aristocrats
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1
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1
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May 10, 2022
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May 10, 2022
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Book Review: The Gervais Principle
May 10, 2022 · Original source
The mediocre develop faster than either the talented or the untalented An alternative way of looking at these three laws is to note that defense mechanisms emerge to sustain addictions even when the developmental environment that originally nourished it vanishes. Defense mechanisms though, are more useful as a partial catalog of phenomenology than as a foundational idea. These then are the developmental psychology roots of the Gervais Principle. Recall that Cluelessness goes with overperformance. That overperformance is caused by arrested development around a strength, which has been hooked by an addictive environment of social rewards. Mediocrity is your best defense against addiction, and guarantor of further open-ended psychological development. And yes, for the alert among you who have spotted a connection, arrested development is the dark side of strengths in the sense of Positive Psychology. A strength in one situation is merely an entrenched piece of arrested development in another. In our model, the three development stages – Clueless, Losers and Sociopaths – correspond to different patterns of arrested development and different strength-addictions. That is, development involves progressing from one stage (eg school) to another stage (eg the real world). But if you’re too good at an early stage, you become accustomed to the reward you get from success. Suppose you loved school and did great at it. Then you get invited to participate in the real world, a noticeably non-school-like environment. You try it, and instead of getting praise/reward/validation all the time, you get those things rarely or not at all. If you can, maybe you go back to school (ie get a PhD), a strategy with problems of its own. But if you can’t real-world actually go back to school, instead you might remain permanently stuck at a psychological stage where everything feels like school, where you try to distort your perceptions until your world-model looks vaguely school-like, and where you use your school-based skills and coping mechanisms for everything. The particular example I just gave, about school, is Rao’s explanation for Dwight Schrute: Dwight, with his stern German upbringing, lacked the normal encouragement of early-childhood creative-performance instincts (we see several glimpses of this, including his attempt to read horrifying medieval cautionary tales to the kids during bring-your-child-to-work day, and his own description of his childhood, which left his brother actually developmentally disabled). He has therefore developed none of the addiction to childhood applause-seeking performance behaviors that have trapped Michael. Instead, Dwight found relief in the graded, performance-oriented worlds of school and varied medieval-guild-like worlds, such as farming, animal husbandry and karate. His attempts to understand the world of management, which is decidedly not a world of grades or guilds, are based entirely on peripheral guild-like elements. He is the only one excited about the Survivor-style successor-selection event Michael arranges (in the bus on the way over, he asks, “Will there be business parables?”). When he attempts manipulation, his mind naturally turns to hidden microphones, doctored documents and other elements of tradecraft learned from spy novels, and only rarely to psychology. He banks the occasional tactical victory, but cannot play or win the mind games required to beat the Sociopaths. In Dwight’s world, everything worth learning is teachable, and medals, certificates and formal membership in meritocratic institutions is evidence of success. Even where play behaviors are concerned, the Dwights of the world can more easily get lost in points-and-rules worlds. It is significant that Dwight has never seen/read Charlie and the Chocolate Factory (which is about creative-performance play), but is obsessed with gaming worlds and sci-fi/fantasy universes. Perhaps the clearest example of Dwight’s need for formal affiliation is his lame attempt at the insider stand-up comedy routine, The Aristocrats. To Dwight, everything is a formal contest, and there are always authority figures who provide legitimacy and rankings. He has no sense of humor (thanks to skipping early childhood), and has no idea how to actually evoke laughter, so he tries to ace the only formal membership test he can see, the ability to tell the Aristocrats joke. Michael, by contrast, can at least tell juvenile jokes, and Andy can manage some bad frat-boy humor. Rao argues that Michael Scott, the “boss” in the show, is stuck at an even lower level: Little children in normal environments win their first victories through creative performance: reciting nursery rhymes, drawing pictures, and demonstrating creative play behaviors. If they succeed too much, they get addicted to the typical adult reaction: Wow, aren’t you cute/clever? and, to a lesser extent, to admiration from younger siblings. In learning to thrive in this particular reward/penalty environment, little children rely mostly on responding to the emotional content of what they hear and see, since they do not understand much. With a few evolved defense mechanisms thrown in, to protect against adult realities that don’t conform to childhood environments, that’s exactly what it feels like to be Michael. When he hears somebody talking, all he hears is “blah blah blah good job, blah blah blah, how could you do this Michael?” in conjunction with facial expressions and body language. Michael’s head is a massive library of childlike mappings between situations, canned phrases and reactions. He is not completely responsible for his actions and utterances because he genuinely does not understand them. There is coherence in what Michael says though; he does not sound completely nonsensical because he reacts meaningfully to body language, facial expressions and emotional cues. “You talkin’ to me?” (borrowed from De Niro) is a belligerent line, and by pulling out that line when he feels threatened, and then displacing the tension with laughter, Michael is able to derail the conversation. His trademark joke, “That’s what she said!” is an extreme example. It makes no sense in most contexts where he trots it out; its only purpose is to dissolve tension and displace threats. Either laughing with Michael or throwing up your hands in frustration is a victory for him. The only effective response is to calmly ignore his disruptive actions, wait for the reaction to die down, and continue the conversation in dominant mode, like Cesar Milan with his dogs … Around Packer, his boorish friend, insulting and objectifying ways of talking about women gain approval, so he trots out borrowed, misogynistic man-talk. Withering under the collective glare of his politically correct employees, phrases like “respect women” gain smiles and halt frowns, so that’s what he offers. […] Here is why: delusions are closed logical schemes, where reality is mangled into the service of a fixed script through defense mechanisms, with the rest of the meaning thrown away. To manufacture original thought you have to look at/listen to reality in open ways for data. That is why Michael’s database is so full of movie lines. Movies are goldmines of canned situation-reactions that don’t require much present-reality data to retrieve. When kids quote adults or movies, they seem precocious, and gain approval. In an era where more kids are raised by TV than by parents, parroting movie lines comes more naturally than repeating bromides learned from parental figures or at churches and temples. Recall that social calendars force you through later stages whether or not you master previous ones. So what about later stages? Michael is not quite as enamored of medals and certificates as Dwight because (as a lousy student) he never got very good at earning them, and could therefore not get seriously addicted to them. Finally, Michael has poorly developed peer-affiliation drives. He wants to be the center of attention, not one among many equals in a huddle of peers. When Michael appears to be operating under a peer-affiliation drive (the sort that animates Andy), he is really casting child behaviors into a teen mould. He believes that specific people, rather than formal or informal groups, are cool or admirable (proxy parental figures, older siblings). If they are not cool or admirable, they must be made to view him as cool and admirable (younger siblings). I was struck by a line in an appendix, saying this is the same level that Nazi bureaucrats were at. Just for fun, let’s compare the rest of Rao’s profile of Michael with Arendt’s profile of Adolf Eichmann (all quotes taken from my Eichmann In Jerusalem review): Despite all the efforts of the prosecution, everybody could see that this man was not a “monster,” but it was difficult indeed not to suspect that he was a clown. And since this suspicion would have been fatal to the whole enterprise, and was also rather hard to sustain, in view of the sufferings he and his like had caused so many millions of people, his worst clowneries were hardly noticed. What could you do with a man who first declared, with great emphasis, that the one thing he had learned in an ill-spent life was that one should never take an oath (“Today no man, no judge could ever persuade me to make a sworn statement. I refuse it; I refuse it for moral reasons. Since my experience tells me that if one is loyal to his oath, one day he has to take the consequences, I have made up my mind once and for all that no judge in the world or other authority will ever be capable of making me swear an oath, to give sworn testimony. I won’t do it voluntarily and no one will be able to force me”), and then, after being told explicitly that if he wished to testify in his own defense he might “do so under oath or without an oath,” declared without further ado that he would prefer to testify under oath? And: The judges were right when they finally told the accused that all he had said was “empty talk” – except that they thought the emptiness was feigned, and that the accused wished to cover up other thoughts which, though hideous, were not empty. This supposition seems refuted by the striking consistency with which Eichmann, despite his rather bad memory, repeated word for word the same stock phrases and self-invented clichés (when he did succeed in constructing a sentence of his own, he repeated it until it became a cliché) each time he referred to an incident or event of importance to him. Whether writing his memoirs in Argentina or in Jerusalem, whether speaking to the police examiner or to the court, what he said was always the same, expressed in the same words. The longer one listened to him, the more obvious it became that his inability to speak was closely connected with an inability to think, namely, to think from the standpoint of somebody else. No communication was possible with him, not because he lied but because he was surrounded by the most reliable of all safeguards against the words and the presence of others, and hence against reality as such. And finally (this time in my voice): If [Arendt] has any thesis at all, it’s that Eichmann believed in something larger than himself. We usually encourage this sort of thing, but I think the prosocial version involves having a specific larger-than-yourself thing in mind. Eichmann (says Arendt) just liked larger-than-himself things in general, and the Nazi vision of eternal struggle for racial supremacy was the biggest thing he could find in the vicinity. We’ll later see that he had a strange respect for Zionists, and this was because they too believed in something larger than themselves. Eichmann’s infamous cliches were the cliches of pomp and circumstance and glory and high words, the ones which made him feel like he was engaged in a great enterprise whether or not there was anything behind them. The reason he admitted neither to “just following orders”, nor to a deep personal belief in anti-Semitism, was that his loyalty to Hitler came from neither. When Hitler said to kill all the Jews, he gladly complied; if Hitler had said to kill all the Christians, he would have done that too. Not because he was a drone following orders to save his skin, but because he believed. Not in any of the specifics of Nazi ideology. Not even in Hitler’s personal judgment. Just in whatever was going on at the time. IV. When he gets to the next section, on Losers, Rao mostly forgets the developmental psych. Now this is a book on status economics. Rao’s poetic description: Each of them – and they constitute 80% of humanity – is born the most beautiful baby in the world. Each is an above-average child; in fact the entire 80% is in the top 20% of human beings (it’s crowded up there). Each grows up knowing that he or she is deeply special in some way, and destined for a unique life that he or she is “meant” to live. In their troubled twenties, each seeks the one true love that they know is out there, waiting for them, and their real calling in life. Each time they fail at life or love, their friends console them: “You are a smart, funny, beautiful and incredibly talented person, and the love of your life and your true calling are out there somewhere. I just know that.” The friends are right of course: each marries the most beautiful man/woman in the world, discovers his/her calling, and becomes the proud parent of the most beautiful baby in the world. Eventually, each of them retires, earns a gold watch, and somebody makes a speech declaring him or her to be a Wonderful Human Being. You and I know them as Losers. Being a Loser means clinging to the delusion of being special, while also being fully accepted by your social group (indeed, your specialness only matters instrumentally and insofar as other people appreciate you for it). But these two imperatives are Scylla and Charybdis: insist too hard on actually being special and you’re a narcissist who everyone hates; try too cravenly to seek acceptance, and you’re acknowledging other people are better than you. Rao views Loserdom as a series of conspiracies to manage this paradox. The end solution looks something like "everyone is special in their own way”. Loser dynamics are largely driven by Lake-Wobegon-effect snow jobs, which obscure pervasive mediocrity. But unlike the delusions of the Clueless (false confidence of the Dunning-Kruger variety which we saw last time), which are maintained through the furious efforts and desperate denials on the part of the deluded individuals themselves, Loser delusions are maintained by groups. You scratch my delusion, I’ll scratch yours. I’ll call you a thoughtful critic if you agree to call me a fascinating blogger. And we’ll both convince ourselves that our lives are to be valued by these different measures. Loser above-averageness is generally not based on an outright falsehood. Unlike Michael’s pretensions to comic genius, which are strictly not true, Pam really is the best artist in the group. The delusion lies not in a false assessment of her artistic skills, but in the group choosing to evaluate her on the basis of art in the first place. In other words, Losers are too smart to fool themselves. They enter into social contracts which require them to fool each other […] At the life-script level, the game-playing social contract creates complete nominal illegibility. Each individual in a group is judged according to a custom life script that makes it impossible to compare two lives within the group. Pam’s life has a redemptive script based on the fact that she is the cutest one in the office, can paint well, and forms the “It” couple with Jim. Kevin’s is based on the fact that he is in a band. Creed’s uniqueness lies in his weirdness…Remember, you are unique, just like everybody else. A second, corollary paradox: Groucho Marx joked that he wouldn’t belong to any club that would accept him as a member. But then why do people ever associate in clubs? Suppose you joined a club that was clearly not good enough for you - maybe you’re a famous billionaire and they’re a bunch of losers who watch crappy TV in a basement once a week. Why would you be in this club? But suppose you tried to join a club that was clearly too good for you - you’re a poor person with no social skills, and you apply to the rich billionaires’ country club. Why would they ever accept you? This suggests that people won’t join clubs that are too much higher or lower status than they are. But why would they join clubs that are even slightly higher or lower status? Wouldn’t you expect nobody ever joins anything except in the vanishingly rare case where their status and the club’s status are exactly the same? Rao is trying to make the point that all associations require some level of status illegibility. If you knew status perfectly - if you went around with “Status: 6.8/10” tattooed on your forehead - then you could see a club all of whose members had statuses 6.2 - 6.5, and know that you could do better. So instead, the same social conspiracy that keeps people convinced they have useful talents, also keeps status illegible. This takes the form of everyone teasing each other, creating a constant churn of minor status increases and decrements which is too complicated for anyone to track properly. (Rao says that the single-highest and single-lowest status people in any group can sometimes be legible - creating an observable range for what status people in the group can be, ie “we’re for people between 6/10 and 7/10” - but the middle always has to be illegible, to allow the majority of people to preserve their polite fiction that they’re among the higher-status members of their group.) This section on status economics ends with a digression on jokes. Not as in knock-knock jokes. Jokes where one person makes fun of another, gaining status at their expense. These kinds of jokes are status economics transactions. According to Rao, the minimum viable Loser joke is three people: the joker, the victim, and an audience. The joker makes a joke. The victim has a chance to retort (eg “takes one to know one!”) and the audience decides how to mentally update everyone’s status. Rao uses examples from The Office, but I haven’t seen it, so I was thinking about an episode of Seinfeld: When George was stuffing himself with shrimp at a meeting, Reilly remarked, "Hey, George, the ocean called. They're running out of shrimp." Slow-witted George could not think of a comeback until later, while driving to the tennis club to meet Jerry. His comeback was: "Oh, yeah, Reilly? Well, the jerk store called, and they're running out of you." Jerry, Elaine, and Kramer did not think 'jerk store' was a good comeback mainly because "there are no jerk stores." Elaine suggests, "Your cranium called. It's got some space to rent." Jerry suggests, "The zoo called. You're due back by six." Kramer finally thinks George should just tell Reilly that he slept with his wife. After discovering that Reilly was let go from the Yankees and now works for Firestone, George flies to Akron, Ohio just to try the jerkstore line. When he says it, however, Reilly responds, "What's the difference? You're their all-time best seller." George, unprepared for this, ends up using Kramer's line. He's then told that Reilly's wife is in a coma. Rao asks: in what sense did Reilly successfully “score” on George? Suppose George had been a very stupid person, and hadn’t understood that Reilly’s comment was supposed to be teasing/hurtful; he would have been unaffected. Or suppose he had something totally outlandish (“Yes, but there are canyons on Mars”), then insisted that it was a brilliant comeback and let Reilly exhaust/embarrass himself trying to prove it wasn’t? In contrast, if there had been a third person there (let’s say a love interest who both George and Reilly were pursuing), this pointless narcissistic zero-stakes game would become relevant: the love interest gets to evaluate the two against each other, and award status to the victor. This isn’t always the wittier of the two. You can also imagine a world where George says “Excuse me, I have an eating disorder, I think it’s incredibly stigmatizing for you to bully me like this.” Then the third person gets to decide whether to treat this as Reilly making a hilarious joke and George being too thin-skinned to take it, or as Reilly saying something offensive and George bravely calling him out. Crucially, if she wants, she can let her decision hinge on whether she liked Reilly or George better to begin with, or whether one or the other would be a better ally in the future - so this is part status-transaction and part status-test. But in the actual Seinfield episode, there is no love interest. George and Reilly are trying to score points on each other, totally unaware that this is meaningless. For Rao, this is a sure sign of Cluelessness - anyone with social skills would realize no status could be gained or lost and the whole game is pointless. So Loser jokes are 3+ people, and Clueless jokes are 2 people. Continuing the pattern, a Sociopath joke must be for one person - the joker amusing himself, totally unconcerned whether anyone else appreciates it. V. Sociopaths aren’t necessarily evil. They’re just . . . unbeholden to anyone else. They might still follow the rules because it advantages them to do it, or because they have personally chosen to follow some moral code they happen to like. But they don’t crave approval from anyone, not even abstract concepts. If the Clueless come from arrested development, and Losers from normal development and its attendant status economics, Sociopaths are formed by a sort of dark enlightenment. They have a moment when they realize nothing is true and everything is permissible. Rao’s poetic side writes: Sociopathy is not about ripping off a specific mask from the face of social reality. It is about recognizing that there are no social realities. There are only masks. Social realities exist as a hierarchy of increasingly sophisticated and specialized fictions for those predisposed to believe that there is something special about the human condition, which sets our realities apart from the rest of the universe. There is, to the Sociopath, only one reality governing everything from quarks to galaxies. Humans have no special place within it. Any idea predicated on the special status of the human — such as justice, fairness, equality, talent — is raw material for a theater of mediated realities that can be created via subtraction of conflicting evidence, polishing and masking. Mask is an appropriate term for any social reality created through subtraction, because an appearance of human-like agency for non-human realities is what the inhabitants require. By humanizing the non-human universe, we make the human special. All that is required is to control people who believe in fairness, is to remove any evidence suggesting that the world might fundamentally not be a fair place, and mask it appropriately with a justice principle such as an afterlife calculus, or a retirement fantasy. […] When a layer of social reality is penetrated and turned into a means for manipulating the realities of others, it is automatically devalued. To create medals and ranking schemes for the benefit of the Clueless is to see them as mere baubles yourself. To turn status-seeking into a control mechanism is to devalue status. To devalue something is to judge any meaning it carries as inconsequential. In terms of our metaphor of masks of gods, the moment you rip off a mask and wear it yourself, whatever that mask represents becomes worth much less. So the Sociopath’s journey is fundamentally a nihilistic one. The climactic moment in this journey is the point where skill at manipulating social realities becomes unconscious. Suddenly, it becomes apparent that all social realities are based on fictional meanings created by denying some aspect of natural, undivided reality. Reality that does not revolve around the needs of humans. The mask-ripping process itself becomes revealed as an act within the last theater of social reality, the one within which at least manipulating social realities seems to be a meaningful process in some meta-sense. Game design with good and evil behaviors. Losing this illusion is a total-perspective-vortex moment for the Sociopath: he comes face-to-face with the oldest and most fearsome god of all: the absent God. In that moment, the Sociopath viscerally experiences the vast inner emptiness that results from the sudden dissolution of all social realities. There’s just a pile of masks with no face beneath. Just quarks and stuff. Both Losers and Clueless are trying to manipulate other people’s impressions of them. Sociopaths are trying to manipulate reality. Reality includes other people’s impressions - if your goal is to become President, in some sense you care what the electorate thinks of you. But it’s an instrumental goal. Sociopaths crave the Presidency (or whatever) and use other people’s good opinions as stepping-stones. Losers and Clueless crave the good opinions directly. Once you stop craving other people’s good opinions, you lose some mental blocks that would normally prevent you from coming up with manipulative strategies. Rao says the most basic Sociopath manuever is “heads I win, tails you lose” - coming up with some way of arranging systems so that they get the credit for good results while avoiding the blame for bad ones. A simple strategy is to come up with a plan and appoint a Clueless pawn as Director Of The Plan. If the plan goes well, it was always your idea and you hand-picked and mentored the person who carried it out. If the plan goes poorly, it was always the director’s idea, you maybe thought it had some promise but he clearly bungled the execution. But this is a weak 101-level version of the maneuver; the real thing involves a bunch of bureaucracies, committees, and total deniability. Rao theorizes that most of the middle layers of companies are giant and powerful machines built by Sociopaths to guide and redirect the flow of blame and credit. Is everyone else against this? Do they view it as duplicity and oppression? Rao says no. Sociopaths aren’t just CEOs. They’re priest-kings, creating meaning for everyone else. The Clueless demand a world of legible rules, legible rewards and punishment, and a legible Authority tracking everyone’s balance. Sociopaths, who create companies, religions, governments, and every other form of authority, help Clueless people live in the legible gamified rank-able worlds their minds crave. I’m less able to follow Rao’s explanation of “Loser spirituality” and how Sociopaths control it. My guess is something like: Losers “worship” positive emotions, belongingness, and “good vibes”, within carefully obfuscated conspiracies of mutual status-blindness. These aren’t really capable of dealing with the real world: a typical fiction is that “we’re all really talented and gave our all on this project”, but in fact the project might be failing. Sociopaths are outside those conspiracies and outside local status competitions, ie your CEO isn’t going to share banter over a glass of beer with you. So they are allowed to (carefully, emotionlessly) communicate/represent/convey reality to the status-maintenance conspiracies in a way where no particular member loses status by admitting reality first. Although in some vague sense the Sociopaths are oppressing and manipulating everyone else, this isn’t how it feels from the inside: both Clueless and Losers are grateful to the Sociopaths for taking the burden of confronting reality off their shoulders. If the Sociopath fails at this, and a Clueless or Loser has to confront reality unmediated, they’ll either have a very bad time but eventually bounce back, or become a Sociopath themselves. VI. So that’s The Gervais Principle. Is any of it true? I don’t find myself or the people I know best falling clearly into any of these archetypes. They’re useful to have around. I can see pieces of all of them. But none are a great match. I can see bits of myself in the Clueless archetype. I like legible systems. I’m the person who did really well on standardized tests, really badly at networking, and ended up in medical school because it was the highest you could go on test scores alone. I’ve occasionally suggested that all politics should be replaced with some kind of system for calculating how much utility every option has, then doing whichever one is best (bonus points if it’s on the blockchain). But I’m bad at listening to authority figures,and quit my last job to start my own company. Also, Clueless people are supposed to be bad at using language in original ways, and I’m a professional writer. Sociopaths are supposed to fiercely distrust collectivism and come up with their own, usually utilitarian-inspired morality, which I identify with. But I can’t manipulate my way out of a paper bag. Also, a few weeks ago I got in an argument with a clerk over the right amount of change, after double-checking it turned out I was wrong and the clerk was right, and even though this was in an airport and I will definitely never see that clerk again, I felt embarrassed about the interaction for hours, and still feel pretty bad about it. Doesn’t really feel very ubermensch-ish or transcended-the-need-for-other-people’s-good-opinion-y. I have a group of friends, and within that group of friends I’m acutely aware of the things I’m unusually good at vs. bad at, and I worry a lot about whether my strengths qualify me to be a member in good standing. My status within that group is illegible and I prefer that to the alternative. Does that make me a Loser? Who controls the microphone in my head? Whose approval do I crave? When I was younger, I remember pretty vividly that it would be whoever I had a crush on at the time. When I started blogging, it became my blog audience. But sometimes it gets hijacked by random store clerks. And I particularly remember being invited to an event with some big name tech people, fretting about whether they would like me, exerting some willpower to remind myself that I was valid with or without their approval, and then realizing afterwards that what I had actually done was fantasize about how if I wasn’t obviously craving their approval, they would be impressed by my independence and put-togetherness and respect me even more. So fine, I (and the few other people I know well enough to use as examples) don’t naturally fall into any of these categories. Whatever, Rao said (in one sentence) that everyone has multiple types. But then what’s the use of this categorization system? If I invent three random types of people: Green: introverted, long hair, likes the cold, complains too much
Inline links: defense mechanisms, The Aristocrats, Eichmann In Jerusalem, an episode, the real thing, that make me a Loser
The Avengers1 mentions across 1 issues

The Avengers is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 16, 2024 and August 16, 2024. The archive places it in contexts such as "Atlas published two new titles: The Avengers and the X-men". It most often appears alongside 20th Century Fox, Abomination, Abomination.

Reference entry
The Avengers
Mention count
1
Issue count
1
First seen
August 16, 2024
Last seen
August 16, 2024
Outbound links
Issue trail
Related pages
Source context
Your Book Review: Silver Age Marvel Comics
August 16, 2024 · Original source
Given Marvel Comics, why Silver Age (1961-1965)? I.a. Why Superhero Comic Books? The winner of last year’s Astral Codex Ten book review contest was Brandon Hendrickson. Brandon wrote about Kieran Egan’s The Educated Mind. One of the foundations of Egan’s educational philosophy is that people learn through stories. He believes early education should focus on teaching lessons through myths and legends. This matches my experience. My kids’ favorite podcast is Greeking Out – a very well produced, very entertaining, National Geographic podcast about Greek Legends. Aside #1: When my oldest daughter was three years old she would ask everyone she met “Do you know any myths? Can you tell me a myth?” She especially liked asking people from different places to get myths from their local cultures. Once, she asked the question to a friend of mine who grew up in South Africa, “Can you tell me any South African myths?” He struggled for a minute and then said, “Okay! I have one! Bread never falls butter side down!”. That was not the type of myth she was looking for; nor the type of myth we will be discussing in this review. Every culture has foundational myths. These stories are entertaining and engaging, but they also teach valuable lessons about both what is important in that culture, and how people in that culture are expected to behave (or at least the Platonic Ideal of how they should behave). In the modern, Western world, we have assimilated many of these foundational stories, particularly the Greek myths. My kids definitely know the Greek myths, but they also know elements of Norse mythology, Egyptian myths, stories about Anasi from West Africa and more. More fundamentally my wife and I, while not religious ourselves, have made a point of exposing the kids to the stories from the Bible. It is not politically correct to call Biblical stories “myths”, but they serve the same purpose – shared cultural understanding of the way the world works. My wife grew up without any religion, and when she was in high school, she struggled with the metaphors and religious allegories that were omnipresent in most of the Western canon. In our culture, familiarity with the Bible is important for an educated person – whether they are religious or not – because it is the foundation of so much of the rest of our culture. I believe the other set of mythological stories that are foundational to our culture are – and by this point I am sure you see where I am going here – comic book superheroes. If true, then having more than a surface-level understanding of the most important superhero stories is important in a similar way to that knowing the Bible stories is important. “Do unto others as you would have them do unto you” is an important idea to understand. So is, “With great power comes great responsibility”. I.b. Why Marvel? While there are many independent superheroes that are not owned by major conglomerates, the superheroes who have built our modern foundational myths are currently owned by two corporations. Warner Bros. Discover owns the DC library of superheroes including Superman, Batman and Wonder Woman. In 2009 Disney purchased Marvel Comics and took ownership of their characters, including Spiderman, X-men and the Avengers. Aside #2: Marvel has sold temporary film rights to many of their characters over the years. The most relevant sales started in 1994 when Marvel sold the film rights of X-men and mutants to 20th century Fox, then in 1996, when Marvel went bankrupt, Fox picked up the rights to the Fantastic Four (and New Line picked up Blade). In 1999 Marvel sold the film rights (and live action TV, and animated TV longer than 44 minutes) of Spider-man and related characters to Columbia Pictures (part of Sony) for $7MM. Marvel actually attempted to sell ALL of their remaining Marvel IP film rights to Sony for $25MM, but the top management at Sony was not interested. Sony’s management allegedly told their chief negotiator “Nobody gives a shi*t about any of the other Marvel characters. Go back and do a deal for only Spider-Man). Disney acquired Marvel in 2009, and then Fox in 2019, bringing the two separated packages of characters all back together under one roof (Blade reverted back to Marvel in 2012). Sony still owns the rights to Spider-man but has made a deal with Disney to include some of his films within the Marvel-Disney universe. Marvel sold the film rights of The Hulk to Universal in 1990 and the current status of that agreement is complicated (the consensus is that Marvel now controls the film rights to the character, but Universal owns distribution rights to any stand-alone Hulk film, which could be why Disney let's Hulk co-star in Thor movies, but not vice versa). In the early aughts Marvel wanted to build their own film franchise, but were limited to only using their remaining “B-list” characters – Spider-man, X-men, and the Fantastic Four were all off limits. Fortunately, Kevin Feige, president of production for Marvel at the time, saw a way forward. He convinced Ike Perlmutter, Marvel CEO, to allow for the production of a series of films with the remaining characters begining with Iron Man (2008). Jon Favreau directed and cast Robert Downey Jr as Tony Stark. The film blew away expectations. Kevin’s plan of a series of movies where the characters would interconnect was suddenly feasible. Iron Man was followed by The Incredible Hulk, Thor, and Captain America: The First Avenger. None managed the box office magic of Iron Man, but all were successful enough that the plan stayed on track. In 2012 the characters were all brought together in the first Avengers film, which opened to over $200MM domestically and went on to gross more than $1.5B (which made it the 3rd highest grossing film of all time). Marvel became the first studio to take the interconnected world of their comic books and make the model work on the big screen (for a much larger audience). Once the model was proven to work, other studios tried to duplicate it. Aside #3: Warner Bros’ stumbles with the DC shared universe of Batman, Superman and the Justice League are well known, but that was actually their SECOND attempt at a shared universe. Their first attempt tried to copy the Marvel method more closely. They chose their own B-list hero and set up his first film to allow for a wider mythology. Alas Green Lantern (2011) failed at the box office and we never got stand-alone films about Sinestro (Yellow Lantern), Carol Ferris (Star Sapphire, the Violet Lantern), John Stewart (African American Green Lantern), Kyle Rayner (1990s Green Lantern), Alan Scott (original Green Lantern), or the Blue, Red, and Orange Lantern Corps. At least so far, no studio has successfully created anything with close to the traction obtained by the Marvel Cinematic Universe (MCU). Warner’s DC Extended universe (DCEU) had trifling success, but is being shelved and rebooted for a fresh attempt next year. Universal’s attempt at a “Dark Universe” kicked off with Tom Cruise in The Mummy (2017), but was dead on arrival. Paramount’s attempt to link the Transformers Universe to GI Joe at the end of Transformers: Rise of the Beasts has been appropriately mocked. Sony’s Spider-man films linked to the MCU have been very successful, but their attempt at a stand-alone non-MCU Spider-man universe using Spider-man’s villains as anti-heroes has floundered (mostly succeeding only as a source of memes). Next Mattel will be attempting to build a universe off the success of last year’s Barbie and may include Polly Pocket, American Girl, Hot Wheels, and He-Man and the Masters of the Universe (no word yet on Thomas the Tank Engine, View Master and the Magic-8 Ball, but all are apparently in development). To date, only Marvel has successfully built a “Cinematic Universe”. One potential reason for the MCU’s success is that Kevin Feige built his cinematic universe on the back of the existing interconnected universe of the comics. But those comics were not the first interconnected universe of stories. For that we would need to go back to our foundational myths. The Bible stories mostly interconnect. Adam and Eve flows into Cain and Abel. David and Goliath leads to the Wisdom of Solomon. Greek Myths DEFINITELY interconnect. Supporting characters in one Greek myth have starring roles in their own stories. The Greek pantheon of tales even have their own version of the Avengers. In the Quest for the Golden Fleece, Jason brings together the Argonauts, who included in their number Theseus (who defeated the Minotaur), Orpheus (who braved the underworld) and Hercules himself – all A-list stars in their own “franchises”. Stand alone stories that exist within an interconnected universe are rare in modern media but were common in the ancient myths that have stood the test of time. Only Marvel has successfully created a shared universe that follows the pattern of ancient myths. Only Marvel films have stand-alone stories and protagonists who exist together in an interconnected world. Something about that method of storytelling is deeply pleasing for humans across many cultures. Marvel films are the first and most successful modern version of the mythological universe, and that it is worth spending more time exploring Marvel’s underlying mythology and where it came from. I.c. Why 1961? The origins of Christianity and Judaism (and Buddhism and Hinduism) are very murky. Even Islam is far enough in the past that we only have a very rough understanding of how it came to exist. When scholars want to understand in detail how a new religion is born they are far better to look at Mormonism or, if you accept it as a religion, Dianetics. Similarly, we have versions of Greek myths that have been passed down to us, but we can never know how those myths changed from their first telling to their “final” versions. Were the stories once unrelated, and only later became crafted into a single “universe”? Or were the stories built off each other one by one (“Dad that Golden Fleece story was amazing! Do you know any other stories about the Hercules guy?”)? Or was it something in between? Perhaps the stories all existed independently, but were later crafted together (“Remember that 12-labors story I told you? Actually that was the same guy who was on the Argo!”) Unlike Greek legends, we can know the origin of the Marvel Universe. We can see how it was constructed step-by-step. The people who did it (most importantly Stan Lee, Jack Kirby, and Steve Ditko) are dead now, but they have not been dead for long. We can read the original work, see how it changed over the last 60 years, and we can ask the creators “what were you thinking at the time” (or at least read their answers from old interviews). We can’t always trust what Stan Lee says, but at least we can hear his point of view. No one has a transcript of an interview with Homer, or knows exactly what he was thinking when he called it the “wine-dark sea”. Tl;dr: Why read about Marvel Comic superheroes 1961-1965? Because interconnected mythological stories are very important to cultures, Marvel is the leading contender of the most recent modern mythology, and it originated in the first half-decade of the 1960s. II. How did Marvel Superhero Comics happen? Timely Comics published their first comic book in 1939 and called it “Marvel Comics”. Their most popular World War II comics included Captain America, the Human Torch (an android unrelated to the modern Human Torch except in powers, appearance and name), and Namor, the Submariner. In the early 1950s superheroes became less popular, so Timely changed its name to Atlas Comics and focused on humor, western, horror, war and science fiction stories. But in 1956 DC Comics began re-introducing their Golden Age superheroes and, in the second half of the 1950s, the genre took off again – particularly Superman, whose title, Action Comics, became the number one selling comic in America. Stan Lee, editor and chief at Atlas at the time, wanted to get in on the superhero action. Unfortunately in 1957 Atlas lost its distributor and the company had to rely on “Independent News” to get its comics on newsstands. The complication was that Independent News was owned by “National Periodical Publications”, who also owned DC-comics and did not want Atlas to introduce superheroes to compete with Superman, Green Lantern and the Flash. Independent News agreed to distribute Atlas comics but limited the publisher to eight titles per month, and only in non-super hero genres (like horror, romance and science fiction). Blocked from creating and launching new superhero titles, Stan Lee got creative, and in August 1961 Atlas Comics published Fantastic Four #1. Aside #4: Fantastic Four #1 was on newsstands in August 8th, 1961, but the date on the cover was November 1961. The convention at the time was that the cover date was not the “publication date” but rather the “pull date”. The pull date was the time when the retailer could send back unsold copies back to the publisher for a refund. In fact the retailer did not need to send the entire issue back, just the cover, as it was assumed that comic books could not be sold without the cover, and it saved on postage. This was only relevant because it was great for my dad who was a child at the time. My dad was friends with the kid whose father owed the local pharmacy which meant he had access to every comic book published in the late 1950s as long as he was willing to wait a few months and read it without a cover. Going forward in this essay I will always use the pull dates rather than the publication dates for individual comic book issues as they are far easier to source. If you want to convert pull dates back into publication dates you can subtract roughly two months, but it is inconsistent and sometimes longer, as was the case with Fantastic Four #1. Check out the cover of Fantastic Four #1: To the modern eye this certainly looks like a superhero comic. Four heroes with super powers fighting a giant monster. But in the eyes of publishers in 1961 this looked more like a science fiction adventure comic than something that would go head to head with Superman. Here are the covers of Action Comics (the best selling superhero comic at the time) from the three months leading up to Fantastic Four #1: Notice what they have in common? “Super Rivals”, “Super revenge”, “Super Substitutes”. And all include Superman in his blue and red tights. Fantastic Four’s cover featured super powers, but never used the word “super” and no one was wearing superhero costumes. Fantastic Four, as a superhero story, slipped under the radar because it wasn’t really a superhero story at all. It was a story about four close friends who attempted to fly into space, but then something goes wrong and they crash back to Earth. The experience changes them and they decide they now need to use their new abilities to help the rest of humanity – specifically against monsters who are invading from under the Earth. It is a fantastical science fiction story – not a superhero story. Later in his career Jack Kirby, the illustrator of the issue and co-creator of the Fantastic Four, was asked about his inspiration for the Fantastic Four heroes. He did NOT say Superman – or any superhero. He said Challengers of the Unknown. Challengers of the Unknown was an adventure story co-created by Kirby in Showcase #6 in February 1957. Here is how Wikipedia describes the Challengers origin: When acquaintances miraculously survive a plane crash unscathed, they conclude that since they are "living on borrowed time" they should band together for hazardous adventures. The four—pilot Kyle "Ace" Morgan, daredevil Matthew "Red" Ryan, strong and slow-witted Leslie "Rocky" Davis, and scientist Walter Mark "Prof" Haley—became the Challengers of the Unknown. Showcase #6, and the first appearance of the Challengers of the Unknown, by Jack Kirby Visually the Challengers and the Fantastic Four were similar. Both wore skin tight uniforms with belts and minimal decoration. The Fantastic Four’s relatively simple characterizations were practically pulled from Challengers. Reed takes on the traits of both Kyle, the leader, and Walter, the scientist. Johnny, the Human Torch is the daredevil. The Thing is “strong and slow-witted”. Sue, the only woman on the team, seems like a new addition, but is likely based on June Robbins who joined the Challengers team in Showcase #7, as an “honorary” or “girl-Challenger”. After surviving their respective “miraculous” crashes, both the Challengers and the Fantastic Four band together to help the world. They both travel through space and other dimensions, fighting mad scientists and monsters. The Fantastic Four’s early antagonists were not traditional super villains. In the first few issues they fight monsters from under the Earth (Issue #1), shape changing aliens (#2), and a charlatan who uses hypnotism to steal from his audience (#3). In issue #4 Kirby and Lee re-introduce Namor, the Submariner, one of Marvel’s top IP from the 1940s, and have him kidnap Sue. Only in Issue #5 and #6 (June and August 1962) and do we get a more standard-supervillain when Dr Doom attempts to steal the Fantastic Four headquarters and throw it into space. The next superhero Lee created was even less heroic than the Fantastic Four. In April 1962 (pull date), Marvel published The Incredible Hulk. If it was even a superhero story in disguise it was a very good disguise. The story was a scientific-filtered version of Dr Jekyl and Mr Hyde. It was a pure monster-story with nothing very super about it. Nothing on the cover suggests this has anything to do with superheroes: It is not clear if even Lee at the time thought the Hulk would be a superhero. In Fantastic Four #5 Johnny is reading a “great new comic mag” and mocks the Thing by comparing him to the Hulk. It seems pretty clear at this point that in the Fantastic Four’s world, the Hulk is just a fictional comic book, like in ours (more on that later): The other two superheroes the Marvel introduces in this period have even more subtle introductions. At the time Marvel had a number of generic-sounding titles and told science fiction and fantasy stand-alone stories: Tales to Astonish
Inline links: The Educated Mind, Greeking Out, Nobody gives a shi*t about any of the other Marvel characters. Go back and do a deal for only Spider-Man, Dark Universe, appropriately mocked, memes, attempting to build a universe, https://substackcdn.com/image/fetch/$s_!MbHP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F63b4711e-2248-4120-897e-bba8a595a28b_405x616.png, https://substackcdn.com/image/fetch/$s_!OCj5!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9afeb585-b58b-4932-8702-153b4fdf135d_619x305.png, Wikipedia, https://substackcdn.com/image/fetch/$s_!OzTl!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F49fd3582-b5bd-4567-b5e9-cca46c1f1c49_425x615.png, https://substackcdn.com/image/fetch/$s_!lfiM!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc23c3ad1-5fed-4063-8ac2-d9d89e69bee6_252x398.png, https://substackcdn.com/image/fetch/$s_!oV4t!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F346f85d9-580b-4eb2-b91c-3422003613d5_591x572.png
By early 1963 it was established that the Fantastic Four, the Hulk and Spider-man all existed together within the same shared universe. But what about Ant Man,Thor and Iron Man? Aside #5: The Hulk comic in Fantastic Four #5 pretty clearly establishes that the Hulk was a fictional character in the Fantastic Four world, but there are other clues that Lee was not thinking about his characters as existing and crossing over in the early days. Both Bruce Banner (the Hulk) and Mr Fantastic fight off global alien invasions in their early issues. In both cases the stories make clear that only Bruce/Reed is smart enough to save the world. No mention is made of the OTHER scientist who saved the world from the alien invasion a few months earlier. Bringing different superheroes from their own titles together was not an idea created by Atlas/Marvel and Lee. That was likely All Star Comics #3 (December 1940) when writer Gardner Fox brought together all the major DC heroes who were not staring in their own independent titles, including Green Lantern, the Flash and Doctor Fate, to create the Justice Society of America (JSA). Batman and Superman cameoed in All Star Comics #7, but generally they were considered too popular to dilute their appearances in ensemble titles. That changed in March 1960 when DC re-launched the idea of a superteam with the Justice League of America and included all of their most popular heroes as the leads – Superman, Batman and Wonder Woman. It was immediately a top seller. The launch of JLA is likely what caused the owner of Atlas to ask Lee to create a ”superhero team comic”. Lee did not have a stable of heroes to bring together, so he had to create something entirely new – The Fantastic Four. But now that Lee DID have a collection of his own heroes AND he had the greenlight to create straightforward superhero comics, he decided to build himself his own JLA. In September 1963 Atlas published two new titles: The Avengers and the X-men. The X-men were a brand new team of all new heroes, but the Avengers were a close parallel to the Justice League. Lee took his existing collection of heroes (except the Fantastic Four and Spider-man) and created an excuse for a team-up. In the issue they individually battle Thor’s brother Loki before coming together to defeat him as a team. They decide that given they all have different powers, they should work together to be unstoppable. The entire formation of the team takes only four panels and is a little corny, but it does its job: While the Avengers were a clear copy of the Justice League, Stan Lee put his own spin on it. While the JLA superheroes all had roughly the same personality and no real inter-team conflict, Lee made his heroes very distinct – almost caricatures – and there was PLENTY of inter-team conflict. The Hulk in particular abandoned the team in the second issue and was the primary antagonist by Avengers #3. Avengers #3 (January 1964) is itself the final step in connecting all of the Marvel heroes together. The Hulk has gone missing and the rest of the team wants to find him. Iron Man uses an “Image Projector” to ask other superheroes around the world if they had seen the Hulk. He visits the Fantastic Four, Spider-man and the X-men. In that same month in Tales of Suspense, Iron Man meets Angel (one of the X-men). The cat was out of the bag. Lee had a new trick to boost sales of all of his titles and he put it to work throughout the year. The first full crossover of the Fantastic Four and the Avengers happens in May (Fantastic Four #26). Daredevil premiered in March 1964 (with Spider-man on the cover, but not in the pages), and crosses over in Amazing Spider-man #16 (September 1964). Dr Strange first appears on the cover of another title in Fantastic Four #27 (June 1964). The Avengers battle the X-men (before teaming up) in X-men #9 (Dec 1964) Atlas was no longer just a collection of comic books about various topics, or even a collection of different flavors of superhero. It was a single shared universe: The Marvel Universe. It wasn’t planned out in advance, instead it happened in stages due more to commercial rather than artistic needs. Basically Stan Lee created the most successful modern mythology because he needed the money. III. Are Silver Age Marvel Comics any good? Well, apart from Amazing Spider-man, which holds up surprisingly well, I would not recommend reading any of them. Even Spider-Man is much weaker than the Ultimate Spider-Man reboot version of the story published 2000-2011. If you wanted to read Spider-Man from the beginning you would likely enjoy that later series a lot more than the original. The other titles vary in quality from “okay” (the Fantastic Four) to “absolute garbage” (Ant Man stories in Tales to Astonish). Which begs the questions, if these comics were so bad, how did they succeed as well as they did? Clearly the comics were “good for their time”. Millions of people bought and read them, and they clearly passed the “test of time”. So does that mean that we are better today at making art than we were back then? Or is art neither better or worse, just “of its time” and people back then would think the Ultimate Spider-man stories from 2000 were unreadable? I will argue the following: The stories were “good for their time”. VERY good for their time. They were much much better than the comic book stories that preceded them, and much better than other contemporary comic book adventures (like those being published by DC)
Inline links: https://substackcdn.com/image/fetch/$s_!JwSH!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F89ab07df-deb7-4c5d-b418-17f6c0d2a40b_600x566.png
While the Avengers were a clear copy of the Justice League, Stan Lee put his own spin on it. While the JLA superheroes all had roughly the same personality and no real inter-team conflict, Lee made his heroes very distinct – almost caricatures – and there was PLENTY of inter-team conflict. The Hulk in particular abandoned the team in the second issue and was the primary antagonist by Avengers #3. Avengers #3 (January 1964) is itself the final step in connecting all of the Marvel heroes together. The Hulk has gone missing and the rest of the team wants to find him. Iron Man uses an “Image Projector” to ask other superheroes around the world if they had seen the Hulk. He visits the Fantastic Four, Spider-man and the X-men. In that same month in Tales of Suspense, Iron Man meets Angel (one of the X-men). The cat was out of the bag. Lee had a new trick to boost sales of all of his titles and he put it to work throughout the year. The first full crossover of the Fantastic Four and the Avengers happens in May (Fantastic Four #26). Daredevil premiered in March 1964 (with Spider-man on the cover, but not in the pages), and crosses over in Amazing Spider-man #16 (September 1964). Dr Strange first appears on the cover of another title in Fantastic Four #27 (June 1964). The Avengers battle the X-men (before teaming up) in X-men #9 (Dec 1964) Atlas was no longer just a collection of comic books about various topics, or even a collection of different flavors of superhero. It was a single shared universe: The Marvel Universe. It wasn’t planned out in advance, instead it happened in stages due more to commercial rather than artistic needs. Basically Stan Lee created the most successful modern mythology because he needed the money. III. Are Silver Age Marvel Comics any good? Well, apart from Amazing Spider-man, which holds up surprisingly well, I would not recommend reading any of them. Even Spider-Man is much weaker than the Ultimate Spider-Man reboot version of the story published 2000-2011. If you wanted to read Spider-Man from the beginning you would likely enjoy that later series a lot more than the original. The other titles vary in quality from “okay” (the Fantastic Four) to “absolute garbage” (Ant Man stories in Tales to Astonish). Which begs the questions, if these comics were so bad, how did they succeed as well as they did? Clearly the comics were “good for their time”. Millions of people bought and read them, and they clearly passed the “test of time”. So does that mean that we are better today at making art than we were back then? Or is art neither better or worse, just “of its time” and people back then would think the Ultimate Spider-man stories from 2000 were unreadable? I will argue the following: The stories were “good for their time”. VERY good for their time. They were much much better than the comic book stories that preceded them, and much better than other contemporary comic book adventures (like those being published by DC)
The Battle of the Bulge1 mentions across 1 issues

The Battle of the Bulge is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 09, 2024 and August 09, 2024. The archive places it in contexts such as "The Battle of the Bulge, the last offensive by the Germans". It most often appears alongside 101st Airborne, Admiral Ernest King, Albert Speer.

Mention count
1
Issue count
1
First seen
August 09, 2024
Last seen
August 09, 2024
Outbound links
Issue trail
Related pages
Source context
Your Book Review: How the War Was Won
August 09, 2024 · Original source
The US and the UK sent a lot of material help and eventually fought the Germans too, most notably in the D-Day invasion and the Battle of the Bulge. However, most of the fighting was done by the Soviets.
Data from HtWWW, recreated to improve image quality. German oil shortages caused exactly the same training problem Japan had faced, with a slightly different but similarly disastrous outcome. Japanese training and production problems led to planes not arriving where they were supposed to in fighting condition (perhaps as few as 10% were actually combat capable when they arrived!) For Germany, training shortfalls meant annihilation for their air force as inexperienced pilots were forced to fight numerically and qualitatively superior American and British pilots. German monthly aircraft lost/damaged rates increased from 52.5% in January 1944 to 96.3% in June. One particularly illuminating episode illustrates how these problems manifested for Germany. The German air force had a reserve of 800 aircraft to counter the D-Day landings. The pilots of that force were used to only flying under expert control systems in Germany (countering bombing raids). When they went to France, they had trouble navigating and often landed on the wrong fields. Ultimately, they were poorly prepared to fight. The head of German fighter command was certain that the entire reserve did not destroy even two dozen Allied aircraft. American/British Airpower Decided the Outcome of Land Battles Beyond the strategic effects of bombing, tactical airpower (i.e., airplanes attacking land forces) gave an insurmountable advantage to the western Allies’ land forces. After D-Day, the Germans had a very strong defensive position in the hedgerows of northwest France. Allied aircraft literally carpet bombed one of the strongest divisions in the German army out of existence, with 70% casualties in one day. That division would normally have approximately 200 AFVs. At the end of that one day of bombing, it had 14. The Battle of the Bulge, the last offensive by the Germans to drive back the western Allies’ advance, was almost pathetic in its hopelessness. We Americans tend to focus on the hard fighting at the outset of the battle, and the stout resistance of the 101st Airborne at Bastogne. Knowing that airpower would make their attack impossible, the Germans timed the battle for bad weather and prayed it lasted as long as possible. Prayer was really the only option. Once the skies inevitably cleared after a little over a week of bad weather, more than 2,000(!) Allied bombers destroyed the German offensive. With most logistical support wiped out, one famous German division had to abandon all its vehicles and walk back to Germany. Criticism of HtWWW as a Book: Love the Data, (Mostly) Don’t Care About the People My single biggest criticism of HtWWW is O’Brien spends a lot of time (I would estimate 20% of the book) discussing the relative importance and influence of various people in the United States and United Kingdom. The section on Doug MacArthur is worth a longer digression, which I have included below. The problem is that focusing on personnel is almost completely irrelevant to the main argument of the book. For example, it is modestly interesting that Franklin Roosevelt, consistent with advice from Harry Hopkins and Admiral Ernest King, focused America’s productive effort on air and sea power. It is not at all central to the argument that air and sea power won the war. The fact that these particular people thought it was a good idea to build planes and ships matters less than the outcome that the U.S. did exactly that. I am very much interested in World War II history, and on an interestingness scale of 1-10, I found this discussion to be at about a 4. The central argument of the book about German and Japanese production was a consistent 10. Sidenote: MacArthur Was a Disastrous General In the part of the book focused on personnel, the one discussion that hit around a 9 or 10 was of Douglas MacArthur and the invasion of the Philippines. MacArthur was the American general commanding the defense of the Philippines. The Japanese conquered the Philippines, and MacArthur slipped away to Australia, heroically vowing, “I shall return.” He did in December 1944, and some of the worst fighting of the war took place, with massive casualties for the Americans, Japanese, and Filipino civilians. Fighting was still ongoing in the Philippines when the war ended in August 1945. The Americans took more than 220,000 casualties, the Japanese 430,000. Estimates vary on Filipino civilian deaths, but 750,000 is a credible middle of the road estimate. O’Brien’s contribution here was pointing out the strategic pointlessness of MacArthur’s invasion. The big American strategy in the western Pacific was to penetrate the Japanese defensive line of islands to link up with China. The northern Marianas Islands also were within heavy bomber range of Japan, and so would allow for efficient, effective bombing. (Bombing Japan from bases in China were logistically impractical, with virtually all materials being flown in over the Himalayas—another fascinating logistics discussion in this book.) The Americans had already conquered the Marianas Islands and had total air and sea dominance in the western Pacific. The forces the Japanese had in the Philippines could have been simply left to wither, as they had been on other islands bypassed by the island-hopping campaign. So, why did the Philippines invasion happen? The inescapable conclusion is that MacArthur was too politically formidable to risk angering, and he personally wanted to invade the Philippines to make good on his promise to return. Not coincidentally, the Philippines also offered some prospect of an extended land campaign where MacArthur could improve his reputation after his disastrous original defense of the Philippines. Also relevant, in O’Brien’s words: “MacArthur [] dazzled Roosevelt with tales of easy victories and grateful Filipinos and American voters.” Criticisms of HtWWW’s Central Argument I think it is clear from the data that O’Brien’s argument, that air and sea power played a more important role than land battles in deciding the war, is fundamentally right. Still, one can raise a few objections. Individual naval battles were capable of destroying a significant percentage of overall production. O’Brien discusses the Battle of Midway, where the Japanese lost four aircraft carriers (37 percent of their navy’s aircraft carriers at the time, 22 percent of all carriers they had during the war). This point doesn’t really disprove O’Brien’s core argument—it is basically a footnote saying that individual naval battles are more likely to matter than individual land battles. Politics and psychology matter tremendously in war, sometimes more than productive effort. O’Brien tacitly acknowledges this in the V-2 weapons discussion when he notes that the Germans spent all this money and effort on a psychological salve to the trauma of Allied bombing. The Japanese did ultimately surrender after the atomic bombings. (Or, if you are more on the revisionist end of the spectrum, they surrendered after the Soviets declared war.) France surrendered after a few disastrous battles. The productive effort lens might be useful, but subject to important caveats. Why Does the Conventional Narrative Focus on Battles? A perfect companion book to HtWWW would examine why military historians and the broader public have focused inordinately on battles. Here are some plausible factors: Battles are more dramatic. Propaganda during the war focused on battles so that there would be more inherent drama. Working twelve hour shifts in a factory to win the great battle is probably psychologically easier than thinking your work is going to disappear into an inchoate slog.
The Blitz1 mentions across 1 issues

The Blitz is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 26, 2021 and August 26, 2021. The archive places it in contexts such as "the bombing of German cities during WWII, the Blitz". It most often appears alongside ADHD, alt-right, American.

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The Blitz
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1
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August 26, 2021
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August 26, 2021
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Highlights From The Comments On Missing School
August 26, 2021 · Original source
This article cites a number of studies about various incidents that disrupted education, including Hurricane Katrina, the bombing of German cities during WWII, the Blitz, and the closing of the public school system in Prince Edward County, Virginia after Brown v. Board, that claim to have found long-lasting effects though I’m sure some of them suffer from the problems you mentioned.
Inline links: This article
The Curve1 mentions across 1 issues

The Curve is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between October 21, 2024 and October 21, 2024. The archive places it in contexts such as "I’ve been asked to advertise The Curve , a conference on “the trajectory of transformative AI"". It most often appears alongside ACX, ACX Meetup, Berkeley.

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The Curve
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1
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1
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October 21, 2024
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October 21, 2024
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Open Thread 352
October 21, 2024 · Original source
3: I’ve been asked to advertise The Curve, a conference on “the trajectory of transformative AI”, including forecasting, alignment, etc. It’s by the Manifold/Manifest/Manifund team and will be held at Lighthaven, Berkeley from November 22 - 24, tickets are $100 for students, $300 - $800 for others. Apply here. I hope to attend.
Inline links: The Curve, Lighthaven, here
The Economic Stabilization Act of 19701 mentions across 1 issues

The Economic Stabilization Act of 1970 is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 04, 2021 and May 04, 2021. The archive places it in contexts such as "The Economic Stabilization Act of 1970". It most often appears alongside 2008, 9/11 attacks, A Brief History Of Neoliberalism.

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May 04, 2021
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May 04, 2021
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Book Review: A Brief History Of Neoliberalism
May 04, 2021 · Original source
Reading A Brief History Of Neoliberalism, I got the impression that our economic amnesia about the 1970s is no less striking. There was no 1929-style thunderclap market crash, just one damn thing after another. I read the book close enough to Passover that the Ten Plagues came to mind. The dollar glut (*spills drop of wine*). The Nixon Shock (*spills another drop*). The Economic Stabilization Act of 1970. The fall of the gold standard. The 1970s Steel Crisis. The 1973 Oil Crisis. Stagflation. The Winter of Discontent. The 1979 Energy Crisis. And the Angel of Death was the Volcker Shock of 1980, when unemployment crossed 10% and people mailed the Federal Reserve coffins and unused two-by-fours in protest.
Inline links: dollar glut, Nixon Shock, The Economic Stabilization Act of 1970, fall of the gold standard, 1970s Steel Crisis, 1973 Oil Crisis, Stagflation, Winter of Discontent, 1979 Energy Crisis, Volcker Shock of 1980
The Endless Eight1 mentions across 1 issues

The Endless Eight is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 28, 2022 and December 28, 2022. The archive places it in contexts such as "The Endless Eight was the time a popular anime featured a time loop subplot". It most often appears alongside 2C-B, 48: Bean, @AliceFromQueens.

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The Endless Eight
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December 28, 2022
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December 28, 2022
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Links For December 2022
December 28, 2022 · Original source
26: Tumblr user suntzuanime talks anime history: The Endless Eight was the time a popular anime featured a time loop subplot; in order to make the audience “viscerally feel what it was like to be trapped in a time loop”, they reran “the same episode, week after week; completely reshot, to prove they weren’t even saving money. It was unbelievable.”
Inline links: The Endless Eight
The Eternal Kidney Proposition1 mentions across 1 issues

The Eternal Kidney Proposition is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between March 06, 2026 and March 06, 2026. The archive places it in contexts such as "so began one of the most shameful chapters in California ballot history: The Eternal Kidney Proposition". It most often appears alongside 2026 Billionaire Tax Act, ACX legal and economic analysis team, American Nursing Association.

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March 06, 2026
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March 06, 2026
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SEIU Delenda Est
March 06, 2026 · Original source
Buoyed by their success, SEIU identified dialysis clinics as their next target, and demanded similar union expansion rights (I can’t find any information about whether they also wanted more cash). The dialysis clinics refused, and so began one of the most shameful chapters in California ballot history: The Eternal Kidney Proposition. SEIU proposed a 2018 ballot proposition to cap dialysis clinic revenues at some unsustainable level. The clinics spent $100 million fighting it, “the most money raised for a campaign like this in California history”, and it failed.
The Evolutionary War1 mentions across 1 issues

The Evolutionary War is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 16, 2024 and August 16, 2024. The archive places it in contexts such as "Then in 1988 Marvel ran with three separate events: The Evolutionary War". It most often appears alongside 20th Century Fox, Abomination, Abomination.

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The Evolutionary War
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1
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1
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August 16, 2024
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August 16, 2024
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Your Book Review: Silver Age Marvel Comics
August 16, 2024 · Original source
The “event” innovation was so commercially successful that Marvel cross-title events became more and more common (It was not so successful artistically. Secret Wars II is commonly on the top of lists of the worst Marvel storylines of all time). 1985’s Secret Wars II was followed by Mutant Massacre across the X-men titles in 1986 and Kraven’s Last Hunt across the Spider-man titles in 1987. Then in 1988 Marvel ran with three separate events: The Fall of the Mutants, The Evolutionary War and Inferno. By 1993 there were TEN cross-title events across Marvel. The number of events eventually came down, but the number of issues that were part of events continued to rise.
Inline links: the worst Marvel storylines of all time
the fall of the gold standard1 mentions across 1 issues

the fall of the gold standard is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 04, 2021 and May 04, 2021. The archive places it in contexts such as "The fall of the gold standard". It most often appears alongside 2008, 9/11 attacks, A Brief History Of Neoliberalism.

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1
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1
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May 04, 2021
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May 04, 2021
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Book Review: A Brief History Of Neoliberalism
May 04, 2021 · Original source
...assover that the Ten Plagues came to mind. The dollar glut (* spills drop of wine* ). The Nixon Shock ( *spills another drop*) . The Economic Stabilization Act of 1970 . The fall of the gold standard . The 1970s Steel Crisis . The 1973 Oil Crisis . Stagflation . The Winter of Discontent . The 1979 Energy Crisis . And the Angel of Death was the Volcker Shock of 1980 ,...
The Fall of the Mutants1 mentions across 1 issues

The Fall of the Mutants is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 16, 2024 and August 16, 2024. The archive places it in contexts such as "Then in 1988 Marvel ran with three separate events: The Fall of the Mutants". It most often appears alongside 20th Century Fox, Abomination, Abomination.

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1
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1
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August 16, 2024
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August 16, 2024
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Your Book Review: Silver Age Marvel Comics
August 16, 2024 · Original source
The “event” innovation was so commercially successful that Marvel cross-title events became more and more common (It was not so successful artistically. Secret Wars II is commonly on the top of lists of the worst Marvel storylines of all time). 1985’s Secret Wars II was followed by Mutant Massacre across the X-men titles in 1986 and Kraven’s Last Hunt across the Spider-man titles in 1987. Then in 1988 Marvel ran with three separate events: The Fall of the Mutants, The Evolutionary War and Inferno. By 1993 there were TEN cross-title events across Marvel. The number of events eventually came down, but the number of issues that were part of events continued to rise.
Inline links: the worst Marvel storylines of all time
The Future of Legal AI1 mentions across 1 issues

The Future of Legal AI is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between June 03, 2025 and June 03, 2025. The archive places it in contexts such as "The Future of Legal AI". It most often appears alongside ACX Commentariat, Arnold Schoenberg, Baldur's Gate 3.

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The Future of Legal AI
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1
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1
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June 03, 2025
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June 03, 2025
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Choose Nonbook Review Finalists 2025
June 03, 2025 · Original source
...-a-Book Review Contest" Ollantay Person of Interest Phoenix Theatre at Great Northern Mall Princess Mononoke The Beginning After The End Of Humanity Circus The Brutalist The Future of Legal AI The Tale Of The Princess Kaguya The Zone Of Interest She-Ra and the Princesses Of Power Shrinking: Men Silo Skibidi Toilet
The Great Depression1 mentions across 1 issues

The Great Depression is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 19, 2023 and May 19, 2023. The archive places it in contexts such as "The Great Depression, a time of deflation, had provided proof of the seesaw". It most often appears alongside 1980, 1980 referendum, 1995 referendum.

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The Great Depression
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1
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1
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May 19, 2023
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May 19, 2023
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The Question Of Separatism
May 19, 2023 · Original source
This book is Jacobs’s least read. It was published in 1980, right after the first referendum where Quebecers voted to remain a part of Canada. It is based on lectures that Jacobs (who was an American but had moved to Canada in 1968) gave in Toronto right before the referendum. It’s not hard to guess why the book didn’t have a huge (read: any) impact. First, most people outside Quebec or Canada don’t have any reason to care. Second, the essay — which was written in English — argues in favor of the secession of Quebec, which virtually no one among the English-speaking population of Canada agreed with. The natural reaction from Canada’s intelligentsia was to ignore the book altogether. Meanwhile, few people in Quebec itself read it, since the referendum was over; it wasn’t even translated into French until decades later. As a result, The Question of Separatism sits awkwardly in Jane Jacobs’s bibliography, as if it were “a mistake in an otherwise brilliant career,” like I read somewhere. In a 2005 interview, one year before her death, Jacobs said that no journalist ever asked her about it. But the book was not a mistake. I don’t claim any special insight here: Jane Jacobs herself said so in that same interview. She said that she would have written the same book in 2005, “because that’s the way it is in the world, and it still holds.” Besides, The Question of Separatism is in fact not that much about the specifics of Quebec’s political situation, but rather about interesting generalities: what size means for countries and organizations, and why the fate of nations depends primarily on what happens in their cities. Taken together with Cities and the Wealth of Nations, which Jacobs wrote a few years later to expand on those ideas, we get a coherent and deeply interesting philosophy of economics: one that favors the local scale, cities and small countries, antifragility long before Nassim Taleb coined the term, and avoiding grandstanding theories that always fail to take into account the real complexity of the world. I. A Fake Mystery Cities and the Wealth of Nations opens on an economic mystery. “For a little while in the middle of this century,” writes Jacobs, “it seemed that the wild, intractable, dismal science of economics had yielded up something we all want: instructions for getting or keeping prosperity.” This was the 1940s to 1960s, and economists thought they had it all figured out. It was the golden age of high modernism and scientific technocracy. Everywhere from China to the Soviet Union to the United States and Britain and the nascent European Economic Community, leaders were coming up with elaborate plans, rooted in macroeconomic theories, that were supposed to guarantee future wealth and avoid economic crises. The theories had been developed by many thinkers over the previous two hundred years: Richard Cantillon, Adam Smith, John Stuart Mill, Karl Marx, John Maynard Keynes. Jacobs explains how they each had their own ideas of how the economy worked, disagreeing over things like whether supply or demand was the main driving mechanism, but they all agreed on a fundamental fact: inflation and unemployment have an inverse relationship to each other, like a seesaw. High inflation comes with low unemployment; high unemployment comes with low inflation, or even deflation when prices drop. The Great Depression, a time of deflation, had provided proof of the seesaw. Big government projects, as prescribed by Keynesians, were a way for states to reduce unemployment and bring the seesaw back in a balanced state. Economists developed fancy models, based on historical data, to predict the behavior of the economy. The Phillips curve in particular became popular. It was the golden age of technocracy; it was the triumph of high modernism. From now on wealth was assured, because we weren’t blind anymore: we had the curves. And yet — by the 1970s and 1980s, when Jane Jacobs was writing, the theories all stopped working. There was high inflation and high unemployment. People called it stagflation. Keynesian advisers in various governments were devastated: either their ideas were wrong, or they were applying them wrong. Economists such as Milton Friedman, from a rival school of economists called the monetarists or the Chicago school, came to the rescue — but their remedy, Jacobs believes, only made things worse. Whatever governments did to increase employment made inflation worse; whatever they did to attenuate inflation killed employment. The seesaw from the theories was working in application, even though it didn’t explain reality anymore. Stagflation was not supposed to exist, so stagflation could not be fought. At this point we’re near the end of Chapter 1, the densest part of the book. Jacobs has artfully guided us along economic history and laid out the mystery for us. What’s going on? we wonder. How are we supposed to deal with the two-headed monster of stagflation, if all economists are stumped? Then Jacobs, in a masterstroke, flips the whole thing over. I was impressed enough that I would have inserted a spoiler alert here, if it didn’t feel so silly putting a spoiler alert in an essay on economics. Stagflation is not a strange monster from legend. It is, Jacobs says, just the normal state of everything. Backward economies are in fact constantly in a state of stagflation. The prices in a poor country like Portugal or India (her two examples) feel low for an American or Canadian, but they’re high for most Portuguese or Indian people. At the same time, Portugal and India provide too few jobs to their residents. Inflation and unemployment are both perennially high, and none of that feels surprising whatsoever. Stagflation, in short, is just good ol’ poverty. All these fancy economists, from Cantillon in 1700s France to Keynes and Friedman in the 20th century Anglosphere, were thinking and writing about unusual places: rich countries that were undergoing fast economic development. They were making the classic mistake of treating poverty as a mystery and wealth as a given, when in fact poverty is the normal order of things and wealth, when it does occur, is what warrants an explanation. The result is that we don’t really know how to fix the economy of poor countries, nor do we know how to deal with decline in rich countries, whether we call it stagflation or something else. Jacobs derives from this a pretty damning view of macroeconomics. It is to her a science that has failed again and again, each time engulfing the equivalent of billions of dollars in wasted wealth. “We must,” she writes at the close of Chapter 1, “find more realistic and fruitful lines of observation and thought than we have tried to use so far. It is bootless to choose among existing schools of thought. We are on our own.” Fortunately, she has some ideas. II. Nations and the Wealth of Cities The original sin of macroeconomics, Jacobs believe, is to treat sovereign countries, or nations, as the main unit of economic analysis. This error, she claims, goes back to mercantilism, one of the first formal economic policies. Oversimplified, mercantilism states that wealth is synonymous with the amount of gold and silver in a nation’s treasury. This makes nations the main unit of economic analysis by definition. It’s a tautology — and one that was somehow embedded so deep in economic thinking that even the non-mercantilist Adam Smith would eventually choose, for his masterpiece of economic theory, the title An Inquiry into the Nature and Causes of the Wealth of Nations. Today, even though mercantilism has long been obsolete, we perpetuate the same tautology whenever we talk of the Gross Domestic Product or look at the very nice charts from Our World in Data, which for the most part allow only one level of resolution: sovereign countries. Of course, nations are an economically important concept because of that one property: they are sovereign, and therefore they write laws and implement policies that affect the economy. These policies can be productively compared. But that’s about it — for everything else, nations aren’t the right way to think about wealth. One reason is simply that they’re very different from one another: “it affronts common sense,” Jacobs writes, “to think of units as disparate as, say, Singapore and the United States, or Ecuador and the Soviet Union, or the Netherlands and Canada, as economic common denominators.” I would add that countries are arbitrary and changing: when the Soviet Union was replaced by 15 sovereign countries, the economic reality didn’t suddenly reshape itself to match the new borders. Lastly, nations contain, under the hood, many sub-economies that are also highly different from one another. None of that is secret or forbidden knowledge. Everyone has always been aware that New York City, or Milan, are economically very different from rural Mississippi or Sicily. But I find that it’s far easier to think in terms of “the United States” or “Italy,” especially when you’re not from there. Nations are an abstraction of real-life complexity, and are accordingly very tempting to use. Also, they’re often the entities that collect statistics, which is another difficult-to-resist temptation for anyone who likes quantitative data. Cities as Radiators of Economic Forces If nations aren’t the best unit to analyze the economy, what is? This is a Jane Jacobs book, so the answer is obviously going to be cities. Jacobs doesn’t actually give a clear argument why. Maybe that was in her previous book, The Economy of Cities. So far as I can see, her reasoning is, ironically, a bit tautological: “all developing economic life depends on city economies; it depends on them by definition because, wherever economic life is developing, the very process itself creates cities and has probably always done so.” But so far as I can see, this reasoning is correct. Cities concentrate people, and therefore economic life, and therefore economic power. The driving force for all this is a phenomenon that, from what I gather, was discovered by Jacobs when she wrote The Economy of Cities: import replacement. Consider, say, Boston back when it was a tiny settlement, not yet a city, in colonial times. At first, Boston didn’t produce much, especially not much that would be of interest to its main trading partner, London. It exported some natural resources: timber, fish. Whatever else the Bostonians needed, they needed to import it from other cities, again mostly London. (Remember to think of imports and exports in terms of cities, not nations.) For instance, at first, all metal tools in Boston came from European cities, and were paid for by the revenue from selling the timber and fish. Then, one day, some Bostonians decided to build an ironworks and make metal tools themselves. (Pictured: a reconstruction of the Saugus Iron Works, established 1646.) This wasn’t of any interest to London or other European cities. The Bostonians weren’t nearly as good or efficient at making metal tools as Londonians were. So Boston couldn’t export the metal tools back to Europe — but it could use them internally, and also export them to other American cities that were about as poor as Boston was, or poorer. Internally, this meant the spark of a manufacturing economy in Boston, as easily obtained metal parts made it easier for other Bostonians to replace other imports from European cities, and eventually develop a symbiotic network of industries. It also meant that the revenue from fish and timber could be used to import new things, including new innovations from European cities (which would later become opportunities for more import replacement). And because there were customers for Boston-made metal goods in New York and Philadelphia, and eventually Cincinnati and Chicago and Pittsburgh as these cities came into existence, it meant additional revenue for Boston that it could reinvest into developing its production further. For Jacobs, virtually all city development can be seen through the lens of import replacement (which, to be clear, has approximately nothing to do with policies of import substitution industrialization; import replacement is not a policy, but a naturally arising free market phenomenon). Her book contains many other examples than Boston, such as Venice, which started off in the early Middle Ages as a small town that sold salt to Constantinople, but then diversified its production to become one of the wealthiest cities of its time; or Taipei and Kaohsiung, two cities in Taiwan that kickstarted their development not long before the 1980s, by forcing expropriated landlords to invest into local import-replacing businesses. One is reminded of Scott’s review of How Asia Works. Import replacement, then, is what makes cities economically powerful. And this power is so great that it causes ripples in distant places. In fact it is the main reason that anything happens at all in non-city areas. Jacobs gives the example of Bardou, a small village in southern France. Bardou looks like this: To the extent that Bardou ever had an economic life, that life was almost entirely driven by distant cities. In ancient times, the area was populated because of iron mines nearby. The mines were exploited to serve the needs of people in the distant cities of Lugdunum (Lyon), Nemausus (Nîmes), or even Rome. As Jacobs notes, we could say that the mines served “the Roman Empire,” but that would be another example of using the abstraction of sovereign countries when we should instead be specific. It was Lugdunum, Nemausus and Rome that wanted the iron — not some random rural area of the empire, and certainly not the part of the empire in which Bardou was located. Eventually the mines and the region were abandoned. More than 1,000 years later, peasants moved into the area and built the modern village. For centuries they lived a wretchedly poor life of subsistence farming. No cities exerted any influence on it, and indeed nothing happened. Then, in the 19th century, the people of Bardou learned that they could improve their situation by moving to distant cities such as Paris, and most of them did. Again, the force wasn’t being exerted by “France”; Bardou was already part of France. The force was specifically being exerted by Paris and other cities with jobs for poor peasants. By the 1960s, only one old man was left. That’s when two foreign visitors, a German and an American, happened upon the village, decided to buy most of it, revitalized it, and turned it into a tourist spot (and even, for a brief time, into a set for a movie company). Today Bardou is a popular place for travelers — who are mostly city people, and spend money that was mostly earned in cities. The Bardou story contains examples of several of the forces that import-replacing cities radiate, according to Jacobs. These forces are central to her thinking. There are five of them: Markets. Cities house a lot of people who need a lot of goods and services, and are therefore strong markets to sell goods and services to. This was the force that acted on the Bardou area when it was a Roman mining region, and again today when it functions as a tourist spot for city vacationers.
Inline links: Phillips curve, https://substackcdn.com/image/fetch/$s_!9wEn!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F850ce64a-4367-4a7a-a9ec-e8eb1af3ed08_399x292.png, Our World in Data, https://substackcdn.com/image/fetch/$s_!zS15!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7d533e64-f407-4b05-aea5-5b5a9dbdc7bc_1600x1130.png, import replacement, https://substackcdn.com/image/fetch/$s_!5j2T!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7f2675d9-ce56-4ac5-9b78-a16720269dea_1600x1159.png, import substitution industrialization, Scott’s review of, Bardou, https://substackcdn.com/image/fetch/$s_!RfMs!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc119b085-f7b3-4e09-a586-9f4fc4c2ea21_1200x1600.png
The Hackers Conference1 mentions across 1 issues

The Hackers Conference is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between September 19, 2025 and September 19, 2025. The archive places it in contexts such as "Roger Gregory went to The Hackers Conference in Saratoga". It most often appears alongside 1987, 1988, Adleman.

Reference entry
The Hackers Conference
Mention count
1
Issue count
1
First seen
September 19, 2025
Last seen
September 19, 2025
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Your Review: Project Xanadu - The Internet That Might Have Been
September 19, 2025 · Original source
Eric Hill, a 15-year-old hacker and indicted felon, who “had been dismissed by the judge with admiration.” In Swarthmore, Nelson hoped his decades-old dream of Xanadu would finally materialize. 5. Developing Xanadu Ted Nelson had built Project Xanadu into, for lack of better terminology, a cult.8 He writes: We all were deeply concerned about the Bad Guys, who we saw as a combination of IBM and the government. (The others were all Libertarians, I still called myself a Cynical Socialist.) The Bad Guys would spy on people, withhold and block information, and give us inferior hypertext. We had to Do It Right, to help prevent this. This meant using the standard business defenses—especially non-disclosure agreements (I made all of them sign) and secret proprietary algorithms. The Xanadians had a messiah—Ted Nelson—a gospel—Computer Lib—a persecution complex, a fearful dystopia—“inferior hypertext”—a hopeful utopia—Xanadu—and utter secrecy. Just six dudes in a rented house near Philly, building the internet, hiding from the Feds, signing NDAs, and saving the world. Nelson spent a summer explaining the project to his team in its entirety. By the end, Gregory, Miller, and Greene were the only ones left. They told Nelson, “We’ll do it,” and moved to another suburb, where they finally began to work on an implementation of Xanadu. The three quickly figured out a new system that would allow users to reference and link to specific parts of a file—they called these links tumblers, and made them work with transfinite numbers. Suddenly, transclusions were really possible. But after only a few early successes, the team’s progress stalled completely. Greene and Miller were young and left for jobs elsewhere, and so Gregory was left working on Xanadu alone. Nelson, meanwhile, ran a magazine called Creative Computing for a while, then tried again to build his JOT word processor—this time for the Apple II—then spent a year in San Antonio pitching a watered-down version of Xanadu (rebranded as “Vortext”) to a tech company called Datapoint. Datapoint wasn’t buying, but kept Nelson on in some sort of fake, primitive email job anyway. Gregory kept working on Xanadu in Philadelphia, slowly running out of money. Ted Nelson held an “Ecstasy party” in San Antonio: “A number of us floated down the river on inner tubes. It was quite lovely.” In 1987, like he did every year, Roger Gregory went to The Hackers Conference in Saratoga to show off the latest unimpressive version of Xanadu. There, he met a man named John Walker—founder of the wildly successful Autodesk—and pitched the project to him. Incredibly, Walker was interested, and after tense negotiations with Nelson, agreed to fund Xanadu in earnest. Beginning in 1988, Autodesk poured millions of dollars into the project, and a programming team led by Gregory finally started to make real progress. Walker said of Xanadu: “In 1980, it was the shared goal of a small group of brilliant technologists. By 1989, it will be a product. And by 1995, it will begin to change the world.” Sweeping rhetoric—clear deadlines. The team came nowhere close to meeting them. Infighting broke out between two factions—while Gregory simply wanted to patch together his old C code, insisting his product “was within six months of shipping,” the whiz-kid Mark Miller came back from his new job at Xerox PARC, alongside a half-dozen of his closest friends, and insisted on a perfectionistic rewrite in a more flexible language, Smalltalk. The PARC faction began to drive Gregory up the wall. According to Nelson, it got to the point that he “was throwing things and acting crazy.” So Nelson called John Walker, the two “summoned Roger to meet [them] at John’s house at Muir Beach, and Walker told Roger he was no longer in charge.” Miller took over and began the rewrite in Smalltalk. Walker’s deadline came and went, and the team delivered nothing. Xanadu’s offices descended into chaos—Miller anointed two PARC programmers to be “co-architects,” and the three of them increasingly left the rest of the team out of the loop. For four years, Miller dawdled about, adding features, giving them clever names (files were “berts,” after Bertrand Russell, and so, for symmetry’s sake, royalty-generating transclusions became “ernies”), and never building them.9 Meanwhile, Ted Nelson was living on a houseboat, attending sex retreats and Keristan orgies, and giving talks in Singapore. He recorded a new soundtrack for his student film, the one from 1959. In 1992, Autodesk’s stock cratered, and they divested entirely from Xanadu. Miller lamented that his program was just six months from completion. Ted Nelson started a film studio to make a movie with Doug Engelbart, then left for Japan to get a PhD. Xanadu’s code was open-sourced in the late 90s. 6. The World Wide Web In March 1989, a British computer scientist named Tim Berners-Lee, working at CERN, wrote a proposal for a system unifying hypertext and the internet. It was ignored. In 1990, Berners-Lee resubmitted his proposal, it was accepted, and he began to work on the World Wide Web. The WWW had a number of advantages over Xanadu: It was much simpler—Ted Nelson wrote of it disparagingly: “Where were annotation and marginal notes? Where was version management? Where was rights management? Where were multi-ended links? Where were third-party links? Where were transclusions? This ‘World Wide Web’ was just a lame text format and a lot of connected directories.” As it turns out, it’s much easier to build a lame text format and a lot of connected directories!
Inline links: 8, 9, Keristan
The Hindu milk miracle of 19951 mentions across 1 issues

The Hindu milk miracle of 1995 is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between October 01, 2025 and October 01, 2025. The archive places it in contexts such as "The Hindu milk miracle of 1995". It most often appears alongside 1910s Portugal, 1999 British eclipse, 2017 US eclipse.

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1
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1
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October 01, 2025
Last seen
October 01, 2025
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The Fatima Sun Miracle: Much More Than You Wanted To Know
October 01, 2025 · Original source
The Hindu milk miracle of 1995.
The International Women's Day1 mentions across 1 issues

The International Women's Day is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between October 10, 2022 and October 10, 2022. The archive places it in contexts such as "The International Women's Day and the Day of Protectors of the Fatherland". It most often appears alongside 9-11, Adraste, America.

Mention count
1
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1
First seen
October 10, 2022
Last seen
October 10, 2022
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Highlights From The Comments On Columbus Day
October 10, 2022 · Original source
And yes, in Russia we are kind of without tradition with regard to national holidays, because all the main ones are at most soviet-era old. The most popular are The New Year, The International Women's Day and the Day of Protectors of the Fatherland (Progressives in Russia have been to change the nature of both of them for years: to make the Women's Day more about feminism and awareness of Women's rights, rather than flowers, beauty and "We wish you to smile more and to be a decoration of your work team"; and to demilitarise the discourse around the Protector's day and just turn it into Man's Day, like it works in school, where girls give boys gifts for Protector's Day, and boys give girls gift for Women's Day), and the Labour Day and Victory Day (the has also been attempted to get demilitarised for years, to be turned from belligerent weapons demonstrations into a day of grief for those who have died in WWII, of whom there are a few in practically every Russian family history). So yeah, we live in a country with a short tradition of holidays, and there are lots of clashes around them.
The Kidney One1 mentions across 1 issues

The Kidney One is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between November 04, 2022 and November 04, 2022. The archive places it in contexts such as "argument against is that we must never surrender to The Kidney One". It most often appears alongside ABSTAIN, Alex Padilla, American Nurses Association.

Reference entry
The Kidney One
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1
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1
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November 04, 2022
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November 04, 2022
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My California Ballot 2022
November 04, 2022 · Original source
Proposition 29: It’s The Kidney One Again
The argument in favor is that this will never stop until we pass it. If we vote no again, our children’s children will still be dealing with The Kidney One as they rocket off to the Moon or Mars or the metaverse. The sponsors of this proposition have vowed that Californians will never know peace until it passes: our choice is surrender, or binding our descendants to a war that will last through generations.
And yet the argument against is that we must never surrender to The Kidney One. As many times as it rises up to menace the Californian people, so many times shall we rally the defenders. This time the alliance of free races is called No On 29: Stop Yet Another Dangerous Dialysis Proposition, and includes the California Medical Association, Renal Physicians Association, American Nurses Association, California Chamber of Commerce, California Taxpayer Protection Committee, the NAACP, and every other group in California, even (really!) the Scottish-American Military Society.
Inline links: No On 29: Stop Yet Another Dangerous Dialysis Proposition, includes
The Late Late Show With James Corden1 mentions across 1 issues

The Late Late Show With James Corden is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between September 29, 2022 and September 29, 2022. The archive places it in contexts such as "a lie detector test conducted on The Late Late Show With James Corden". It most often appears alongside 1 Kings 10-11, 2008 Democratic National Convention, Adam Scheffer.

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1
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1
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September 29, 2022
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September 29, 2022
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Universe-Hopping Through Substack
September 29, 2022 · Original source
...nt tracking the Queen’s passing with sad and incessant scrolling, Ray J exploded on IG live, fuming about Kris Jenner’s latest PR stunt; a lie detector test conducted on The Late Late Show With James Corden, to prove she had no hand in leaking the infamous sex tape. The test, administered by a polygraph “expert” John Grogan, determined that Kris was in fact telling the trut...
...racking the Queen’s passing with sad and incessant scrolling, Ray J exploded on IG live, fuming about Kris Jenner’s latest PR stunt; a lie detector test conducted on The Late Late Show With James Corden, to prove she had no hand in leaking the infamous sex tape. The test, administered by a polygraph “expert” John Grogan, determined that Kris was in fact telling the trut...
...net after three tireless days spent tracking the Queen’s passing with sad and incessant scrolling, Ray J exploded on IG live, fuming about Kris Jenner’s latest PR stunt; a lie detector test conducted on The Late Late Show With James Corden, to prove she had no hand in leaking the infamous sex tape. The test, administered by a polygraph “expert” John Grogan, determined that Kris was in fact telling the trut...
The Long-termism UnConference1 mentions across 1 issues

The Long-termism UnConference is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between February 10, 2022 and February 10, 2022. The archive places it in contexts such as "The Long-termism UnConference will be a one/two day event". It most often appears alongside 2018, @BendiniUK, @benyeohben.

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1
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1
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February 10, 2022
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February 10, 2022
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ACX Grants ++: The Second Half
February 10, 2022 · Original source
#111: Long-Termism + Progress Studies Unconference Long-termism + Progress UnConference. We intend to solve the problem of unproductive conferences and the challenges of the interdisciplinary nature of long-termism, existential risk and progress studies by applying participatory techniques (OpenSpace) in an UnConference format. We need collaborators more than money, but budget is c. $15K. What: An innovative conference format bringing cross-silo thinkers and doers together to think about the long-term and progress. Typical conferences work badly. Hierarchies and old networks impede new connections and growth in social and relationship capital. The best conversations occur in the corridors of typical conferences. Why: The long-term is vital for humanity. Ideas are multidisciplinary and emergent. There is debate as to how much progress was are making and what we can do. The challenge cuts across a wide range of domains. Governments and traditional institutions are struggling to rise to the challenge. New ideas are needed. For those interested in these ideas, we believe participatory meeting events could lead to fruitful new ideas and connections. Perhaps low probabilities or very impactful outcomes/meetings. How: The Long-termism UnConference will be a one/two day event bringing together a range of thinkers from a wide range of domains and backgrounds to discuss long-term challenges and solutions in a self-selecting participatory manner. More on me: thendobetter.com/links or @benyeohben Pod: Ben Yeoh Chats
the moon landing1 mentions across 1 issues

the moon landing is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 01, 2025 and April 01, 2025. The archive places it in contexts such as "the magic of seeing the clouds from above? Or the moon landing?". It most often appears alongside Afghanistan, AI, anime.

Reference entry
the moon landing
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1
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1
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April 01, 2025
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April 01, 2025
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The Colors Of Her Coat
April 01, 2025 · Original source
None of these sound fully convincing. Instead, maybe we must admit that we are relocating novelty and adventure from individual engagements with art, to the arc of history itself. Our generation will never know the once-in-a-life pleasure of hearing Caruso sing in Naples. But we will get the once-in-a-life pleasure of speaking to a generative AI for the first time. We could protect the magic of the Jerusalem pilgrimage by banning air travel, but it would be a fake and flimsy sort of magic, a sort of enforced perpetual civilizational childhood. What about the magic of seeing the clouds from above? Or the moon landing?
The Mother of All Demos1 mentions across 1 issues

The Mother of All Demos is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between September 19, 2025 and September 19, 2025. The archive places it in contexts such as "The presentation went on for 90 minutes longer, and became known as The Mother of All Demos". It most often appears alongside 1987, 1988, Adleman.

Mention count
1
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1
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September 19, 2025
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September 19, 2025
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Your Review: Project Xanadu - The Internet That Might Have Been
September 19, 2025 · Original source
compilable "Command Meta Language" Live on stage, in the year 1968, Engelbart started up the NLS, opened a document, and typed some words into it. The words, he said, constituted a statement. And statements made up a file. Engelbart copied, manipulated, saved, and loaded his words and statements and files, zipping around with his newly-invented mouse. He demonstrated his ability to embed documents in one another—images with links to statements, words nested and categorized by one another, files filled with metadata. And then he paused, and the screen went blank. He explained that he and his colleagues at the ARC had been using this system to do their daily work for the last six months. He mentioned that they had, now, six consoles up and running. He showed the crowd a real document, then navigated to a statement within it. “This presentation is devoted to the AHIRC.” “What is the AHIRC?” he asked. Engelbart “froze” the initial statement, clicked on the acronym, and below the words “Augmented-Human-Intellect Research Center” appeared. He kept clicking and freezing, and a trail of nested and related information appeared—a list of funders, a graph of staffing over time, a mission statement. This was hypermedia. These were hyperlinks, he explained. NLS was a hypertext system. The presentation went on for 90 minutes longer, and became known as The Mother of All Demos.2 At around the 75-minute mark, Engelbart shows that two different NLS users could edit a single document simultaneously. While this was extremely impressive functionality, it was achieved with time-sharing—computation was done on a single machine, switching rapidly between tasks—and became infeasible the very next year, when ARPANET was released and the number of machines you could connect to one system grew rapidly. Engelbart’s hypertext system was impressive in its own right, even without collaborativity. And still, little came of it—Andy van Dam, an attendee and revolutionary computer scientist himself, would reflect decades later: “Everybody was blown away … and nothing else happened. There was almost no further impact.” Engelbart’s ideas were just a little too out there. ARC quickly faded into obscurity. In 1972, Engelbart joined an organization called Erhard Seminars Training. EST, or “est” as it was marketed, offered a 60-hour self-improvement course for tech entrepreneurs modeled loosely on Zen Buddhism. Critics suggested that the est course was a mind-control method aimed at raising an authoritarian army. It was quite credibly branded a cult. The founder of est, Werner Erhard, was accused of tax fraud (he fought the claims and won $200,000 from the IRS) and incest (by his daughter, who later recanted). Engelbart served, for many years, on est’s board of directors. His researchers all left for greener, less cult-y pastures, and ARC died with hardly a whimper. No one really wanted to associate with Engelbart. His crackpot theories about an internet modeled after the memex fell into disrepute, and, if he was remembered at all, it was for the invention of the mouse. No one cared anymore about the memex, or hypertext. 3. Hyper-dreams of Hyper-everything Well, one man cared. Ted Nelson was born in 1937 to two twenty-year-olds, Ralph Nelson and Celeste Holm. His parents divorced in 1939, leaving him to be raised by his grandparents. Both Nelson (the elder) and Holm would go on to extremely-successful film careers: the former became an Emmy-winning director; the latter an Oscar-winning actress. And, at first, Ted seemed to be following in their footsteps. As a philosophy major at Swarthmore College, he produced a film called The Epiphany of Slocum Furlow, which he described as “a short comedy about loneliness at college and the meaning of life.”3 Nelson also claims to have “[d]irected [and written] book and lyrics for what was apparently the first rock musical” in his junior year at Swarthmore. Thankfully, his interest in a career as an entertainer soon waned, and Nelson went off to study sociology in grad school—first at the University of Chicago, then at Harvard. Nelson took a computer class at Harvard, in 1960, and “[his] world exploded.”4 He realized the incredible power of computing, quickly intuited that these new machines could be generally applied to everything, and founded Project Xanadu.5 Initially, Xanadu’s scope was pretty limited. Word processors weren’t around yet, but Nelson wanted to build something strikingly similar: he wanted to write a program that could store and display documents, with version histories and edits all stored and displayed at the same time too. Later, Nelson would call this version-history feature “intercomparison.” (Strange coinages will be a… theme; I’m just trying to get you ready.) Nelson began working on an implementation, but his feature wishlist grew quickly, and he didn’t really know what he was doing, so in 1965, he sought help. He prepared a talk for the Association for Computing Machinery, and dropped, quite frankly, a bomb on the audience: The kinds of file structures required if we are to use the computer for personal files and as an adjunct to creativity are wholly different in character from those customary in business and scientific data processing. They need to provide the capacity for intricate and idiosyncratic arrangements, total modifiability, undecided alternatives, and thorough internal documentation. The original idea was to make a file for writers and scientists, much like the personal side of Bush's Memex, that would do the things such people need with the richness they would want. But there are so many possible specific functions that the mind reels. These uses and considerations become so complex that the only answer is a simple and generalized building-block structure, user-oriented and wholly general-purpose. The resulting file structure is explained and examples of its use are given. Ted Nelson was building the memex. Of course, he wasn’t a very technical guy, and so his talk mostly focused on the philosophy of Xanadu, not its implementation. He commented (emphasis mine): There are three false or inadequate theories of how writing is properly done. The first is that writing is a matter of inspiration. While inspiration is useful, it is rarely enough in itself. “Writing is 10% inspiration, 90% perspiration,” is a common saying. But this leads us to the second false theory, that “writing consists of applying the seat of the pants to the seat of the chair.” Insofar as sitting facilitates work, this view seems reasonable, but it also suggests that what is done while sitting is a matter of comparative indifference; probably not. The third false theory is that all you really need is a good outline, created on prior consideration, and that if the outline is correctly followed the required text will be produced. For most good writers this theory is quite wrong. Rarely does the original outline predict well what headings and sequence will create the effects desired: the balance of emphasis, sequence of interrelating points, texture of insight, rhythm, etc. We may better call the outlining process inductive: certain interrelations appear to the author in the material itself, some at the outset and some as he works. He can only decide which to emphasize, which to use as unifying ideas and principles, and which to slight or delete, by trying. Outlines in general are spurious, made up after the fact by examining the segmentation of a finished work. If a finished work clearly follows an outline, that outline probably has been hammered out of many inspirations, comparisons and tests. Between the inspirations, then, and during the sitting, the task of writing is one of rearrangement and reprocessing, and the real outline develops slowly. The original crude or fragmentary texts created at the outset generally undergo many revision processes before they are finished. Intellectually they are pondered, juxtaposed, compared, adapted, transposed, and judged; mechanically they are copied, overwritten with revision markings, rearranged and copied again. This cycle may be repeated many times. The whole grows by trial and error in the processes of arrangement, comparison and retrenchment. Nelson recognized that the creation of knowledge is cyclical, recursive, self-referential. And he figured that our computer systems should accept and reflect that process: If a writer is really to be helped by an automated system, it ought to do more than retype and transpose: it should stand by him during the early periods of muddled confusion, when his ideas are scraps, fragments, phrases, and contradictory overall designs. And it must help him through to the final draft with every feasible mechanical aid—making the fragments easy to find, and making easier the tentative sequencing and juxtaposing and comparing. How do you design such a system? To navigate intuitively within complex file systems, between document versions, and across source materials—to access all the scraps and fragments writers need to write—you would need to establish what Vannevar Bush called “tracks.” You would need to connect and save different ideas, linking them together. That was it—you needed links. Nelson went further, though—it wouldn’t do to simply have links to all the other files, a writer needed to see the other files before him, needed them to be brought up and displayed alongside his current work on demand. The links needed to contain their targets within themselves—so Nelson called them hyperlinks. And he called text embedded with hyperlinks hypertext, and movies embedded in his structure became hyperfilms, and so on. Nelson wanted us using computers to write and create self-referential, intricately-interconnected (“intertwingled,” as he’d later put it), eminently-accessible hypermedia. And recall, in 1965, state-of-the-art computing looked like this. Ted Nelson was thinking far, far ahead. Maybe too far ahead. Conference attendees were initially excited about his idea, but when he revealed himself to know very little about the technical task of building Xanadu—or even whether it was possible at all—interest evaporated. 4. Failing to Develop Xanadu But Nelson was all in. He would later write, “This is not a technical issue, but rather moral, aesthetic and conceptual.” Nelson loved knowledge and connection and abstraction—mere technical details wouldn’t stop him from building the best possible computer system for producing and consuming information. He met Doug Engelbart in the mid 60s, forming a friendship with the only other man taking hypertext seriously at the time, and hopped around unhappily between various academic and scientific appointments. At one point, he and Andy van Dam worked together and produced the Hypertext Editing System—released in 1967, just before Engelbart’s NLS. It was the first computer application to ever have an “undo” button—Nelson claims to this day that he invented it (and the “back” button). Shortly thereafter, Nelson’s wife left him. In his 2010 autobiography, he writes, “She, reasonably, wanted a Nice Life; women want that sort of thing.” They had a son, whom Nelson continued to visit regularly. “Debbie has been a friend and great support all these years,” Nelson adds. “[S]he believed in me.” Nelson gave a talk at Union Theological Seminary in 1968 that included this slide, which Nelson considers “the first depiction of what the personal computer turned out to be.” “About six years later they started building computers like this at Xerox PARC.” Around the same time, Nelson claims to have called Vannevar Bush and told him about Project Xanadu. Bush “wanted very much to discuss it with” Nelson, but Nelson “hated him instantly [because] he sounded like a sports coach” and never contacted him again. This, of course, proved to be extremely self-destructive (though I can’t honestly say I would’ve done otherwise). Because Xanadu was as good as dead. No one would give him the money he needed to work on it, especially not after Doug Engelbart poisoned the idea of hypertext. Nelson went where there was funding, working briefly on an early word processor called Juggler of Text (JOT). …And then he lost investment, stopped working on the project, and moved to Chicago, where he’d been offered a job teaching at the University of Illinois, to start work on a book. He would call it Computer Lib. In fact, he started work on another book at the same time, called Dream Machines. By the time he completed each of them, in 1974, ARPANET had been released, and his vision for Project Xanadu had evolved. He published the two works together—Computer Lib was his lamentation over the industry’s disdain for hypertext, and Dream Machines was Xanadu’s manifesto. Nelson designed and printed the book himself. Its pages mostly look like this: Self-referential, multimedia, creative, and fun—they were a blueprint for the internet he was building. In the Dream Machines half, Nelson writes, “The real dream is for ‘everything’ to be in the hypertext. Everything you read, you read from the screen (and can always get back to right away; everything you write, you write at the screen (and can cross-link to whatever you read).” In one section Nelson asks himself, “Can It Be Done?” His answer: “I dunno.” Remember, Xanadu wouldn’t only involve links between works—it required hyperlinks, which as Nelson understood them, would need to contain the targets in themselves. (Eventually, Nelson would give these embeddings a new name—“transclusions”—and hyperlink came to simply mean “link between hypertext files.”) Every link would run both ways, each hypertext file would know exactly which other files were linked to it and how. This introduced a few problems, in the new interconnected ARPANET age: How do you keep track? Where’s the metadata stored? Can you afford enough space for it all?
Inline links: 2, would reflect, 3, claims, 4, 5, https://substackcdn.com/image/fetch/$s_!wpPj!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fda43a667-c15b-4626-a0a7-480ad1144dce_1114x1070.jpeg, https://substackcdn.com/image/fetch/$s_!Y2jg!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96fdc6cc-8ead-4aef-9539-fa421e77c0f9_1600x1299.png, https://substackcdn.com/image/fetch/$s_!kp4P!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff55d10e8-ef84-43a9-9f39-422d87ea182e_1600x952.png
The National Ocean Sciences Bowl1 mentions across 1 issues

The National Ocean Sciences Bowl is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between September 05, 2023 and September 05, 2023. The archive places it in contexts such as "participate in “The National Ocean Sciences Bowl” as a high school student". It most often appears alongside America, ASVAB, Athens.

Mention count
1
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1
First seen
September 05, 2023
Last seen
September 05, 2023
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My Presidential Platform
September 05, 2023 · Original source
I am the only candidate who can credibly take on the elites. I have never served in government before and don’t even regularly watch the news. I have spent a total of about one week of my life in Washington DC, most of which was to participate in “The National Ocean Sciences Bowl” as a high school student. My team took second place, because taking first would have made me an elite, which I am not. That is my commitment to you. God bless America.
The New Year1 mentions across 1 issues

The New Year is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between October 10, 2022 and October 10, 2022. The archive places it in contexts such as "t popular are The New Year". It most often appears alongside 9-11, Adraste, America.

Reference entry
The New Year
Mention count
1
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1
First seen
October 10, 2022
Last seen
October 10, 2022
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Highlights From The Comments On Columbus Day
October 10, 2022 · Original source
And yes, in Russia we are kind of without tradition with regard to national holidays, because all the main ones are at most soviet-era old. The most popular are The New Year, The International Women's Day and the Day of Protectors of the Fatherland (Progressives in Russia have been to change the nature of both of them for years: to make the Women's Day more about feminism and awareness of Women's rights, rather than flowers, beauty and "We wish you to smile more and to be a decoration of your work team"; and to demilitarise the discourse around the Protector's day and just turn it into Man's Day, like it works in school, where girls give boys gifts for Protector's Day, and boys give girls gift for Women's Day), and the Labour Day and Victory Day (the has also been attempted to get demilitarised for years, to be turned from belligerent weapons demonstrations into a day of grief for those who have died in WWII, of whom there are a few in practically every Russian family history). So yeah, we live in a country with a short tradition of holidays, and there are lots of clashes around them.
The Nixon Shock1 mentions across 1 issues

The Nixon Shock is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 04, 2021 and May 04, 2021. The archive places it in contexts such as "The Nixon Shock". It most often appears alongside 2008, 9/11 attacks, A Brief History Of Neoliberalism.

Reference entry
The Nixon Shock
Mention count
1
Issue count
1
First seen
May 04, 2021
Last seen
May 04, 2021
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Book Review: A Brief History Of Neoliberalism
May 04, 2021 · Original source
...p market crash, just one damn thing after another. I read the book close enough to Passover that the Ten Plagues came to mind. The dollar glut (* spills drop of wine* ). The Nixon Shock ( *spills another drop*) . The Economic Stabilization Act of 1970 . The fall of the gold standard . The 1970s Steel Crisis . The 1973 Oil Crisis . Stagflation . The Wint...
The Other Salem Trials1 mentions across 1 issues

The Other Salem Trials is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 16, 2022 and August 16, 2022. The archive places it in contexts such as "The Other Salem Trials". It most often appears alongside 538, 538, @tnim_.

Reference entry
The Other Salem Trials
Mention count
1
Issue count
1
First seen
August 16, 2022
Last seen
August 16, 2022
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  • 22 August 16, 2022
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22
August 16, 2022 · Original source
I still think the hedgehog was supposed to be the bad one. The Other Salem Trials The Salem Center at the University of Texas Austin, in conjunction with Richard Hanania’s Center for the Study of Partisanship and Ideology will be giving a cushy paid academic fellowship to the winner of their Manifold-based prediction market tournament.
Inline links: giving a cushy paid academic fellowship
The Republic Unifying Meritocratic Performance Advancing Machine Intelligence Eliminating Regulatory Interstate Chaos Across American Industry Act1 mentions across 1 issues

The Republic Unifying Meritocratic Performance Advancing Machine Intelligence Eliminating Regulatory Interstate Chaos Across American Industry Act is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between February 05, 2026 and February 05, 2026. The archive places it in contexts such as "The Republic Unifying Meritocratic Performance Advancing Machine Intelligence Eliminating Regulatory Interstate Chaos Across American Industry Act (T.R.U.M.P. A.M.E.R.I.C.A. A.I. Act)". It most often appears alongside 4o, 60 Minutes, @MattZeitlin.

Mention count
1
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1
First seen
February 05, 2026
Last seen
February 05, 2026
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Links For February 2026
February 05, 2026 · Original source
17: Related: The Republic Unifying Meritocratic Performance Advancing Machine Intelligence Eliminating Regulatory Interstate Chaos Across American Industry Act (T.R.U.M.P. A.M.E.R.I.C.A. A.I. Act).
Inline links: The Republic Unifying Meritocratic Performance Advancing Machine Intelligence Eliminating Regulatory Interstate Chaos Across American Industry Act
The Revolution1 mentions across 1 issues

The Revolution is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between January 06, 2026 and January 06, 2026. The archive places it in contexts such as "Murphy Brown reminiscing about her time in “The Revolution.”". It most often appears alongside @docneto, Americans, Andy G.

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The Revolution
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January 06, 2026
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January 06, 2026
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Highlights From The Comments On Boomers
January 06, 2026 · Original source
I like to watch old sitcoms from the ‘80s, and it is hilarious how much Boomer indulgence goes on. Murphy Brown reminiscing about her time in “The Revolution.” Howard Hesseman on Head of the Class kicking Dan Schneider out fo class for making irreverent jokes about the ’60s. Kate from Kate and Allie forbidding her daughter from dating a boy who didn’t support ’60s peace protesters. Just watch the opening credits of Family Ties—it’s like a nightmare!
The Ten Plagues1 mentions across 1 issues

The Ten Plagues is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between November 17, 2023 and November 17, 2023. The archive places it in contexts such as "the Ten Plagues". It most often appears alongside Abel, Adam and Eve, America.

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The Ten Plagues
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Book Review: I See Satan Fall Like Lightning
November 17, 2023 · Original source
But Girard lost me with the part about the myths. Most pagan myths have nothing to do with the single-victim process (eg labors of Hercules, Jason and the Golden Fleece, rape of Persephone, the Iliad, the Trojan Horse, the Odyssey, etc, etc, etc). The same with most Bible stories (Adam and Eve, Noah’s Flood, the Tower of Babel, the Ten Plagues, the Ten Commandments, etc). It kind of seems like the sort of thing where Freud can claim all myths are about castration. There are lots of myths, and they’re about lots of things. “Person does bad thing, the gods collectively punish humanity, then once we get rid of him the collective punishment stops” is certainly one trope. But it’s not hard to fathom why a primitive community stricken by a plague might think God was punishing them for some iniquity. And if I haven’t committed iniquity lately, and you haven’t committed iniquity lately, it must be some particular bad guy who needs to be stopped.
The Toronto Blessing1 mentions across 1 issues

The Toronto Blessing is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 29, 2024 and May 29, 2024. The archive places it in contexts such as "The Toronto Blessing was a 1994 Christian revival event". It most often appears alongside @ElytraMithra, Aaron, ACX.

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The Toronto Blessing
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Links for May 2024
May 29, 2024 · Original source
1: The Toronto Blessing was a 1994 Christian revival event. Associated miracles included normal things like faith healings, but also: “More than 300 of the visitors claimed that they supernaturally received gold or silver fillings in their teeth during the meetings.”
Inline links: The Toronto Blessing
THE TRUMP OFFENSIVE BEGINS!!1 mentions across 1 issues

THE TRUMP OFFENSIVE BEGINS!! is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between September 29, 2022 and September 29, 2022. The archive places it in contexts such as "A typical article is “THE TRUMP OFFENSIVE BEGINS!!”". It most often appears alongside 1 Kings 10-11, 2008 Democratic National Convention, Adam Scheffer.

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1
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September 29, 2022
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September 29, 2022
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Universe-Hopping Through Substack
September 29, 2022 · Original source
A typical article is “THE TRUMP OFFENSIVE BEGINS!!” I kind of have trouble following it, but it looks like everything that has happened since at least 2015 has been Trump’s plan to redeem America!! Everything is going exactly according to plan, and by raiding Mar-a-Lago, Biden and the FBI have played right into Trump’s hands!! We know this is true because Trump has filed some lawsuits!!
Inline links: “THE TRUMP OFFENSIVE BEGINS!!”
The Volcker Shock of 19801 mentions across 1 issues

The Volcker Shock of 1980 is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 04, 2021 and May 04, 2021. The archive places it in contexts such as "the Volcker Shock of 1980". It most often appears alongside 2008, 9/11 attacks, A Brief History Of Neoliberalism.

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May 04, 2021
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May 04, 2021
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Book Review: A Brief History Of Neoliberalism
May 04, 2021 · Original source
...e fall of the gold standard . The 1970s Steel Crisis . The 1973 Oil Crisis . Stagflation . The Winter of Discontent . The 1979 Energy Crisis . And the Angel of Death was the Volcker Shock of 1980 , when unemployment crossed 10% and people mailed the Federal Reserve coffins and unused two-by-fours in protest. It was bad. New York City came one day away from declar...
The Winter of Discontent1 mentions across 1 issues

The Winter of Discontent is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 04, 2021 and May 04, 2021. The archive places it in contexts such as "'winter of discontent' of 1978". It most often appears alongside 2008, 9/11 attacks, A Brief History Of Neoliberalism.

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1
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May 04, 2021
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Book Review: A Brief History Of Neoliberalism
May 04, 2021 · Original source
[Government] supporters were in open revolt, and public sector workers initiated a series of crippling strikes in the 'winter of discontent' of 1978. Hospital workers went out, and medical care had to be severely rationed. Striking gravediggers refused to bury the dead. The truck drivers were on strike too. Only shop stewards had the right to let trucks bearing "essential supplies" cross picket lines. British rail put out a terse notice "There are no trains today"...striking unions seemed about the bring the whole nation to a halt.
Thirty Years’ War1 mentions across 1 issues

Thirty Years’ War is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 01, 2025 and August 01, 2025. The archive places it in contexts such as "He could have the Thirty Years’ War last just five years". It most often appears alongside Africa, Agamemnon, Age of Empires II.

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Thirty Years’ War
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1
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August 01, 2025
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August 01, 2025
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Your Review: Joan of Arc
August 01, 2025 · Original source
Basilica: You mean, instead of intervening here, God could intervene when the weak are oppressed by the strong - as in the Holocaust, or Tokugawa's persecutions of the Japanese martyrs, or if He is specifically trying to spread the Christian religion He could make the Crusades a success. If God doesn't discriminate by Christian sect, He could preserve the Byzantine empire, and if He's specifically Catholic, He could have the Thirty Years’ War last just five years and end with a permanent Catholic Holy Roman Empire.
Three Mile Island1 mentions across 1 issues

Three Mile Island is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between July 01, 2023 and July 01, 2023. The archive places it in contexts such as "the first vertical dotted line represents the failure of Three Mile Island in 1979". It most often appears alongside 1960 Valdivia earthquake, AEC, Atomic Energy Commission.

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Three Mile Island
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July 01, 2023
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Your Book Review: Safe Enough?
July 01, 2023 · Original source
The Davis-Besse reactor was a near-twin of reactors at the Three Mile Island nuclear plant. If you, like me, grew up in the 1970s and 1980s you might have heard of Three Mile Island, as in 1979 it made some news. The next failure at Davis Besse exactly followed that script: “the pilot-operated relief valve cycled open and closed three times to relieve primary coolant pressure before it stuck open, just like at Three Mile Island.”
Nuclear energy was quite popular in the early 1970s, with support in the US in the range of 70-80%. That changed after Three Mile Island, when support plummeted below 40%. But then, weirdly, in the 1990s support stabilized. Despite Davis-Besse, despite Chernobyl and Fukushima, in the US support for nuclear has stayed roughly in the bound of about 40-60% in the three decades since. Nuclear energy is perhaps unique as a technology, in that no amount of experience seems to change society’s comfort with it. The topic is forever radioactive.
I was eight when the Three Mile Island nuclear plant had its 'loss of containment' event. I was 15 when the Chernobyl nuclear power plant exploded. I understood these events in the same terms an adolescent understands anything: The adults are lying to us. To a teenager, there was no point in entertaining a defense of the industry. The entire enterprise dripped with poison.
Tiananmen movement1 mentions across 1 issues

Tiananmen movement is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 06, 2022 and April 06, 2022. The archive places it in contexts such as "following the suppression of the Tiananmen movement in 1989". It most often appears alongside America, American consulate, Attorney General.

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Tiananmen movement
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April 06, 2022
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Dictator Book Club: Xi Jinping
April 06, 2022 · Original source
When Jiang Zemin suddenly took the position of CCP general secretary following the suppression of the Tiananmen movement in 1989, his power was constrained by the revolutionary generation led by Deng Xiaoping. Similarly, when Hu began to govern in 2002, five of the-then nine members of the Politburo Standing Committee, the most influential positions in the CCP, belonged to Jiang’s faction. 28 In contrast, when Xi took power in 2012, only one of the seven members of the Standing Committee was from Hu’s faction. As we would expect, Xi’s faction was generally weaker than Hu’s faction when Xi became CCP leader in 2012. However, because Jiang’s faction supported Xi and still had a powerful presence in the Standing Committee, Xi actually enjoyed more influence in the Standing Committee on his first day in office than Hu ever did. Moreover, Xi took the position of chairman of the Central Military Commission at the same time as he became general secretary in 2012. In contrast, Hu only assumed this position two years after becoming the general Party secretary. These conditions may have provided Xi with an opening to build up his faction quickly.
ticker tape parades1 mentions across 1 issues

ticker tape parades is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 07, 2023 and December 07, 2023. The archive places it in contexts such as "You can see this in the Progress Studies posts on World’s Fairs and ticker tape parades". It most often appears alongside 1700s, 1950s, 4chan.

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ticker tape parades
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December 07, 2023
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What Ever Happened To Neoreaction?
December 07, 2023 · Original source
But it also pushes a certain aesthetic/psychological package of optimism and pride in human accomplishment, which I really do associate with the past and really do think was one of its best qualities. You can see this in the Progress Studies posts on World’s Fairs and ticker tape parades. Progress Studies does a better job than neoreaction ever did of mourning the loss of this attitude and plotting to get it back. But it correctly identifies it (despite its past-ness) as fundamentally liberal and progressive.
Inline links: World’s Fairs, ticker tape parades
Tickle v. Giggle1 mentions across 1 issues

Tickle v. Giggle is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between September 12, 2024 and September 12, 2024. The archive places it in contexts such as "one of the landmark cases on gender transition in Australia is called Tickle v. Giggle". It most often appears alongside @halomancer1, ACX, Amazon.

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Tickle v. Giggle
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1
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September 12, 2024
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September 12, 2024
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Links For September 2024
September 12, 2024 · Original source
50: Did you know: one of the landmark cases on gender transition in Australia is called Tickle v. Giggle, and Australian gender warriors have to have strong opinions on Tickle v. Giggle and its ramifications. This seems like a good (albeit unintentional) way to make people feel embarrassed to center their entire political identity around this topic.
Inline links: one of the landmark cases on gender transition in Australia is called
TIME Person Of The Year1 mentions across 1 issues

TIME Person Of The Year is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 05, 2023 and December 05, 2023. The archive places it in contexts such as "here’s the ever-popular TIME Person Of The Year market". It most often appears alongside @AISafetyMemes, @betafuzz, Adam D’Angelo.

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December 05, 2023
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December 05, 2023
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  • 23 December 05, 2023
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23
December 05, 2023 · Original source
Moving to something less depressing, here’s the ever-popular TIME Person Of The Year market:
acx-meetup-survey1 mentions across 1 issues

tinyurl.com/acx-meetup-survey is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between March 25, 2025 and March 25, 2025. The archive places it in contexts such as "If you have any feedback on the meetup ... feedback form is here: tinyurl.com/acx-meetup-survey". It most often appears alongside 10 E Main Street, Fairborn 45324, 11841 Wagner Street, Culver City, 13 Mile road.

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acx-meetup-survey
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March 25, 2025
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March 25, 2025
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Meetups Everywhere Spring 2025: Times & Places
March 25, 2025 · Original source
1. If you’re reading this, you’re invited. Please don’t feel like you “won’t be welcome” just because you’re new to the blog, demographically different from the average reader, or hate ACX and everything it stands for. You’ll be fine! 2. You don’t have to RSVP or contact the organizer to be able to attend (unless the event description says otherwise); RSVPs are mostly to give organizers a better sense of how many people might show up, and let them tell you if there are last-second changes. I’ve also given email addresses or other contact information for organizers in case you have a question. 3. If you have any feedback on the meetup (compliments, complaints, curiosities, etc) the feedback form is here: tinyurl.com/acx-meetup-survey .
Inline links: tinyurl.com/acx-meetup-survey
Titanic1 mentions across 1 issues

Titanic is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 28, 2021 and May 28, 2021. The archive places it in contexts such as "Bregman is able to quote similar behaviour on the Titanic"; "behaviour on the Titanic". It most often appears alongside A Game of Thrones, Africa, African Americans.

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Titanic
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May 28, 2021
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May 28, 2021
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Your Book Review: Humankind
May 28, 2021 · Original source
This turned out not to be true. So spectacularly untrue that we still talk about the Blitz Spirit. With our trademark humility, the British concluded that this was due to our exceptional moral fibre and, with help from the Americans, set about bombing German civilians to hell and back. Regrettably the Germans too responded by pulling together, and working harder in the war effort. Literally no one thinks this was due to their exceptional moral fibre. Instead, it seemed that crisis led to teamwork. Bregman is able to quote similar behaviour on the Titanic, on September 11th and in the aftermath of Hurricane Katrina.
TOGETHER1 mentions across 1 issues

TOGETHER is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between February 01, 2023 and February 01, 2023. The archive places it in contexts such as ""TOGETHER, despite the many ways it deviates from what I described above, showed something in that range (12% reduction in mortality)"". It most often appears alongside 2006 Ioannidis paper, ACTIV-6, Alexandros.

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TOGETHER
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February 01, 2023
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February 01, 2023
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Response To Alexandros Contra Me On Ivermectin
February 01, 2023 · Original source
Alexandros doesn’t dispute that one of Cadegiani’s trial had some impossible-seeming statistics, but says we shouldn’t jump to allegations of fraud, shouldn’t let this unduly influence our opinion of Cadegiani’s other trials, and also accuses Kyle Sheldrick, the person who discovered the discrepancy, of doing other bad things. My responses: Alexandros’ Point 1 is fair-ish. Since this person appears to be commiting pretty substantial fraud and doing some strange things, I thought it was useful to highlight the ways in which he is weird and suspicious, rather than the ways he is prestigious and impressive. But probably I went too far in this. His Point 2/3 is completely fair, and I’m sorry for getting this wrong. I may have unthinkingly copied it from forbetterscience.com, which made this mistake before me, or I might have just failed at reading comprehension on this translated Portugese-language article I linked. In either case, I apologize to Cadegiani. This is already on my Mistakes page as of June 2022 when Alexandros wrote his original article. His Point 4 is correct, although based on information that came out after I wrote my article. All that was available in English when I wrote was that the Brazilian government was considering accusing Cadegiani of crimes against humanity. I think I did an okay job noting that I was guessing at their reasoning (rather than reporting a known fact), and as written I did make clear that I thought he was innocent of the specific charge. Still, I appreciate the clarification. His Point 5 is - I do feel like Alexandros is having a sort of missing mood on the fact that one of Cadegiani’s big pro-ivermectin studies contains impossible data. While this is not proof of fraud or incompetence, it is some Bayesian evidence for both. And while fraud or incompetence in one of your studies supporting ivermectin is not proof that your other studies supporting ivermectin are also fraudulent/incompetent, it is, again, Bayesian evidence. Alexandros makes a big deal of there being four corrections in the BMJ article attacking Cadegiani, as if now the BMJ has admitted they were wrong all along, whereas these were mostly on unrelated details and the BMJ definitely did not correct the quotes about how his study was “an ethical cesspool of violations” or how “in the entire history of the National Health Council, there has never been such disrespect for ethical standards and research participants in the country”1. I feel like if his Science Olympiad medals are an important part of the story, these kinds of things are an important part too. Still, several of Alexandros’ points were entirely correct, and I appreciate the corrections. Babalola et al (still disagree with Alexandros) OE Babalola (I incorrectly wrote this name as “Babaloba” in the original) did a Nigerian study which found that ivermectin decreased the amount of time it took before people tested negative for COVID. I described this study as: This was a Nigerian RCT comparing 21 patients on low-dose ivermectin, 21 patients on high-dose ivermectin, and 20 patients on a combination of lopinavir and ritonavir, a combination antiviral which later studies found not to work for COVID and which might as well be considered a placebo. Primary outcome, as usual, was days until a negative PCR test. High dose ivermectin was 4.65 days, low dose was 6 days, control was 9.15, p = 0.035. Gideon Meyerowitz-Katz, part of the team that detects fraud in ivermectin papers, is not a fan of this one. He doesn’t say there what means, but elsewhere he tweets [this figure highlighting how the study has “Numerous impossible numbers”] I think his point is that if you have 21 people, it’s impossible to have 50% of them have headache, because that would be 10.5. If 10 people have a headache, it would be 47.6%; if 11, 52%. So something is clearly wrong here. Seems like a relatively minor mistake, and Meyerowitz-Katz stops short of calling fraud, but it’s not a good look. I’m going to be slightly uncomfortable with this study without rejecting it entirely, and move on. Alexandros calls this The Sullying Of Babalola Et Al, and says I “followed Gideon Meyerowitz-Katz off a cliff” by unfairly “lambasting” the innocent Babalola. I “[made] a mountain out of a molehill”. Alexandros quotes a commenter who found that the most likely explanation for the “impossible numbers” in Babaloba was missing data, and notes that usually-anti-ivermectin researcher Kyle Sheldrick had evaluated the raw data and found no fraud. Alexandros concludes: As far as I can tell, Scott discarded a good study here, and besmirched the reputation of the researchers by amplifying flimsy allegations that were known to be off-base at the time that the article was written. I don’t think I did anything especially wrong here. There was a chart that didn’t make sense. It turned out not to make sense because some data was missing. I said “[this] seems like a relatively minor mistake, and Meyerowitz-Katz stops short of calling fraud, but it’s not a good look. I’m going to be slightly uncomfortable with this study without rejecting it entirely, and move on.” I was right that it was a minor mistake, I was right that it wasn’t fraud, and I was right not to reject the study. I didn’t have the exact explanation (missing data), so I did not mention it, but I think I made the correct guess about the sort of explanation it was. I don’t understand why Alexandros acts like I said the study wasn’t worth keeping, or that there was no innocent explanation, or that I was accusing the researchers of fraud, when in fact I said the opposite of all those things, pretty explicitly.2 Carvallo et al (Alexandros 25% right) This was an Argentine study. I described it as: This one has all the disadvantages of Espitia-Hernandez, plus it’s completely unreadable. It’s hard to figure out how many patients there were, whether it was an RCT or not, etc. It looks like maybe there were 42 experimentals and 14 controls, and the controls were about 10x more likely to die than the experimentals. Seems pretty bad. On the other hand, another Carvallo paper was retracted because of fraud: apparently the hospital where the study supposedly took place said it never happened there. I can’t tell if this is a different version of that study, a pilot study for that study, or a different study by the same guy. Anyway, it’s too confusing to interpret, shows implausible results, and is by a known fraudster, so I feel okay about ignoring this one. Alexandros responds here. Attempting to summarize his points: He agrees this study is extremely confusing.
Inline links: forbetterscience.com, this translated Portugese-language article, 1, not a fan of this one, this figure, The Sullying Of Babalola Et Al, 2, another Carvallo paper was retracted, here
The control groups in high-worm-prevalence-area studies had no more deaths than in low-worm-prevalence-area studies. If the worms were killing people in the control groups (who ivermectin was then saving in the treatment groups) you would expect more deaths. You can find arguments for all these points at the link. (One additional thing Alexandros does that I really like: he compares the Strongyloides hypothesis - as an attempt to explain why these studies keep getting such different results - to other hypotheses. For example, studies in Latin America get negative results more often than others. This really feels like confronting the real question. He finds that Latin American studies do find lower efficacy for ivermectin than the other mostly Asian studies, and hypothesizes that this is because ivermectin is very popular in Latin America, the “control” group illicitly takes it without telling the researchers, and so these studies are inadvertantly comparing two ivermectin groups. This is another clever and elegant theory. Unfortunately, the recent spate of negative American studies sink it6. Still, I agree there is a strong geographic element here; worms are one possible explanation, but there are others - including the scientific culture in different countries. I appreciate Alexandros highlighting how much this is true.) I asked Dr. Bitterman for his thoughts. He reiterates that although steroids are one major cause of Strongyloides hyperinfection, another is eosinopenia, a decrease in the immune cells that fight parasites. COVID can cause eosinopenia directly, so just because a COVID patient didn’t get steroids, or was only on steroids for a short period, doesn’t prove that the patient couldn’t have had hyperinfection. On the mixing of different sources to get Strongyloides prevalence data, he said: As mentioned in the paper, when available we attempted to granulate by regional prevalence. This was often not possible because robust data did not available for a given country. Brazil is a large country (and multiple different studies in our analysis were in Brazil) with variability and Paula was a robust study. We decided to attempt to granulate instead of stacking the Brazil countries with the same prevalence even though they are in very different regions. His re-analysis is a crude one, and he often switches between using that analysis and the ecological model study. At the time of out paper's publication, the ecological model was not available. I offered to re-do the whole analysis with that study's raw data with a mutually agreed upon methodology, which we have not fully ironed down yet. On the long delay before hyperinfection kills: I don't think it happens in 1 or 2 weeks. But 3-4 weeks (within almost all study durations) is certainly not unheard of (again, without being treated). Even 1/3rd of the [untreated animals in a marmoset study Alexandros cites] died within the range of the study durations." On the more general argument: I have a higher credence of the effect modifier than he does. Perhaps the main thing I don't think he fully appreciates is just how few deaths need to be explained by this in order to substantially shift the RR. Even if this is the case for just a handful of control group deaths, the RR change is not trivial simply because of how low events the entire supposed benefit was in the first place. Furthermore, the new trials (ACTIV-6 400, ACTIV-6 600, COVID-OUT), while they all have very low mortality rates, all tip the needle in favor of the hypothesis. As expected, in the USA where the prevalence is near 0, all the deaths of those trials were in the ivermectin group (again, small event rates though). I could re-do the analysis with the new data even with his critiques of how he thinks it should be done (which is highly debatable) but I didn't end up doing it because at this point it would be an historical debate since the world has moved on from the topic. There are other points of course, there's quibbles line by line. I find Alexandros’ adjustment for Brazil somewhat convincing - not necessarily as a good adjustment, just in the sense that some adjustment needed to be done. I think the broader point is that results on the border of “statistical significance” often appear or go away depending on ambiguous decisions about coding single cases. Alexandros realizes this and includes a more gestalt style chart directly showing the correlation, which he says goes below the significance threshold when you recode the Brazilian studies. This chart seems to be missing some studies which might change its conclusions; it was made by a third party and Alexandros is going to get back to me with more information. Dr. Bitterman adds that more recent American studies strengthen his hypothesis. More discussion with Dr. Bitterman has also helped me better understand the context of this theory. Ivermectin does worst in studies of intermediate clinical endpoints: hospitalization, ICU admission, recovery time. It does best in studies of viral clearance rate and mortality. Viral clearance rate is a weak preclinical endpoint: not only is it especially susceptible to biases and file drawer effects, but it’s not that interesting unless it affects later clinical outcomes; many drugs change secondary endpoints but fail to change the things we care. Mortality is (usually) a strong and important endpoint; apparent positive results of ivermectin here require an explanation. The Strongyloides hypothesis tries to provide it. But I erred on my earlier post by holding it up as “the” explanation for a large and heterogenous group of studies which were mostly looking at endpoints other than mortality, or as a counter to ivmmeta’s analysis which found positive results everywhere for everything through statistical incompetence. I think I implicitly believed a stronger version of the worm hypothesis - that even in places without literal Strongyloides literally killing you, some people had some parasitic worms that were holding them back, ivermectin killed those worms, and that made them healthier overall and better able to deal with COVID. But nobody has asserted or defended that hypothesis and there’s no evidence for it. When I asked Dr. Bitterman, he pointed out that the opposite was at least as credible: parasitic worms depress the immune system, but immune overreaction is a major cause of death in COVID, so getting rid of them could make things worse rather than better. The original post should have explained this hypothesis better, devoted less emphasis to it, and focused more on publication bias and other issues that could explain the overall result. In some cases, these issues would have shed more light on the mortality statistics too. On my original post, I wrote: Parasitic worms are a significant confounder in some ivermectin studies, such that they made them get a positive result even when honest and methodologically sound: 50% confidence In retrospect this is framed too weakly - “significant” in “some” studies is compatible with irrelevant overall. Still, sticking to the spirit of what I meant, I think I would lower this guess to more like 35% now , and lower my overall estimate of how much of the mystery it explains even further. I’m not an expert on this, you shouldn’t care about my exact probability, and I’m only mentioning it to communicate clearly and try to hold myself accountable. V. Publication Bias Alexandros has various arguments against funnel plots in general, and Dr. Bitterman’s funnel plot in particular. Some of these arguments are reasonable, but taken together they would discredit 95 - 100% of all funnel plots everywhere. Trying to destroy the whole institution of funnel plots just because one of them disagrees with your hypothesis is . . . honestly a move I have to respect. I agree that these provide Bayesian evidence, rather than 100% irrefutable evidence, of publication bias, and need to be considered in the context of everything else going on. After doing that, I still think they’re publication bias. That makes publication bias more important. In the original post, I included this funnel plot from Dr. Bitterman: In case you haven’t seen one of these before: this plots how big an effect the study found (horizontal axis) against study size (vertical axis). Studies that find ivermectin had no effect are at the center (RR = 1), studies that find a strong curative effect are to the left, studies that find a strong harmful effect are to the right. When all studies are good, we have no reason to expect a correlation between study size and ivermectin efficacy - any deviations from the true effect should be random. This would look like a triangle centered around the true effect of the drug, with an equal number of studies on both sides. When there is a lot of publication bias, we should expect that small studies get published only if they find exciting results, and big studies get published regardless (because a lot of work went into them, someone will want to publish them, and journals will accept them regardless of how exciting they are). So here you would expect to see big studies around zero, and an asymmetric tail of smaller studies heading in the more-exciting direction. This is what we see on Dr. Bitterman’s plot, suggesting strong publication bias for ivermectin results. Alexandros’ full counterargument is here. Trying to sum it up: Funnel plots can sometimes look deceptive, or be misreported, and are generally suspect.
Inline links: 6, studies of intermediate clinical endpoints, https://substackcdn.com/image/fetch/$s_!rlgm!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F174e569d-8a2c-4c11-a2ff-d355f4bce5b1_1200x808.jpeg, here
You can read Alexandros’ criticisms of ACTIV-6 trial here (1, 2, 3, 4), and his criticisms of I-TECH here. I don’t think he’s criticized COVID-OUT yet, but I’m sure it’s only a matter of time.
Inline links: 1, 2, 3, 4, here
Tokugawa's persecutions of the Japanese martyrs1 mentions across 1 issues

Tokugawa's persecutions of the Japanese martyrs is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 01, 2025 and August 01, 2025. The archive places it in contexts such as "Tokugawa's persecutions of the Japanese martyrs". It most often appears alongside Africa, Agamemnon, Age of Empires II.

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Your Review: Joan of Arc
August 01, 2025 · Original source
Basilica: You mean, instead of intervening here, God could intervene when the weak are oppressed by the strong - as in the Holocaust, or Tokugawa's persecutions of the Japanese martyrs, or if He is specifically trying to spread the Christian religion He could make the Crusades a success. If God doesn't discriminate by Christian sect, He could preserve the Byzantine empire, and if He's specifically Catholic, He could have the Thirty Years’ War last just five years and end with a permanent Catholic Holy Roman Empire.
Tokyo AI Safety conference1 mentions across 1 issues

Tokyo AI Safety conference is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between February 24, 2025 and February 24, 2025. The archive places it in contexts such as "This year’s Tokyo AI Safety conference is Saturday, April 12". It most often appears alongside Ace Is Low, AGI Safety & Alignment At DeepMind Is Hiring, Astralcodexten.

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February 24, 2025
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February 24, 2025
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Open Thread 370
February 24, 2025 · Original source
1: This year’s Tokyo AI Safety conference is Saturday, April 12; submit papers or sign up to attend at the bottom of the website.
Inline links: Tokyo AI Safety conference
Tour de France1 mentions across 1 issues

Tour de France is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between October 17, 2024 and October 17, 2024. The archive places it in contexts such as "steroid-free Tour de France contestant". It most often appears alongside 23andme, Amish, Assassin’s Creed: Valhalla.

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Tour de France
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October 17, 2024
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October 17, 2024
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Book Review: Deep Utopia
October 17, 2024 · Original source
But this is assuming that something like genetics stays relevant. Suppose we’re all posthumans in robot bodies. Then your ability to hit a ball depends entirely on how well-constructed your robot body is. The richest guy gets the best robot body and inevitably wins the game. Or even if we’re not in robot bodies, we’ve probably at least been heavily genetically engineered, or genetically selected. Or even if we aren’t, someone who wants their kid to grow up to be a star athlete can get told exactly which person to marry for the right gene combo, and anyone whose parents don’t do this is as doomed as a steroid-free Tour de France contestant. It’s not just that the future will need some kind of Luddite surveillance state to make sports work out without unfair advantages. It’s that it’s hard to even define what an unfair advantage is at this point, and almost all sporting “talent” will come from rules-lawyering the definitions.
Tower of Babel1 mentions across 1 issues

Tower of Babel is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between November 17, 2023 and November 17, 2023. The archive places it in contexts such as "the Tower of Babel". It most often appears alongside Abel, Adam and Eve, America.

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Tower of Babel
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November 17, 2023
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November 17, 2023
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Book Review: I See Satan Fall Like Lightning
November 17, 2023 · Original source
But Girard lost me with the part about the myths. Most pagan myths have nothing to do with the single-victim process (eg labors of Hercules, Jason and the Golden Fleece, rape of Persephone, the Iliad, the Trojan Horse, the Odyssey, etc, etc, etc). The same with most Bible stories (Adam and Eve, Noah’s Flood, the Tower of Babel, the Ten Plagues, the Ten Commandments, etc). It kind of seems like the sort of thing where Freud can claim all myths are about castration. There are lots of myths, and they’re about lots of things. “Person does bad thing, the gods collectively punish humanity, then once we get rid of him the collective punishment stops” is certainly one trope. But it’s not hard to fathom why a primitive community stricken by a plague might think God was punishing them for some iniquity. And if I haven’t committed iniquity lately, and you haven’t committed iniquity lately, it must be some particular bad guy who needs to be stopped.
Trafalgar1 mentions across 1 issues

Trafalgar is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 22, 2025 and August 22, 2025. The archive places it in contexts such as "the destruction of the Spanish navy at Trafalgar". It most often appears alongside Andes, Anti, Anti-suyu.

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Trafalgar
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August 22, 2025
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Your Review: Ollantay
August 22, 2025 · Original source
Yet Valdez kept a copy of his play hidden in his parish, and then he lived another 35 years. Those 35 years saw the destruction of the Spanish navy at Trafalgar and the overthrow of the Spanish monarchy by Napoleon, events which combined to undermine and ultimately destroy Spanish authority in the Americas. And while José de San Martín wouldn’t liberate Peru until 1820, by the time of Valdez’s death the interior of Peru had fallen well outside the viceregal jurisdiction. Holding Cuzco was hard enough; the viceroy wasn’t in any position to prevent a parish priest from making a copy of a decades-old play.
Traffic Safety and Highway Safety Acts1 mentions across 1 issues

Traffic Safety and Highway Safety Acts is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between June 23, 2023 and June 23, 2023. The archive places it in contexts such as "LBJ signed the Traffic Safety and Highway Safety Acts". It most often appears alongside 1965, 1968 Summer Olympics, 2000 election.

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June 23, 2023
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June 23, 2023
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Your Book Review: Public Citizens
June 23, 2023 · Original source
Unsafe at Any Speed was a modest success, but it didn’t make too much of a stir—until, that is, it came out that in their zeal to discredit Nader, GM. had hired a team of private investigators to dig up dirt on him, even enlisting a few young women to seduce him in an attempted entrapment8. Thanks to Nader’s ascetic lifestyle and complete lack of any interests outside of work, they failed spectacularly at getting anything compromising on him. But their clumsy attempts at subterfuge did manage to make Nader famous and his book a best-seller. Less than a year later, LBJ signed the Traffic Safety and Highway Safety Acts, largely due to Nader’s advocacy.
Inline links: 8
TRAILBLAZER‑ALZ 31 mentions across 1 issues

TRAILBLAZER‑ALZ 3 is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 14, 2025 and August 14, 2025. The archive places it in contexts such as "A Donanemab (LY3002813) Study in Participants With Preclinical Alzheimer’s Disease (TRAILBLAZER‑ALZ 3)"; "A Donanemab (LY3002813) Study in Participants With Preclinical Alzheimer’s Disease (TRAILBLAZER‑ALZ 3)". It most often appears alongside A. Bejanin, A. de Calignon, A. Elobeid.

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TRAILBLAZER‑ALZ 3
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August 14, 2025
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August 14, 2025
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In Defense Of The Amyloid Hypothesis
August 14, 2025 · Original source
[73] ClinicalTrials.gov, “A Donanemab (LY3002813) Study in Participants With Preclinical Alzheimer’s Disease (TRAILBLAZER‑ALZ 3).” ClinicalTrials.gov, NCT05026866, May 23, 2025. Accessed: Jul. 24, 2025. [Online]. Available: https://clinicaltrials.gov/study/NCT05026866
Inline links: https://clinicaltrials.gov/study/NCT05026866
Trans Day of Visibility1 mentions across 1 issues

Trans Day of Visibility is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between September 24, 2024 and September 24, 2024. The archive places it in contexts such as "a piece about Trans Day of Visibility". It most often appears alongside A Collection Of Unmitigated Pedantry, ACOU, ACOUP.

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September 24, 2024
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September 24, 2024
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How Often Do Men Think About Rome?
September 24, 2024 · Original source
The most recent was probably when an email I was reading mentioned Elagabalus in a piece about Trans Day of Visibility.
Transformative Research Award1 mentions across 1 issues

Transformative Research Award is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between February 07, 2025 and February 07, 2025. The archive places it in contexts such as "including the Transformative Research Award". It most often appears alongside 1DaySooner, ACX, Alex Tabarrok.

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1DaySooner's Trump II Health Policy Proposals
February 07, 2025 · Original source
Increase funding for novel research: Bhattacharya co-authored a paper finding that projects which explore new ideas get less government funding than those confirming existing paradigms. The NIH has already been trying to change this with their High-Risk, High-Reward Research program, including the Transformative Research Award, Pioneer Award, New Innovator Award, and Early Independence Award. These remove many of the barriers to typical R01 grant review – preliminary data, budget approvals, and demonstrations of feasibility – and should be expanded.
Inline links: co-authored a paper, High-Risk, High-Reward Research
Treating Black Children And Families: What Are We Overlooking?1 mentions across 1 issues

Treating Black Children And Families: What Are We Overlooking? is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between July 20, 2022 and July 20, 2022. The archive places it in contexts such as "Treating Black Children And Families: What Are We Overlooking?". It most often appears alongside #MeToo Movement, American Psychiatric Association, Anand Giridharadas.

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Criticism Of Criticism Of Criticism
July 20, 2022 · Original source
Treating Black Children And Families: What Are We Overlooking?
Treaty of Trianon1 mentions across 1 issues

Treaty of Trianon is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between November 04, 2021 and November 04, 2021. The archive places it in contexts such as "The worst insult was the 1920 Treaty of Trianon"; "Remember, the Treaty of Trianon took 2/3 of Hungarian territory". It most often appears alongside Alcsutdoboz, Allied Powers, Angela Merkel.

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Treaty of Trianon
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November 04, 2021
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November 04, 2021
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Dictator Book Club: Orban
November 04, 2021 · Original source
But in their own minds, they are proud steppe nomads. And they keep the language of the steppe nomads alive, a strange non-Indo-European language with lots of SZ's and ZS's. In their own mind, they are an orphan people, Asiatic horselords surrounded on all sides by hostile Europeans who are probably snickering behind their back at their uncouth ways and unpronounceable letter combinations. Sometimes this contempt turned violent; Hungary has been conquered and occupied by Ottomans, Austrians, and Russians. The worst insult was the 1920 Treaty of Trianon, when the victorious Allied Powers stripped away 2/3s of Hungarian territory in retaliation for its WWI loss, the ceded land going primarily to Slovakia, Romania, and Yugoslavia. Hungarians have never forgotten this humiliation, but through the long Soviet occupation there wasn't much to do but let it fester.
He granted the franchise to Hungarians living abroad. Remember, the Treaty of Trianon took 2/3 of Hungarian territory and gave it to neighboring countries (especially Slovakia and Romania). Lots of ethnic Hungarians still live on that land; Orban gave them all voting rights. Their situation made them natural irredentists and nationalists, plus Orban was the only person who thought it was reasonable to let them vote, so in all subsequent elections they have voted 95%+ for Fidesz. Or something. All these people vote by mail in poorly-observed conditions and a lot of observers suspect rampant voter fraud.
Treaty of Versailles1 mentions across 1 issues

Treaty of Versailles is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between July 01, 2022 and July 01, 2022. The archive places it in contexts such as "The Treaty of Versailles didn’t just blame Germany for the war". It most often appears alongside 1793, 1821, 1847.

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Treaty of Versailles
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July 01, 2022
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July 01, 2022
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Your Book Review: The Internationalists
July 01, 2022 · Original source
The Treaty of Versailles didn’t just blame Germany for the war—it demanded financial restitution for the whole thing, to the tune of 132 billion gold marks, or about $269 billion today.
Inline links: The Treaty of Versailles
Trial of Condemnation1 mentions across 1 issues

Trial of Condemnation is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 01, 2025 and August 01, 2025. The archive places it in contexts such as "two translations of the Trial of Condemnation". It most often appears alongside Africa, Agamemnon, Age of Empires II.

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Trial of Condemnation
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August 01, 2025
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Your Review: Joan of Arc
August 01, 2025 · Original source
The English and their French subordinates, who had been desperately writing letters begging the Burgundians to give them Joan so they could BURN THE WITCH were, as you would expect, absolutely overjoyed.65 No woman could possibly have won Joan's victories, so either she's a saint or a witch, but if Joan was a saint, clearly the English government was in the wrong and any Frenchman working with them is a traitor. Since the English government was clearly in the right and they were not traitors, therefore she was a witch and had to be burned. They got the local inquisition (which they controlled) to set up a trial immediately, known to history as the Trial of Condemnation after its inevitable result.
Inline links: 65
First, a warning: Remember when I said I was reviewing the evidence for Joan of Arc? I lied.84 I reviewed the evidence for Joan of Arc available in English. We've got two translations of the Trial of Condemnation (I read the free one) and then a couple of books pasted together from primary-source quotes, mostly from the Trial of Rehabilitation, and then we have like fifty different modern popular historians writing books about how cool Joan is that I read a bunch of. I didn't review all the evidence for Joan of Arc, and I invite someone else to, because the evidence was in a mixture of medieval French, modern French and Latin and in spite of all my efforts I am tragically monolingual.
Inline links: 84
Actually, she wrote the Hussites a very angry letter telling them she’d campaign against them when she had free time, and at one point - I think it was in the Trial of Condemnation but it might have been while she was very frustrated with the French peace party and its truces - she offered to go into exile and actually do it. So this suggests she's pro-Catholic, anti-Protestant, though of course we don't know what would have happened if she'd had the chance.
Trial of Rehabilitation1 mentions across 1 issues

Trial of Rehabilitation is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 01, 2025 and August 01, 2025. The archive places it in contexts such as "at the Trial of Rehabilitation the witnesses report they were fired"; "This trial - the 'Trial of Rehabilitation'"; "the "Trial of Rehabilitation," after its result". It most often appears alongside Africa, Agamemnon, Age of Empires II.

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August 01, 2025
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Your Review: Joan of Arc
August 01, 2025 · Original source
It was going to be a kangaroo court, of course. Now, you might think that inquisitions are just naturally kangaroo courts, but by the standards of the Inquisition, this was a kangaroo court; there were rules in place, and the English intended to follow them only insofar as these rules would not interfere with the result they intended. She was supposed to be judged by the bishop of her diocese; since the bishop of her diocese was pro-Armagnac, that was out, so they had her tried by the bishop of the place where she was taken - only the bishop of the place she was taken wasn't on their side, either, so they misrecorded where she was taken so that she could be tried by the Burgundian bishop of the neighboring diocese, Pierre Cauchon. She was legally allowed a defense attorney,66 which she didn't get; she was spied on during the confessional, two of the judges vanish halfway through and at the Trial of Rehabilitation the witnesses report they were fired for being too sympathetic to the defendant, she was guarded in a military prison by English men-at-arms instead of by churchmen or respectable women, and the list just goes on and on and on. They were supposed to have her tried in her home territory so everyone who knew her could give testimony, but they couldn't do that because it was held by the other side, so they declared that the room she was being tried in was legally speaking part of the diocese in which she was captured and pretended that was good enough. They were supposed to interview everyone in her home province to see if she had a good reputation, but somehow they never recorded their results; twenty years later at the Trial of Rehabilitation a Lorraine merchant recounted that one of his countrymen in Rouen came to him full of bitterness that Cauchon hired him and then refused to pay him because “in the course of his inquiries he had learned nothing about Joan that he would not have liked to hear about his own sister.”
Inline links: 66
This trial - the "Trial of Rehabilitation," after its result, the overturning of the verdict of the first trial - is the source of the interviews that comprise most of our evidence. We have the records of the original trial, but the only reason we have the original handwritten notes is that the Trial of Rehabilitation found them.83 All the records of the Trial of Rehabilitation are still there and we've quoted them regularly in the essay.
Inline links: 83
This means there's a giant vulnerability in our sources. What if the Trial of Rehabilitation was a show trial, but in the opposite direction? What if all that evidence was made up? In that case, most of what I've quoted would be unreliable. We'd be down to the Orleans burgher's journal and the Venetian letters and those other sources, most of which aren't eyewitnesses.
Triggered1 mentions across 1 issues

Triggered is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between January 25, 2024 and January 25, 2024. The archive places it in contexts such as "a biweekly TV show of the same name". It most often appears alongside 1979 study on capital punishment by psychologists, 2016 election, Bayesian updating.

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Triggered
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1
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January 25, 2024
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January 25, 2024
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The Psychopolitics Of Trauma
January 25, 2024 · Original source
Experiencing repeated or extreme exposure to aversive details of the traumatic event(s) (e.g., first responders collecting human remains; police officers repeatedly exposed to details of child abuse). This is already quite broad! The victim doesn’t need to have anything bad happen to them - just be threatened with it. And they don’t need to personally be the victim of the threat. They can learn that it happened to someone close to them, or they can just hear about it happening to someone else. A police officer who hears about child abuse may be a trauma victim! The DSM’s job is to draw a medico-legal boundary - this counts, but that doesn’t. The real world has no obligation to obey the DSM, and often doesn’t. For example, can someone be traumatized by something happening to a distant family member? It would be insane to think this has never happened, and that some law of nature limits it to close family members. The DSM is just using the heuristic that probably it’s worse when it’s someone close to you. It goes on: [Part 4] does not apply to exposure through electronic media, television, movies, or pictures, unless this exposure is work-related. Did someone prove it was a natural law that you can only be traumatized by seeing a story on TV if it’s for work? Or is this another unprincipled compromise? People not involved in the DSM, unbound by medicolegal considerations, have added all kinds of stuff to this basic definition. For example, even though it’s not in the strict DSM definition, psychologists almost universally agree that emotional abuse can be traumatizing. And in the current social climate, inevitably people have started talking about collective trauma, eg institutional racism may be traumatizing for some individual black person even if they personally have never been victimized in any dramatic way. The knowledge that people hate their whole group serves as an adequate proxy for anybody abusing them personally. Can you chain all of these exceptions together? Can witnessing a family member suffering emotional abuse be traumatizing? Can learning secondhand about someone encountering institutional racism be traumatizing? Can you be traumatized by hearing on TV that someone was emotionally abused on account of their race? Only if it’s part of your job? At this point the nice crisp distinctions of the DSM are starting to feel a little artificial. I think of all of this in a deflationist, spectrum-y type of way. Anything can be traumatizing if it gives you strong negative emotions and makes you feel helpless and victimized. The DSM points to some categories that are especially likely to cause this kind of reaction. Other people have added their own. But if something you hear on TV makes you feel victimized and helpless, then sure, go ahead and call it traumatizing. If Trump’s election made you feel victimized and helpless, then I’m prepared to say “trauma” is a potentially fruitful lens through which to investigate this response. (I’m not saying that Trump’s election was inherently traumatizing, or that trauma was the correct response. If you prefer, you can think of it as a condemnation of the media for irresponsibly fanning fear of Trump. I’m just saying, without trying to lay blame, that lots of people did experience feelings of fear and helplessness around Trump’s election.) III. I didn’t personally feel traumatized by Trump’s election. My own story, which I don’t claim is atypical or sympathetic in any way, is that in college a bunch of people tried to cancel me for something I’d intended to be an anti-racist joke, but which apparently didn’t come out that way. Former friends turned against me, I got a few death threats, and I was told to attend a criticism session at a local social justice meeting group (which I foolishly did; I thought people would realize I was cooperative and agreed with them, and so lay off - obviously this didn’t work). I briefly considered dropping out of college to avoid the hatred; instead I spent a month locked in my room, waiting for the storm to blow over. It was the worst experience of my life. Ever since then, when I read arguments promoting social justice and cancel culture, or saying that their victims are probably bad people and shouldn’t be allowed to defend themselves, I get all kinds of easily noticeable unpleasant bodily and emotional reactions. When I read good arguments against these positions, I get some kind of nice calm feeling, like that I’m suddenly safer and the world has brightened a little bit. I try as hard as I can to approach these kinds of issues fairly, but it wouldn’t surprise me if I make more of the “five Democrats and eight assault weapons” style reasoning errors there than I would on some boring topic like taxes. Of course, I hear similar stories from people on the other side of this particular culture war. A typical example (this is a pastiche of many people) would be a transgender person who sometimes gets harassed when they try to go into public restrooms. Even if it never gets beyond catcalling, they remember all the stories they read about trans people getting murdered, and even looks of disapproval feel like they carry the potential for physical violence. Then they hear about trans bathroom bills in North Carolina or wherever and absolutely see red; they feel like Society as an abstracted entity is trying to deny their right to exist. Then they invent entirely new kinds of social technology to prevent themselves from ever having to talk to or interact with the sort of people who would support such a thing. Most people haven’t personally been cancelled or discriminated against, and they might not have stories like these. But they might feel like society is “threatening” them with these kinds of experiences. Or they might have “close family” or “close friends” who qualify. Or they might have heard about them on TV. (In a work-related context? Sure, let’s say yes.) But also, there’s the collective trauma exemption! Everybody belongs to various groups - black people, white people, Jews, Christians, men, women, LGBTs, gun owners, socialists, cops. Parts of each of these groups have developed narratives about how they’re being singled out for special persecution by the people in power. You probably believe that some of these groups’ narratives are valid, and others are false and offensive. That doesn’t matter. The important thing is that (some of) the group members believe it. The DSM is quite clear that people react to threatened trauma, not actual trauma. If some very silly person works himself up into a frenzy believing he’s being abused and persecuted because he eats eggs for breakfast, that’s potentially traumatizing, even if his concerns have no basis. But also, everyday political debate crosses lines that would qualify as emotional abuse in any other sphere of life. People get told they’re disgusting or idiotic or deserve to die. They have to watch as powerful rivals plot openly how to ostracize them from polite society. Groups of their enemies get together to spread the rumor that they are Satanists, Nazis, or pedophiles. They have their views twisted into totally false claims that they want to murder children, which then “go viral” to people who otherwise know nothing about them. If you’re not famous, this might not happen to you personally - nobody says “John Smith is a Nazi pedophile”. But John Smith might be a socialist, and someone might say “All socialists are Nazi pedophiles”. If we believe that racism can traumatize minority individuals even if they’re not personally named in the stereotypes, we should believe that the discourse around socialism can traumatize socialists, even if they’re not personally involved. I’m probably not describing this well, so I can only beg you to supplement my inadequate words with your lived experience. All bullying sounds trivial when you’re not involved. “He called me a fatty on the playground!” Well, whatever, laugh it off. But somehow from the inside, iterated over many experiences, coming from people you perceive as more socially powerful than you, it creeps up on you, starts getting power you definitely don’t remember giving it. Think of some discourse you’re involved in, some issue you feel really invested in, and think about the people you find most unfair and enraging on the other side. I dunno, either you’ve had this experience or you haven’t. I think a lot of people feel persecuted and threatened by politics, a lot of people feel emotionally abused by politics, and a lot of people feel like they’ve had vicarious experiences of people they identify with being harmed by politics. This isn’t enough for a formal PTSD diagnosis - they probably didn’t watch the relevant TV news segments in a work-related context. But it might be enough to start doing some really unhealthy things to their brains. IV. Here’s what the DSM has to say about some symptoms of PTSD: B4: Intense or prolonged psychological distress at exposure to internal or external cues that symbolize or resemble an aspect of the traumatic event. The popular term for criterion B4 is “a trigger”. For example, if you were raped, you might be triggered by hearing someone describe rape. This is justification for so-called “trigger warnings” in books and movies. Triggers have long since jumped from the lexicon of PTSD to the lexicon of politics. Left-wingers describe exposure to right-wing ideas or symbols as “triggering”. Right-wingers try to avoid the terminology, because it sounds too leftie, but they have the experience so often that lefties asking right-wingers “oh, are you TRIGGERED?” has become a meme. Twitter searches for “triggered” are an interesting anthropological experience. A Google search brought up this lovely t-shirt. I think eBay’s policy of promoting inclusiveness by displaying shirts on ethnically diverse models may have failed them in this case. This is only the tip of the iceberg. Donald Trump Jr has a book called Triggered, and a biweekly TV show of the same name. Sheila Jeffreys’ biography is called Trigger Warning: My Radical Feminist Life. Jeffreys and Trump Jr may not have much else in common, but they are united by a shared appreciation for applying this technical psychiatric term to politics. I think this makes the most sense if political triggering and psychiatric triggering are literally the same thing because political toxicity is a subspecies of PTSD. D2: Persistent and exaggerated negative beliefs or expectations about oneself, others, or the world. Do I even need to explain this one? D3: Persistent distorted cognitions about the cause or consequences of the traumatic events that lead the individual to blame himself or others. As stated, this doesn’t really apply to politics. But I claim this is an overly restrictive description of the true problem, which is a general distortion of cognition around traumatic stimuli. See for example Reasoning, trauma, and PTSD: insights into emotion–cognition interaction. Here the researchers make people solve math/logic puzzles with five apples and eight oranges or whatever; as usual, most people do fine. Then they change the content to traumatic stimuli, like five rapists and eight abusers. Nobody is particularly happy about this change, but traumatized people seem to do worse when the stimuli relate to their own trauma. This is an exact analog to the “five Democrats and eight assault weapons” task discussed above; I don’t know if one line of research inspired the others, but they show some similar results. Other people have even more general findings. You may remember the Stroop Effect, where people have to say the color of words without getting distracted by their content. One variant is the Emotional Stroop Effect, where instead of giving color words (“yellow”, “red”, etc), you use emotional words and traumatic stimuli. Traumatized people tend to do worse at Emotional Stroop tasks relating to their specific trauma. See Modification of cognitive biases related to posttraumatic stress: A systematic review and research agenda. See also The Precision Of Sensory Evidence for a discussion of how this effect might happen. E1: Irritable behavior and angry outbursts (with little or no provocation) typically expressed as verbal or physical aggression toward people and objects. As seen at your family Thanksgiving table. Politics makes otherwise kind people into angry jerks. E3: Hypervigilance This is defined as a heightened awareness of surroundings, constantly scanning for danger, and misinterpreting innocuous stimuli as threatening. Wikipedia describes it as “there is a perpetual scanning of the environment to search for sights, sounds, people, behaviors, smells, or anything else that is reminiscent of activity, threat or trauma”. Dog whistles. Microaggressions. The hallmark of the advanced political partisan is the ability to describe everything the other side (or neutral third parties) do as secretly a political offense, and to reduce every possible situation to their issue of choice. For the past ten years, I’ve been involved in the anti-AI-existential risk movement, and have gotten to know other people in this movement pretty well. I can say with high certainty that the number one motive of these people is that they do not want to be killed by robots. Still, over the years people have ascribed every possible motive to us except that one, for example: It’s a plot by Big Tech to distract from other harms they are committing.
Inline links: emotional abuse, institutional racism may be traumatizing, entirely new kinds of social technology, https://substackcdn.com/image/fetch/$s_!G65x!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9be25ee8-5d77-4a57-a07d-efff5ff66b44_589x461.png, https://substackcdn.com/image/fetch/$s_!i3Mp!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69cd8c8a-3f2b-4842-b8fd-1455aa1310bf_591x587.png, Triggered, Trigger Warning: My Radical Feminist Life, Reasoning, trauma, and PTSD: insights into emotion–cognition interaction, Modification of cognitive biases related to posttraumatic stress: A systematic review and research agenda., The Precision Of Sensory Evidence, Dog whistles
Twitter searches for “triggered” are an interesting anthropological experience. A Google search brought up this lovely t-shirt. I think eBay’s policy of promoting inclusiveness by displaying shirts on ethnically diverse models may have failed them in this case. This is only the tip of the iceberg. Donald Trump Jr has a book called Triggered, and a biweekly TV show of the same name. Sheila Jeffreys’ biography is called Trigger Warning: My Radical Feminist Life. Jeffreys and Trump Jr may not have much else in common, but they are united by a shared appreciation for applying this technical psychiatric term to politics. I think this makes the most sense if political triggering and psychiatric triggering are literally the same thing because political toxicity is a subspecies of PTSD. D2: Persistent and exaggerated negative beliefs or expectations about oneself, others, or the world. Do I even need to explain this one? D3: Persistent distorted cognitions about the cause or consequences of the traumatic events that lead the individual to blame himself or others. As stated, this doesn’t really apply to politics. But I claim this is an overly restrictive description of the true problem, which is a general distortion of cognition around traumatic stimuli. See for example Reasoning, trauma, and PTSD: insights into emotion–cognition interaction. Here the researchers make people solve math/logic puzzles with five apples and eight oranges or whatever; as usual, most people do fine. Then they change the content to traumatic stimuli, like five rapists and eight abusers. Nobody is particularly happy about this change, but traumatized people seem to do worse when the stimuli relate to their own trauma. This is an exact analog to the “five Democrats and eight assault weapons” task discussed above; I don’t know if one line of research inspired the others, but they show some similar results. Other people have even more general findings. You may remember the Stroop Effect, where people have to say the color of words without getting distracted by their content. One variant is the Emotional Stroop Effect, where instead of giving color words (“yellow”, “red”, etc), you use emotional words and traumatic stimuli. Traumatized people tend to do worse at Emotional Stroop tasks relating to their specific trauma. See Modification of cognitive biases related to posttraumatic stress: A systematic review and research agenda. See also The Precision Of Sensory Evidence for a discussion of how this effect might happen. E1: Irritable behavior and angry outbursts (with little or no provocation) typically expressed as verbal or physical aggression toward people and objects. As seen at your family Thanksgiving table. Politics makes otherwise kind people into angry jerks. E3: Hypervigilance This is defined as a heightened awareness of surroundings, constantly scanning for danger, and misinterpreting innocuous stimuli as threatening. Wikipedia describes it as “there is a perpetual scanning of the environment to search for sights, sounds, people, behaviors, smells, or anything else that is reminiscent of activity, threat or trauma”. Dog whistles. Microaggressions. The hallmark of the advanced political partisan is the ability to describe everything the other side (or neutral third parties) do as secretly a political offense, and to reduce every possible situation to their issue of choice. For the past ten years, I’ve been involved in the anti-AI-existential risk movement, and have gotten to know other people in this movement pretty well. I can say with high certainty that the number one motive of these people is that they do not want to be killed by robots. Still, over the years people have ascribed every possible motive to us except that one, for example: It’s a plot by Big Tech to distract from other harms they are committing.
Inline links: https://substackcdn.com/image/fetch/$s_!i3Mp!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69cd8c8a-3f2b-4842-b8fd-1455aa1310bf_591x587.png, Triggered, Trigger Warning: My Radical Feminist Life, Reasoning, trauma, and PTSD: insights into emotion–cognition interaction, Modification of cognitive biases related to posttraumatic stress: A systematic review and research agenda., The Precision Of Sensory Evidence, Dog whistles
A Google search brought up this lovely t-shirt. I think eBay’s policy of promoting inclusiveness by displaying shirts on ethnically diverse models may have failed them in this case. This is only the tip of the iceberg. Donald Trump Jr has a book called Triggered, and a biweekly TV show of the same name. Sheila Jeffreys’ biography is called Trigger Warning: My Radical Feminist Life. Jeffreys and Trump Jr may not have much else in common, but they are united by a shared appreciation for applying this technical psychiatric term to politics. I think this makes the most sense if political triggering and psychiatric triggering are literally the same thing because political toxicity is a subspecies of PTSD. D2: Persistent and exaggerated negative beliefs or expectations about oneself, others, or the world. Do I even need to explain this one? D3: Persistent distorted cognitions about the cause or consequences of the traumatic events that lead the individual to blame himself or others. As stated, this doesn’t really apply to politics. But I claim this is an overly restrictive description of the true problem, which is a general distortion of cognition around traumatic stimuli. See for example Reasoning, trauma, and PTSD: insights into emotion–cognition interaction. Here the researchers make people solve math/logic puzzles with five apples and eight oranges or whatever; as usual, most people do fine. Then they change the content to traumatic stimuli, like five rapists and eight abusers. Nobody is particularly happy about this change, but traumatized people seem to do worse when the stimuli relate to their own trauma. This is an exact analog to the “five Democrats and eight assault weapons” task discussed above; I don’t know if one line of research inspired the others, but they show some similar results. Other people have even more general findings. You may remember the Stroop Effect, where people have to say the color of words without getting distracted by their content. One variant is the Emotional Stroop Effect, where instead of giving color words (“yellow”, “red”, etc), you use emotional words and traumatic stimuli. Traumatized people tend to do worse at Emotional Stroop tasks relating to their specific trauma. See Modification of cognitive biases related to posttraumatic stress: A systematic review and research agenda. See also The Precision Of Sensory Evidence for a discussion of how this effect might happen. E1: Irritable behavior and angry outbursts (with little or no provocation) typically expressed as verbal or physical aggression toward people and objects. As seen at your family Thanksgiving table. Politics makes otherwise kind people into angry jerks. E3: Hypervigilance This is defined as a heightened awareness of surroundings, constantly scanning for danger, and misinterpreting innocuous stimuli as threatening. Wikipedia describes it as “there is a perpetual scanning of the environment to search for sights, sounds, people, behaviors, smells, or anything else that is reminiscent of activity, threat or trauma”. Dog whistles. Microaggressions. The hallmark of the advanced political partisan is the ability to describe everything the other side (or neutral third parties) do as secretly a political offense, and to reduce every possible situation to their issue of choice. For the past ten years, I’ve been involved in the anti-AI-existential risk movement, and have gotten to know other people in this movement pretty well. I can say with high certainty that the number one motive of these people is that they do not want to be killed by robots. Still, over the years people have ascribed every possible motive to us except that one, for example: It’s a plot by Big Tech to distract from other harms they are committing.
Inline links: Triggered, Trigger Warning: My Radical Feminist Life, Reasoning, trauma, and PTSD: insights into emotion–cognition interaction, Modification of cognitive biases related to posttraumatic stress: A systematic review and research agenda., The Precision Of Sensory Evidence, Dog whistles
True Movementarian conference1 mentions across 1 issues

True Movementarian conference is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 10, 2022 and August 10, 2022. The archive places it in contexts such as "Then they can have a True Movementarian conference". It most often appears alongside alt-right, Bishop of Rome, David Chapman.

Mention count
1
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1
First seen
August 10, 2022
Last seen
August 10, 2022
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A Cyclic Theory Of Subcultures
August 10, 2022 · Original source
The average counterelite probably won’t take over the movement. But they can win small victories. They can start a group of True Movementarians, opposed to the corrupt members of the regular movement. Then they can have a True Movementarian conference, a True Movementarian newsletter, etc. This maybe solves the status famine for one more generation.
Trump campaign1 mentions across 1 issues

Trump campaign is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 31, 2025 and December 31, 2025. The archive places it in contexts such as "to explain the Trump campaign". It most often appears alongside 1955, 4chan, AARP.

Reference entry
Trump campaign
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1
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1
First seen
December 31, 2025
Last seen
December 31, 2025
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Highlights From The Comments On Vibecession
December 31, 2025 · Original source
I appreciate this guide to the original intent of the word, but I claim ‘death of the author’ - it seems to me this is more than just a two-year problem. I remember people complaining about hellworld, the broken social contract, the Boomers tearing up the bridge behind them, vanishing opportunities for the young, the blackpill of modern life, etc, well before 2022. Memory can be faulty, but don’t we need something like this to explain the Trump campaign, the Sanders campaign, Chapo Trap House, Red Scare, 4chan, and all the other mid-2010s politicians and media telling us that things were worse than they’d ever been and outrage was the only acceptable response?
Trump Greenland market1 mentions across 1 issues

Trump Greenland market is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between January 13, 2026 and January 13, 2026. The archive places it in contexts such as "Trump Greenland market; went way up upon Maduro capture". It most often appears alongside ACX/Metaculus 2026 Prediction Contest, AGI, AI.

Reference entry
Trump Greenland market
Mention count
1
Issue count
1
First seen
January 13, 2026
Last seen
January 13, 2026
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Mantic Monday: The Monkey's Paw Curls
January 13, 2026 · Original source
Trump Greenland market; went way up upon Maduro capture and subsequent reignition of the discussion. Lest you worry that this is only tracking the chance of getting a military base or some other small acquisition, the creator specified that:
Trump presidency1 mentions across 1 issues

Trump presidency is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 06, 2022 and April 06, 2022. The archive places it in contexts such as "The Trump presidency put this into especially sharp relief". It most often appears alongside America, American consulate, Attorney General.

Reference entry
Trump presidency
Mention count
1
Issue count
1
First seen
April 06, 2022
Last seen
April 06, 2022
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Dictator Book Club: Xi Jinping
April 06, 2022 · Original source
If the two word description of US politics is “democracy, checks-and-balances”, then the two word description of Chinese politics is “oligarchy, patrons-and-clients”. If this seems exotic, it shouldn’t: it’s not much different from how the US fills unelected posts like “ambassador” and “White House staffer”. The Trump presidency put this into especially sharp relief, either because Trump did it more blatantly than usual or just because Trump’s clients were so obviously different from the normal Washington crowd. Consider eg the appointment of Jeff Sessions (among the first Congressmen to endorse Trump) as Attorney General.
Trump’s Big Beautiful Bill1 mentions across 1 issues

Trump’s Big Beautiful Bill is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between July 01, 2025 and July 01, 2025. The archive places it in contexts such as "Trump’s “Big Beautiful Bill” originally banned states from regulating AI". It most often appears alongside Afrobarometer, AGI, AI 2027.

Mention count
1
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1
First seen
July 01, 2025
Last seen
July 01, 2025
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Links For July 2025
July 01, 2025 · Original source
13: Related: Trump’s “Big Beautiful Bill” originally banned states from regulating AI for ten years, but this provision got pushback, including from Republicans whose votes Trump needed. Earlier today, Senator Blackburn, a leading Republican critic, said she struck a compromise with proponent Ted Cruz - the ban would only last five years, and some online privacy and child porn regulation would be exempted. But this evening, the compromise fell apart, and IIUC the Senate has now voted 99-1 to remove the AI regulation ban entirely (X) (though I’m going entirely off this one tweet and it doesn’t seem to have made it into the news yet). The Big Beautiful Bill still cuts Medicaid, lowers taxes (especially on the rich), attacks the solar and clean energy industries, and adds $3 trillion to the national debt. If you have opinions, consider calling your representative, although this is more likely to matter if they’re a Republican.
Inline links: the compromise fell apart, the Senate has now voted 99-1 to remove the AI regulation ban entirely (X), cuts Medicaid, lowers taxes (especially on the rich), attacks the solar and clean energy industries, adds $3 trillion to the national debt
Tu B'Shevat1 mentions across 1 issues

Tu B'Shevat is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 07, 2022 and December 07, 2022. The archive places it in contexts such as "9:30 AM to 4:30 PM on Easter, Memorial Day, and Tu B'Shevat". It most often appears alongside Blue Helmet, Blue Helmet Insurance, Chakaramanditya.

Reference entry
Tu B'Shevat
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1
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1
First seen
December 07, 2022
Last seen
December 07, 2022
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What Your Doctor Spends 80% Of Their Time Doing
December 07, 2022 · Original source
"Hello! This is SmartSave pharmacy, home of compassionate savings on drugs, vitamins, and more. Our hours are from 9 AM to 5 PM Mondays through Fridays, 10 AM to 4 PM Saturdays, 10 AM to 3 PM Sundays, 10 AM to 3:30 PM on Christmas, Christmas Eve, Thanksgiving, and New Years, and 9:30 AM to 4:30 PM on Easter, Memorial Day, and Tu B'Shevat. We now have the COVID booster at SmartSave pharmacy! Did you know that COVID boosters can protect against all variants of COVID? Schedule your COVID booster now! We also have the SmartSave card, a great source for all prescription drug savings. ¡Hola! Esta es la farmacia SmartSave, hogar de ahorros compasivos en medicamentos, vitaminas y más. Nuestro horario es de 9 a. m. a 5 p. m. de lunes a viernes, de 10 a. m. a 4 p. m. los sábados, de 10 a. m. a 3 p. m. los domingos, de 10 a. :30 p. m. en Semana Santa, Día de los Caídos y Tu B'Shevat. ¡Ya tenemos el refuerzo COVID en farmacia SmartSave! ¿Sabía que los refuerzos de COVID pueden proteger contra todas las variantes de COVID? ¡Programe su refuerzo COVID ahora! Tambien tenemos la tarjeta SmartSave, una gran fuente para todos los ahorros en medicamentos recetados. If you would like to hear this introductory message again, press 1. Otherwise, stay on the line."
"Hello! This is SmartSave pharmacy, home of compassionate savings on drugs, vitamins, and more. Our hours are from 9 AM to 5 PM Mondays through Fridays, 10 AM to 4 PM Saturdays, 10 AM to 3 PM Sundays, 10 AM to 3:30 PM on Christmas, Thanksgiving, and New Years, and 9:30 AM to 4:30 PM on Easter, Memorial Day, and Tu B'Shevat. We now have the COVID booster at SmartSave pharmacy! Did you know that COVID boosters can protect against all variants of COVID? Schedule your COVID booster now! We now have the SmartSave card, a great source for all prescription drug savings. ¡Hola! Esta es la farmacia SmartSave, hogar de ahorros compasivos en medicamentos, vitaminas y más. Nuestro horario es de 9 a. m. a 5 p. m. de lunes a viernes, de 10 a. m. a 4 p. m. los sábados, de 10 a. m. a 3 p. m. los domingos, de 10 a. :30 p. m. en Semana Santa, Día de los Caídos y Tu B'Shevat. ¡Ya tenemos el refuerzo COVID en farmacia SmartSave! ¿Sabía que los refuerzos de COVID pueden proteger contra todas las variantes de COVID? ¡Programe su refuerzo COVID ahora! Ahora tenemos la tarjeta SmartSave, una gran fuente para todos los ahorros en medicamentos recetados. If you would like to hear this introductory message again, press 1. Otherwise, stay on the line."
Tuesday, September 26th, 7:00 PM1 mentions across 1 issues

Tuesday, September 26th, 7:00 PM is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 25, 2023 and August 25, 2023. The archive places it in contexts such as "Time: Tuesday, September 26th, 7:00 PM". It most often appears alongside "El Retiro" Park, 11841 Wagner Street Culver City, 1548 NE 15th Ave.

Mention count
1
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1
First seen
August 25, 2023
Last seen
August 25, 2023
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Meetups Everywhere 2023: Times & Places
August 25, 2023 · Original source
PHILADELPHIA, PENNSYLVANIA, USA Contact: Wes Contact Info: rationalphilly[at]gmail[dot]com Time: Tuesday, September 26th, 7:00 PM Location: Ethical Society of Philadelphia, 1906 Rittenhouse Square Coordinates: https://plus.codes/87F6WRXG+FQ Group Link: Email - https://groups.google.com/g/ACXPhiladelphia; Google Calendar - https://calendar.google.com/calendar/u/0?cid=cmF0aW9uYWxwaGlsbHlAZ21haWwuY29t; Meetup - https://www.meetup.com/philadelphia-rationalists/; Discord - https://discord.gg/46zb6hRVGB; Facebook - https://www.facebook.com/groups/rationalphilly Notable Guests: Wes, one of the hosts of the Mindkiller podcast Notes: Free dim sum! There will be vegetarian and non-vegetarian selections. We have a social meetup once a month.
Inline links: https://plus.codes/87F6WRXG+FQ, https://groups.google.com/g/ACXPhiladelphia, https://calendar.google.com/calendar/u/0?cid=cmF0aW9uYWxwaGlsbHlAZ21haWwuY29t, https://www.meetup.com/philadelphia-rationalists/, https://discord.gg/46zb6hRVGB, https://www.facebook.com/groups/rationalphilly
Tunguska Event1 mentions across 1 issues

Tunguska Event is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between January 07, 2022 and January 07, 2022. The archive places it in contexts such as "We might be able to deflect a very small asteroid or comet, ... But we're talking Tunguska Event here, not Dinosaur Killer". It most often appears alongside ACX Discord, Aerojet XLR-132, Aimable.

Reference entry
Tunguska Event
Mention count
1
Issue count
1
First seen
January 07, 2022
Last seen
January 07, 2022
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Highlights From The Comments On "Don't Look Up"
January 07, 2022 · Original source
We might be able to deflect a *very small* asteroid or comet, the sort where only a single calibrated near-miss by a surplus hydrogen bomb shortly before impact is enough. But we're talking Tunguska Event here, not Dinosaur Killer. And if you're facing the Tunguska Event six months out, you basically just evacuate Tunguska and hire Michael Bay to film the fireworks.
Turing Award1 mentions across 1 issues

Turing Award is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between November 18, 2021 and November 18, 2021. The archive places it in contexts such as "Geoffrey Hinton who won a Turing Award". It most often appears alongside 23andme, AB, Abraham Mendelssohn.

Reference entry
Turing Award
Mention count
1
Issue count
1
First seen
November 18, 2021
Last seen
November 18, 2021
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Highlights From The Comments On Great Families
November 18, 2021 · Original source
One of Charles [Hinton]'s descendants is Geoffrey Hinton who won a Turing Award a couple of years ago. He is also a descendant of George Boole and George Everest (Surveyor General of India) after whom the mountain is named. He is not descended from the jungle gym guy. The jungle gym guy had two crazy Communist children who were big fans of Mao.
Turing Test!1 mentions across 1 issues

Turing Test! is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between March 27, 2023 and March 27, 2023. The archive places it in contexts such as "this is Turing Test! , the game show that separates man from machine!". It most often appears alongside Air, Alan Serzynski, Albany.

Reference entry
Turing Test!
Mention count
1
Issue count
1
First seen
March 27, 2023
Last seen
March 27, 2023
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Turing Test
March 27, 2023 · Original source
The year is 2028, and this is Turing Test!, the game show that separates man from machine! Our star tonight is Dr. Andrea Mann, a generative linguist at University of California, Berkeley. She’ll face five hidden contestants, code-named Earth, Water, Air, Fire, and Spirit. One will be a human telling the truth about their humanity. One will be a human pretending to be an AI. One will be an AI telling the truth about their artificiality. One will be an AI pretending to be human. And one will be a total wild card. Dr. Mann, you have one hour, starting now.
AIR: The Turing Test! rules forbid asking contestants to write poetry. AIs can write poems in seconds, but humans can’t. It would make the game too easy.
MANN: And be forever known as the person who won Turing Test! with racial slurs? I had a spiritual experience once. It was on two hundred micrograms of acid. I still think there was something meaningful about it. I know AIs have been trained on every spiritual experience every human has ever written about online, but it still feels like the essence of a spiritual experience is something that can’t be put into words. It’s not like you’re leaving me many other options. I think maybe having an experience that can’t be put into words, and putting it into words, is subtly different from reading words about an experience that can’t be put into words, guessing what they’re pointing at, and then writing words about your guess. That’s the best way I can think of to defeat a language model.
Tuskegee1 mentions across 1 issues

Tuskegee is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 12, 2023 and April 12, 2023. The archive places it in contexts such as "in the uproar following Tuskegee, Congress set it in stone". It most often appears alongside AAAS, AIDS, American Academy of Arts and Sciences.

Reference entry
Tuskegee
Mention count
1
Issue count
1
First seen
April 12, 2023
Last seen
April 12, 2023
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Book Review: From Oversight To Overkill
April 12, 2023 · Original source
A few doctors failed to follow even the flimsiest veneer of ethics. The most famous example is the Tuskegee Syphilis Study1, but this happened towards the end of the relevant era. The debate at the time was more shaped by Dr. Chester Southam (who injected patients with cancer cells to see what would happen) and the Willowbrook Hepatitis Experiment, where researchers gave mentally defective children hepatitis on purpose2. Two voices rose to the top of the froth of outrage and ended up having outsized effects: Henry Beecher and James Shannon.
Inline links: 1, 2
In the late 1960s and early 1970s, Beecher’s activism, Shannon’s CRCs, and the mounting level of Tuskegee-style scandals came together in a demand for the American Academy of Arts and Sciences to create some official ethics report. Most ethicists demurred to dirty their hands with something as worldly as medicine; after some searching, they finally tapped Hans Jonas, a philosopher of Gnosticism. In retrospect, of course bioethics derives from a religion that believes the material world is evil and death is the only escape. I’m barely even joking here:
AAAS’ report balanced Jonas’ extreme approach with more moderate voices, producing something in between. There could be medical research, but only with meticulous consent processes intended to ensure subjects understood every risk, even the most outlandish. Rather than a straight weighing of risks vs. benefits, overseers should start with a presumption that risk was unacceptable, and weigh benefits only weakly. This framework might have evolved further, but in the uproar following Tuskegee, Congress set it in stone, never to be changed by mere mortals.
Tuskegee experiment1 mentions across 1 issues

Tuskegee experiment is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 17, 2023 and April 17, 2023. The archive places it in contexts such as "I can't work out whether the Tuskegee experiment's findings have saved any lives". It most often appears alongside Advarra, Amazon, Anya L.

Reference entry
Tuskegee experiment
Mention count
1
Issue count
1
First seen
April 17, 2023
Last seen
April 17, 2023
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Highlights From The Comments On IRBs
April 17, 2023 · Original source
Finally, most of the surveys in question are just a series of basic psychology scales or tasks both the worker and average SSC reader are very familiar with. I suspect many of them are administered by students as practice rather than 'serious' research. As the other poster said, rejected HITs are just any task the requestor declines for any reason. A worker's acceptance rate is extremely important - one of the few pieces of advice Amazon seems to give requestors is to filter for 98% or 99% acceptance rate. It's probably pretty reasonable for surveys - if you can't get 99 out of 100 of those filled out acceptably (assuming good faith by the requestors), maybe you should be filtered. It's also worth noting that Amazon makes communication difficult, and that rejected HITs can only be reversed for like a month - after that, they're permanently on your record. It's also probably worth restating: if a worker goes below the high 90s, they'll have access to fewer tasks, likely from less reputable requestors, and they'll need to do 100 of these to offset every rejection. And the worker is at much greater risk of being dug deeper into that hole by requestors rejecting their work in bad faith with no recourse - part of why surveys are popular is because the IRB can bludgeon requestors into accountability. Most of the surveys in question are also are the crumbs that filter through the grasping pedipalps of the hordes of workers (and their scripts). If people are seriously using MTurk to monetize their time, they're likely looking for 'batch HITs' - the sort of thing where there's hundreds or thousands of tasks that can be quickly repeated (moderating images, 3 cents for a sentiment analysis, a couple quarters to outline a car in an image, etc.) Of course, this mana from heaven rarely lasts long, and the worker always takes a risk - 'if I do 100 of these, and this is an unscrupulous requestor, well - I better have ten thousand accepted HITs under my belt.' That's why workers are so protective of their acceptance rate. Back to surveys - again as the other poster replied, most of what the average MTurk worker will see is probably a psychology study questionnaire with a series of whatever common scales, attention checks, and other tricks the worker has probably seen at least dozens if not hundreds of times by now. They often pay Amazon's princely sum of about 10 cents per (expected) minute - based on the minimum wage in whatever benighted 00s year Amazon Mechanical Turk launched. Anecdotally, it also seems like a lot of these are from students - probably just practice research by someone who likely has less experience with the platform than the worker themselves. The problem the requestor has - at least as of ~2018 - is that there is a lot of fraud with foreign workers getting access to MTurk accounts and submitting totally garbo data, often very quickly. Based purely on a 'time to complete' metric, this is hard to distinguish from a legit worker who has filled out hundreds of these and is looking to maximize how many pennies they get for their minutes. It also wasn't uncommon for workers to 'cook' such a survey - letting it sit at the end screen before submitting - just to avoid getting pinged for finishing it quickly. As for how this all ties back into Institutional Review Boards - well, yeah, griping to the IRB is often the MTurk worker's only recourse. Amazon just doesn't care, and as I recall a lot of requestors don't even know workers can contact them - and as mentioned there's a narrow time window to discuss rejected HITs before they become permanent. On the other hand, in a lot of cases this is basically a reddit mob complaining that a student doling out dimes screwed up their understanding of MTurk's arcane inner workings, and that's in the case that the workers aren't actually trying to defraud them for said dimes. 5. Comments About Regulation, Liability, and Vetocracy CatCube writes: I think the fundamental problem is that you cannot separate the ability to make a decision from the ability to make a *wrong* decision. However, our society--pushed by the regulator/lawyer/journalist/administrator axis you discuss--tries to use detailed written rules to prevent wrong decisions from being made. But, because of the decision/wrong decision inseparability thing, the consequences are that nobody has the ability to make a decision. This is ultimately a political question. It's not wrong, precisely, or right either. It's a question of value tradeoffs. Any constraint you put on a course of action is necessarily something that you value more than the action, but this isn't something people like to admit or hear voiced aloud. If you say, "We want to make sure that no infrastructure project will drive a species to extinction", then you are saying that's more important than building infrastructure. Which can be a defensible decision! But if you keep adding stuff--we need to make sure we're not burdening certain races, we need to make sure we're getting input from each neighborhood nearby, etc.--you can eventually end up overconstraining the problem, where there turns out to be no viable path forward for a project. This is often a consequence of the detailed rules to prevent wrong decisions. But because we can't admit that we're valuing things more than building stuff (or doing medical research, I guess?), we as a society just end up sitting and stewing about how we seemingly can't do anything anymore. We need to either: 1) admit we're fine with crumbling infrastructure, so long as we don't have any environmental, social, etc., impacts; or 2) decide which of those are less important and streamline the rules, admitting that sometimes the people who are thus able to make a decision are going to screw it up and do stuff we ultimately won't like. Darwin on why safetyism expanded just as the neoliberals were trying to decrease government regulation: Without the excuse of 'we were following all of the very strict and explicit regulations, so the bad thing that happened was a freak accident and not our fault' to rely on, companies had to take safety and caution and liability limitation and PR management into their own hands in a much more serious way. And without the confidence in very strict and explicit regulations to limit the bad things companies might do, and without democratically-elected regulators as a means to bring complaint and affect change, we became much more focused on seeking remedy for corporate malfeasance by suing companies into oblivion and destroying them in the court of public opinion. Basically, government actually *can* do useful things, as it turns out. One of the useful things it can do is be a third party to a dispute between two people or entities, such as 'corporations' and 'citizens', and use it's power to legibly and credibly ensure cooperation by explicitly specifying what will be considered defection and then punishing it harshly. This actually allows the two parties, which might otherwise be in conflict, to trust each other much more and cooperate much better, because their incentives have been shifted by a third party to make defection more costly. Without government playing that role, you can fall back into bad equilibrium of distrust and warring, which in this case might look like a wary populace ready to sue and decry at the slightest excuse, and paranoid corporations going overboard on caution and PR to shield from that. Meadow Freckle writes: Why can’t you sue an IRB for killing people for blocking research? You can clearly at least sometimes activist them into changing course. But their behavior seems sue-worthy in these examples, and completely irresponsible. We have negligence laws in other areas. Is there an airtight legal case that they’re beyond suing, or is it just that nobody’s tried? I don’t know, and this seems like an important question. And Donald writes: Why do we need special rules for medicine? The law has rules about what dangerous activities people are allowed to consent to, for example in the context of dangerous sports or dangerous jobs. Criminal and civil trials in this context seem to be a fairly functional system. If Doctors do bad things, they can stand in the accused box in court and get charged with assault or murder, with the same standards applied as are applied to everyone else. If there need to be exceptions, they should be exceptions of the form "doctors have special permission to do X". I do want to slightly defend something IRB-like here. When a doctor asks you to be part of a study, they’re implicitly promising that they did their homework, this is a valuable thing to study, and that there’s no obvious reason it should be extremely unsafe. As a patient (who may be uneducated) you have no way of knowing whether or not this promise is true. Every so often, someone does everything right, and something goes wrong anyway. A drug that everyone reasonably thought would be safe and effective turns out to have unpredictable side effects - this is part of why we have to do studies in the first place. If every time this happened, a doctor had to stand trial for assault/murder, nobody would ever study new drugs. Trials are a crapshoot, and juries tend to rule against doctors on the grounds that the disabled/dead patient is very sympathetic and everyone knows doctors/hospitals are rich and can give them infinite money as damages. There is no way for an average uneducated jury to distinguish between “doctor did their homework and got unlucky” and “doctor did an idiotic thing”. Either way, the prosecution can find “expert witnesses” to testify, for money, that you were an idiot and should have known the study would fail. In order to remove this risk, you need some standards for when a study is safe, so that if people sue you, you can say “I was following the standards and everyone else agreed with me that this was good” and then the lawsuit will fail. Right now those standards are “complied with an IRB”. This book is arguing that the IRB’s standards are too high, but we can’t cut the IRB out entirely without some kind of profound reform of the very concept of lawsuits, and I don’t know what that reform would look like. 6. Comments About The Act/Omission Distinction jumpingjacksplash writes: I think you've unintentionally elided two distinct points: first, that IRBs are wildly inefficient and often pointless within the prevailing legal-moral normative system (PLMNS); second, that IRBs are at odds with utilitarianism. Law in Anglo-Saxon countries, and most people's opinions, draw a huge distinction between harming someone and not helping them. If I cut you with a knife causing a small amount of blood loss and maybe a small scar, that's a serious crime because I have an obligation not to harm you. If I see a car hurtling towards you that you've got time to escape from if you notice it, but don't shout to warn you (even if I do this because I don't like you), then that's completely fine because I have no obligation to help you. This is the answer you'd get from both Christianity and Liberalism (in the old-fashioned/European sense of the term, cf. American Right-Libertarianism). Notably, in most Anglo-Saxon legal systems, you can't consent to be caused physical injury. Under PLMNS, researchers should always ask people if they consent to using their personal data in studies which are purely comparing data and don't change how someone will be treated. For anything that affects what medical treatment someone will or won't receive, you'd at least have to give them a full account of how their treatment would be different and what the risks of that are. If there's a real risk of killing someone, or permanently disabling them, you probably shouldn't be allowed to do the study even if all the participants give their informed consent. This isn't quite Hans Jonas' position, but it cashes out pretty similarly. That isn't to say the current IRB system works fine for PLMNS purposes; obviously there's a focus on matters that are simply irrelevant to anything anyone could be rationally concerned with. But if, for example, they were putting people on a different ventilator setting than they otherwise would, and that risked killing the patient, then that probably shouldn't be allowed; the fact that it might lead to the future survival of other, unconnected people isn't a relevant consideration, and nor is "the same number of people end up on each ventilator setting, who cares which ones it is" because under PLMNS individuals aren't fungible. Under utilitarianism, you'd probably still want some sort of oversight to eliminate pointless yet harmful experiments or reduce unnecessary harm, but it's not clear why subjects' consent would ever be a relevant concern; you might not want to tell them about the worst risks of a study, as this would upset them. The threshold would be really low, because any advance in medical science could potentially last for centuries and save vastly more people than the study would ever involve. The problem is, as is always the case for utilitarianism, this binds you to some pretty nasty stuff; I can't work out whether the Tuskegee experiment's findings have saved any lives, but Mengele's research has definitely saved more people than he killed, and I'd be surprised if that didn't apply to Unit 731 as well. The utilitarian IRB would presumably sign off on those. More interestingly, it might have to object to a study where everyone gives informed consent but the risk of serious harm to subjects is pretty high, and insist that it be done on people whose quality of life will be less affected if it goes wrong (or whose lower expected utility in the longer term makes their deaths less bad) such as prisoners or the disabled. The starting point to any ideal system has to be setting out what it's trying to achieve. Granted, if you wanted reform in the utilitarian direction, you probably wouldn't advocate a fully utilitarian system due to the tendency of the general public to recoil in horror. I want to stress how far we are away from “do experiments without patient’s consent” here - a much more common problem is that patients really want to be in experiments, and the system won’t allow it. This is most classic in studies on cancer, where patients really want access to experimental drugs and IRBs are constantly coming up with reasons not to give it to them. Jonas argued that all cancer studies should be banned because it’s impossible to consent when you’re desperate to survive, which isn’t the direction I would have taken that particular example in. But there are other examples - during COVID, lots of effective altruists stepped up to be in human challenge trials that would have gotten the vaccines tested faster, but the government wouldn’t allow them to participate. I would honestly be happy with a system that counts the harm of denying a patient’s ability to consent to an experiment they really want to be in as a negative, forget about any lives saved. And JDK writes: I haven't finished reading by felt compelled to comment on this: "the stricter IRB system in place since the '90s probably only prevents a single-digit number of deaths per decade, but causes tens of thousands more by preventing lifesaving studies." No. It does NOT "cause" deaths. We can't go down this weird path of imprecision about what "causing" means. I've been examining Ivan Illich, "Medical Nemesis" recently. By claiming IRBs which stop research ostensibly CAUSE death strikes me as cultural iatrogenesis masquerading as a cure for clinical iatrogenesis. […] "Might have been saved if" is not the same as "death was caused by". This seems to me to be a weird and overly metaphysical nitpick. Suppose a surgeon is operating on someone. In the process, they must clamp a blood vessel - this is completely safe for one minute, but if they leave it clamped more than one minute, the patient dies. They clamp it as usual, but I rush into the operating room and forceably restrain the surgeon and all the staff. The surgeon is unable to remove the clamp and the patient dies. I (and probably the legal system) would like to be able to say I caused the patient’s death in this scenario. But it sounds like JDK is saying I have to say the surgeon caused the patient's death and I was only tangentially involved. Here’s another example; suppose the US government bans all food production - farmers, hunters, fishermen, etc are forbidden from doing their jobs. After a few months, everyone starves to death. I might want to say something like “the US government’s ban on food production killed people”. But by JDK’s reasoning, this is wrong - the government merely prevented farmers and fishermen from saving people (by giving them food so they didn’t starve). I might want to say something like “Mao’s collective farming policy killed lots of people”. But since this is just a weaker version of hypothetical-Biden’s ban on food, by JDK’s reasoning I can’t do this. This seems contrary to common usage, common sense, and communicating information clearly. I have never heard any philosopher or dictionary suggest this, so what exactly is the argument? (JDK has a response here, but I didn’t find it especially enlightening) 7. Comments About The Applications For AI Metaphysiocrat writes: People have joked about applying NEPA review to AI capabilities research, but I wonder if some kind of IRB model might have legs (as part of a larger package of capabilities-slowing policy.) It’s embedded in research bureaucracies, we sort of know how to subject institutions to it, and so on. I can think of seven obvious reasons this wouldn’t work, but at this point I’m getting doomery enough that I feel like we may just have to throw every snowball we have at the train on the off chance one has stopping power. Zach Stein-Perlman writes: A colleague of mine is interested in 'IRBs for AI'-- he hasn't investigated it but has thought about IRB-y stuff in the context of takeaways for AI (https://wiki.aiimpacts.org/doku.php?id=responses_to_ai:technological_inevitability:incentivized_technologies_not_pursued:vaccine_challenge_trials). He's interested in people's takes on the topic. My take: my understanding is that the US can’t technically demand all doctors use IRBs. (Almost) al doctors use IRBs for a combination of a few reasons : The US government demands that everyone who receives federal funding use an IRB, and most doctors get some federal funding.
Inline links: writes, Darwin, writes, writes, writes, writes, has a response here, writes, writes, https://wiki.aiimpacts.org/doku.php?id=responses_to_ai:technological_inevitability:incentivized_technologies_not_pursued:vaccine_challenge_trials
Tuskegee Syphilis Study1 mentions across 1 issues

Tuskegee Syphilis Study is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 12, 2023 and April 12, 2023. The archive places it in contexts such as "The most famous example is the Tuskegee Syphilis Study". It most often appears alongside AAAS, AIDS, American Academy of Arts and Sciences.

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Book Review: From Oversight To Overkill
April 12, 2023 · Original source
A few doctors failed to follow even the flimsiest veneer of ethics. The most famous example is the Tuskegee Syphilis Study1, but this happened towards the end of the relevant era. The debate at the time was more shaped by Dr. Chester Southam (who injected patients with cancer cells to see what would happen) and the Willowbrook Hepatitis Experiment, where researchers gave mentally defective children hepatitis on purpose2. Two voices rose to the top of the froth of outrage and ended up having outsized effects: Henry Beecher and James Shannon.
Inline links: 1, 2
Tuungane project1 mentions across 1 issues

Tuungane project is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 27, 2022 and May 27, 2022. The archive places it in contexts such as "British Department for International Development’s 90 million pound Tuungane project". It most often appears alongside An Anthropologist Among the Mandarins, anti-politics machine, Basotho Congress Party.

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Tuungane project
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Your Book Review: The Anti-Politics Machine
May 27, 2022 · Original source
...ed with failed trials and interventions based on unchecked assumptions. One of the most famous is the British Department for International Development’s 90 million pound Tuungane project, whose Congolese incarnation sought to rebuild village governing institutions that the country’s civil war had destroyed. One of the most convincing explanations of its...
...fy these failures: the development literature continues to be littered with failed trials and interventions based on unchecked assumptions. One of the most famous is the British Department for International Development’s 90 million pound Tuungane project, whose Congolese incarnation sought to rebuild village governing institutions that the country’s civil war had destroyed. One of the most convincing explanations of its...
Twenty-Seventh Amendment1 mentions across 1 issues

Twenty-Seventh Amendment is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between March 11, 2026 and March 11, 2026. The archive places it in contexts such as "no worse than the situation with the Twenty-Seventh Amendment". It most often appears alongside Atlantic, Bill of Rights, CAA.

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Last Rights
March 11, 2026 · Original source
One hundred ten years later - in 1982 - an undergrad at University of Texas in Austin wrote a paper on the pay-raise amendment, mentioning that there wasn’t technically anything in the Constitution that said that amendments had expiration dates. He got a C on the paper and very reasonably turned that into a decade-long crusade to prove his history teacher wrong. He started a nationwide campaign to get state legislatures to ratify the amendment. In 1992, he succeeded: the 38th state approved the provision, and it was added to the Constitution as what is now the Twenty-Seventh Amendment. The crusade worked; thirty-four years after the original paper, his political science teacher submitted a petition to the university to retroactively change his grade to an A+; since there is no A+ on the official UT grading rubric, this became the only A+ ever given in the history of the University of Texas.
But it’s no worse than the situation with the Twenty-Seventh Amendment. Gregory Watson, the previously mentioned Texas undergraduate, got it passed with $6,000 of his own money and a very dedicated letter-writing campaign. The Congressional Apportionment Amendment may require more work, but the precedent is there.
Twitter thread1 mentions across 1 issues

Twitter thread is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 23, 2021 and December 23, 2021. The archive places it in contexts such as "a link to this Twitter thread by Professor Francois Balloux". It most often appears alongside Alaska, Alex G, Berkeley meetup.

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Twitter thread
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Highlights From The Comments On Diseasonality
December 23, 2021 · Original source
The same reader sent me a link to this Twitter thread by Professor Francois Balloux, who writes:
Inline links: this Twitter thread
Túpac Amaru rebellion1 mentions across 1 issues

Túpac Amaru rebellion is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 22, 2025 and August 22, 2025. The archive places it in contexts such as "the best explanation I can offer for the Túpac Amaru rebellion". It most often appears alongside Andes, Anti, Anti-suyu.

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Túpac Amaru rebellion
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Your Review: Ollantay
August 22, 2025 · Original source
El Marcado de la Independencia, by Rugendas in 1843. He did some nice paintings of Lima while on tour. Rugendas asked the monks in the convent to make a copy of Ollantay for him. This copy was rather damaged, having sat in a damp convent for eighty years, but the monks obliged and did the best they could. Rugendas brought this copy back to Germany when he returned to Europe in 1846, where it became a curiosity as an example of the Quechua language. He also brought back word that an undamaged copy existed in some priest’s rectory. An Englishman with an interest in Inca history decided that he was going to find this undamaged version and write an English translation, and so in 1853 Sir Clements Markham9 added “find and translate Ollantay” to his agenda for an upcoming expedition to the Andes. He succeeded, finding that other priest who held that other copy and meticulously copying every word of Ollantay in both Quechua and Spanish, then translating that to English. And so we can read, watch, and perform Ollantay, the play that launched a thousand ships. The Story Ollantay is a love story.10 The lovers are the titular Ollantay and Cusi Coyllur Ñusta - he the chief of the Anti people (to be clear, Anti is the Quechua name of the clan; they’re not anti-people) and she the daughter of the Inca emperor. As the play begins, they have already been clandestine lovers for quite some time and the princess is secretly pregnant by Ollantay. But Ollantay, being simply a regional warlord, is not a suitable match for a princess. The play begins with Ollantay pining to his page - who fills the only role of “comic relief”11 - that he must marry Coyllur: Have I not already said That e’en if death’s fell scythe was here, If mountains should oppose my path Like two fierce foes who block the way, Yet will I fight all these combined And risk all else to gain my end, And whether it be life or death I’ll cast myself at Coyllur’s feet. The two run into the high priest, whose introductory soliloquy is a paean to the blood of llamas: O giver of all warmth and light O Sun! I fall and worship thee. For thee the victims are prepared, A thousand llamas and their lambs Are ready for thy festal day. The sacred fire’ll lap their blood, In thy dread presence, mighty one, After long fast thy victims fall. The priest and Ollantay then discuss how Ollantay can definitely not marry the princess and it’s a really bad idea for him to try. Ollantay reiterates his desires, to which the priest can only give one final warning: Put a seed into the ground, It multiplies a hundredfold; The more thy crime shall grow and swell, The greater far thy sudden fall. Ollantay then approaches the emperor and asks for the hand of his daughter with a long soliloquy. The emperor waves him off in four lines: Ollantay, thou dost now presume. Thou art a subject, nothing more. Remember, bold one, who thou art, And learn to keep thy proper place. And so in the next scene, Ollantay swears vengeance: When flames rise to the heavens. Cuzco shall sleep on a bloody couch, The King shall perish in its fall; Then shall my insulter see How numerous are my followers. When thou, proud King, art at my feet, We then shall see if thou wilt say, ‘Thou art too base for Coyllur’s hand.’ He returns home and gathers an army. The emperor then dispatches his own army to go hunt down Ollantay, but Ollantay’s men successfully ambush them in a mountain pass and destroy the Inca army without losing a man: A rain of stones both great and small Down on the crowd of warriors crashed, On every side destruction flashed, Thy heart the slaughter did appall. Like a strong flood the blood did flow, Inundating the ravine; So sad a sight thou ne’er hast seen— No man survived to strike a blow. Ollantay doesn’t press his advantage, though, and is content instead to build up his base of power in his home province. This proves to be a mistake. General Rumi-Ñaui, the general who lost the battle in the mountain pass, comes up with a different, better plan. He begs the emperor for another chance, and the emperor grants it. Rumi-Ñaui shows up to Ollantay, beaten and bloody, and spins a tale of betrayal by the emperor. Ollantay takes the bait and invites him into his capital, then tells him that they will shut the gates and party for three days straight: It will be so. For three whole nights We drink and feast, to praise the Sun, The better to cast all care aside We shall be shut in Tampu fort. Rumi-Ñaui waits for Ollantay’s whole army to be passed-out drunk. Then he opens the gates and invites his army to come in and kill or capture the lot of them. Ollantay is brought back to Cuzco in chains. Things are looking bad for him. I’ll let the play take it from here (Túpac Yupanqui is the emperor, and tocarpus are execution stakes): TÚPAC YUPANQUI: Know that tocarpus are prepared. Remove those traitors from my sight, Let them all perish, and at once. RUMI-ÑAUI: Take these three men without delay To the dreaded execution stakes; Secure them with unyielding ropes, And hurl them from the lofty rocks. TÚPAC YUPANQUI: Stop! Cast off their bonds. (The guards unbind them. They all kneel.) (To Ollantay, kneeling). Rise from thy knees; come to my side. (Rises.) Now thou hast seen death very near, You that have shown ingratitude, Learn how mercy flows from my heart; I will raise thee higher than before. Thou wert Chief of Anti-suyu, Now see how far my love will go; I make thee Chief in permanence. Receive this plume as general, This arrow emblem of command. That’s right! Ollantay swore eternal vengeance on the emperor, seceded, set himself up as a king, destroyed an entire Inca army, and is rewarded for his betrayal by being made viceroy. Rumi-Ñaui has no problem with this, saying: Prince Ollantay! Incap Ranti! Thy promotion gives me joy. As the play concludes, Ollantay mentions that he would still very much like to marry Coyllur.12 The emperor of course thinks this is a marvelous idea, and so the two are reunited for the first time in ten years and, oddly enough, the first time in the play. Ollantay is the kind of love story where the lovers only actually speak to each other once, at the very end. And so the play concludes with these words from the emperor: Thy wife is now in thy arms; All sorrow now should disappear, Joy, new born, shall take its place. Which is the Inca version of “and they all lived happily ever after”. Ollantay is not a particularly good play. There’s a reason it has only entered the repertoire of Peruvian high school drama. The whole premise that Ollantay is trying to get back to his lover is dropped in Act II and only resurfaces at the very end of the play, almost as an afterthought. None of the characters evolve; Ollantay is the exact same person at the end of the play that he was at the start. And the resolution is comically abrupt. All the foreshadowing, and there is foreshadowing, implies that both Ollantay and Coyllur will end up dead, but instead they end up married and with a ten-year-old daughter. Turns out the priest was wrong! The seed put in the ground that multiplies a hundred fold won’t precipitate a sudden fall after all! Thematically, Ollantay is not thematic. Ollantay acts virtuously and is rewarded for it. Rumi-Ñaui acts wickedly and is rewarded for it. Coyllur acts…well she doesn’t really act, she just bemoans her fate in Act I and then spends the rest of the play literally hidden behind a stone wall. And it’s not like Ollantay tells us anything about Incan society that would make it valuable from an anthropological perspective. Valdez may have been adapting a traditional Quechua play, but his own Spanish and Catholic background definitely seeped in. As we’ll see, there’s an ongoing debate as to how much of the play is Quechua and how much is Valdez.13 The Same Story But even if Ollantay is not that valuable from an artistic perspective or an anthropological perspective, it is valuable from a historic perspective. You may have noticed some similarities between the plot of Ollantay and the story of Túpac Amaru II. By which I mean that it’s beat-for-beat the same story. A powerful local chief despairs of his inability to <marry a princess / lighten the free labor burden>. After consulting with a local priest, he launches an armed rebellion against the imperial authorities in Cuzco from his home base in the mountains, and quickly raises a large army. He easily defeats the initial army sent to capture him, but instead of marching on Cuzco he focuses on building up his own local power base. This proves to be an error, and he loses control of his own army, leading to military defeat and his own capture. He is taken to Cuzco in chains and <forgiven and made viceroy / brutally tortured and executed>. Pretty much all of the questions surrounding the Túpac Amaru rebellion vanish if you assume that Túpac was not fighting a rebellion but following a script. Why did Túpac not immediately attack Cuzco? Because Ollantay didn’t. Why was he seemingly okay with his army losing its discipline? Because Ollantay was. Why did he put his army in a position to lose? Why was he okay with being taken alive, knowing how the Spanish dealt with rebels? Because Túpac was following the path set by Ollantay: First, declare yourself in rebellion.
Inline links: 9, 10, 11, 12, 13
Because the best explanation I can offer for the Túpac Amaru rebellion is that José Gabriel Condorcanqui was taken in by something beyond his control. You and I can read or watch Ollantay and be mildly amused for an hour without wanting to go overthrow the Peruvian government. But that’s not because we’re more clever than José, or more rational than José, or more media-savvy than José. It’s because Ollantay wasn’t for us. It was for him.
Tōhoku earthquake1 mentions across 1 issues

Tōhoku earthquake is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between July 01, 2023 and July 01, 2023. The archive places it in contexts such as "This was five days after the Tōhoku earthquake, a slippage between tectonic plates"; "The Tōhoku earthquake was larger than was thought to be possible". It most often appears alongside 1960 Valdivia earthquake, AEC, Atomic Energy Commission.

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Tōhoku earthquake
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Your Book Review: Safe Enough?
July 01, 2023 · Original source
This was five days after the Tōhoku earthquake, a slippage between tectonic plates so powerful that it moved Honshu, the main island of Japan, 2.4 meters to the east. The earthquake generated a tsunami 14 meters high, rolling over the coastline and submerging the protective sea walls of the Fukushima nuclear reactor. The water cut the plant’s electrical connection to the mainland and drowned its backup generators. Pumps responsible for passing 70 tons of water an hour to cool the reactors failed. Temperatures inside began to rise.
In hindsight it is clear that TEPCO performed poorly. It is less certain that it is realistic for nuclear operators and agencies to achieve perfect performance, in all countries, at all times. The Fukushima meltdown did not start with an accumulation of minor crises that Probabilistic Risk Assessment predicted would dominate failure. The Tōhoku earthquake was larger than was thought to be possible on the Honshu fault. Vulnerability to nuclear catastrophe might have sharpened through a slow accumulation of poor decisions. But the physical process was kicked off by a single, devastating event.
Inline links: TEPCO performed poorly