Events: G

Named parties, readings, programs, and event series. This section collects the G 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.

George Floyd protests

George Floyd protests is a recurring event in the Astral Codex Ten archive, appearing 4 times across 4 issues between May 10, 2021 and May 01, 2024. The archive places it in contexts such as "until the George Floyd protests of mid-2020, when it came back with a vengeance"; "After the George Floyd protests, all Google Trends about race shot up"; "Although the George Floyd protests in May 2020 were the largest round of Black Lives Matters protests". It most often appears alongside New York Times, Trump, Black Lives Matter.

Mention count
4
Issue count
4
First seen
May 10, 2021
Last seen
May 01, 2024
May 10, 2021 · Original source
Discussion of feminism plateaued from 2014 - 2016, then declined. Discussion of racism peaked in 2016, then declined - until the George Floyd protests of mid-2020, when it came back with a vengeance. Far from these topics increasingly dominating the discourse, they seem to be in decline - or, in the case of racism, to have been in decline until events intervened. This pattern is surprising enough to deserve further analysis.
Since then it’s become less obvious. After the George Floyd protests, all Google Trends about race shot up, and haven’t fully returned back to their pre-protest trend even now, a year later. The woke stranglehold on corporations, governments, and now the CIA is stronger than ever.
June 29, 2022 · Original source
Although the George Floyd protests in May 2020 were the largest round of Black Lives Matters protests, there had been several previous rounds. Most notable were the shooting of Michael Brown in Ferguson, MO in August 2014, and the death of Freddie Gray in police custody in Baltimore in April 2015. If Black Lives Matters protests can cause homicide spikes, we would expect to see one around this time also.
I think the proposed Ferguson Effect and the proposed George Floyd effect mutually reinforce each other. The people who believed in the Ferguson Effect would have predicted that the 2020 George Floyd protests would have been followed by a homicide spike, and they would have been right. The people who attributed the 2020 homicide spike to the protests, if they hadn’t previously known about the Ferguson Effect, could have predicted that it existed, and they would have been right too. I think this is a point in favor of both theories.
November 05, 2022 · Original source
I generally really like our current mayor, Libby Schaaf. She has generally had good ideas, prevented Oakland from becoming quite as bad as San Francisco, and a bunch of BLM protesters were harassing her in really awful ways for not defunding the police during the George Floyd protests but she stood firm and won my respect / good will. I also like SF mayor London Breed for being a YIMBY and being willing to call out some of the problems with her city. Both of them have endorsed Loren Taylor. Taylor is a biomedical engineer and businessman, which makes it seem like he’s smart and has some experience with the real world that will make him less than maximally socialist. The YIMBYS also endorse him. Generally seems like the best we’re going to get.
May 01, 2024 · Original source
How did civil rights law cause the Ferguson riots? The George Floyd protests? Joe Biden’s promise to appoint a black female Supreme Court Justice (and his black female vice president)? Drag queen story hours? Gay pride parades? If it doesn’t explain any of those things, what’s left of it explaining “wokeness”?
Gulf War

Gulf War is a recurring event in the Astral Codex Ten archive, appearing 4 times across 4 issues between March 08, 2022 and July 01, 2025. The archive places it in contexts such as "he knew that eg the Gulf War could happen"; "a very real threat while Saddam was in power. But Infidel soldiers staying in the country of Mecca and Medina was considered a huge sacrilege"; "Before the Gulf War got in the way". It most often appears alongside America, Twitter, China.

Article page
Gulf War
Mention count
4
Issue count
4
First seen
March 08, 2022
Last seen
July 01, 2025
March 08, 2022 · Original source
But that’s how it’s been interpreted, so fine. Maybe nothing will ever happen. I don’t think the Ukraine War is necessarily a counterexample. Fukuyama wrote in 1992, so he knew that eg the Gulf War could happen. Is this conflict bigger than the Gulf War?
September 13, 2024 · Original source
This is a good moment to note that that jihadists in the book are all obsessed with Israel, mostly not because they are angry at the oppression of Palestinians (Muslims are oppressed in many places around the world), but because Jerusalem features in a lot of prophecies, so it’s really important for it to be under Muslim rule. They also passionately hate the USA, partly because of its support of Israel, but maybe even more importantly because the US has stationed troops in Saudi Arabia since the Gulf War. This was a reasonable thing to do against a potential Iraqi invasion that was a very real threat while Saddam was in power. But Infidel soldiers staying in the country of Mecca and Medina was considered a huge sacrilege by the jihadists and made them hate the US a lot.
November 01, 2024 · Original source
30: Did you know: if you Google “cool websites”, our subreddit (r/slatestarcodex) is the first result. 31: Moshe Koppel, who works at the intersection of computer science and Talmud, is writing a series of posts (presumably) based off of my Every Bay Area House Party, titled Jerusalem Area House Party (it’s multiple part, you have to go to the main Substack page to find the others). I won’t necessarily link everyone who riffs off one of my posts - but honestly I probably will if you also have a Wikipedia page that describes you as working on computational Talmudology. 32: David Roman says it’s a myth that Arabic scholars rescued and preserved the works of the great classical authors. 33: Medications often decrease “secondary endpoints” (eg stroke, heart attack), but the holy grail of pharma studies is proving that a certain drug decreases all-cause mortality. This is much harder (not all heart attacks kill people, and people die from lots of other things), but is the strongest possible endorsement for the drug (without it, you might worry that it only prevented non-fatal heart attacks, or that it killed as many people through side effects as it saves through heart attack prevention). Even great medications that we’re confident in can’t always clear this bar. But a new JAMA article adds another member to this select club: Adderall decreases all-cause mortality in ADHD, probably because it prevents drug addiction, car accidents, and impulsive actions. 34: Before the Gulf War got in the way, Saddam Hussein was building some crazy mosques: 35: Italy bans surrogacy - quite strictly, too, Italians aren’t even allowed to go abroad and do it. I am so sorry for all the Italians who will never get to be mothers and fathers because their government hates progress. You might hope that, whatever the other disadvantages of anti-immigrant parties, at least they’re incentivized to let natives have children, but looks like they can’t even get that one right. Starting to wonder whether the trains even run on time. 36: Elsewhere in “Italy sucks” news - did you know Italy’s tax code effectively bans startups? Companies are taxed before making any money, based on how many assets they have. If they have lots of assets but aren’t making money (eg because they’re still doing research / in stealth) then tax officials get confused and hostile and run increasingly punitive audits. Related: size of the European tech sector. It’s the red line on this chart; if you can’t see a red line at your screen resolution, then you’ve learned something important about the the EU tech sector. 37: Seen on @cremieuxrecuel’s twitter (preliminary, needs replication): Jews may have gone from 65-29 Democrat/Republican in 2020 to 58-40 this election. 38: Extelligence has a post responding to my critique of the cultural Christianity argument (among, uh, many other things), but I don’t really think it connects. I’m not telling atheists they can’t go to church/synagogue if it makes them feel happy and fulfilled - I’ve done this myself sometimes. My post was meant to argue against the claim that, for pragmatic reasons, atheists should support the Christianization of society as a defense against Islam or postmodernism or some other philosophical enemy. 39: Related: Extelligence is finally going for their Trust Assembly project/idea/startup for online consensus-based truth-seeking (I think something like a cross between Community Notes and Wikipedia, but as a browser extension, and for everything). He’s looking for potential developers/testers/users. 40: Jiankui He is the Chinese geneticist who made history with the first germline gene editing in humans (resulting in three babies supposedly immune to AIDS, although nobody has tested this). China sentenced him to three years in prison for unauthorized experimentation, but now he’s out of jail, has an English-language Twitter account, has a new lab, wants to work on Alzheimers, and seems pretty based (although not infinitely based): 41: Anthropic has a new version of their AI Claude which can use your computer. You give it permission, put it on a virtual desktop, and ask it to do things for you (eg “please find and download a picture of a cat” or “please research these ten things and put them in a text file”.) It moves your cursor, browses the Internet, and creates and saves files. People keep saying they’ll care about AI “when it operates autonomously” or “when it becomes an agent”. But this is a trivial barrier, and one which Computer Use Claude has arguably already passed. So far this feature is limited to developers (though anyone with computer knowledge can sign up for it) but I expect it to be the near future of consumer AI, to get better quickly, and to shade gradually into the “autonomous” “agentic” AI that you all think will require a paradigm shift. 42: Claim (from the IDF): Hamas faked polls showing that most Palestinians supported the October 7 attack; the real numbers are 31% in favor, 64% against. 43: Otto von Bismarck wanted to trick France into declaring war on Germany. In order to provoke the French, he sent the Ems Dispatch, a statement describing recent diplomatic events in a way that sounded maximally offensive. The French were so offended that “crowds” in Paris demanded war, and the Franco-Prussian War was declared soon afterwards. The part of this that I find most interesting is the text of the dispatch itself, which read: After the news of the renunciation of the Prince von Hohenzollern had been communicated to the Imperial French government by the Royal Spanish government, the French Ambassador in Ems made a further demand on His Majesty the King that he should authorize him to telegraph to Paris that His Majesty the King undertook for all time never again to give his assent should the Hohenzollerns once more take up their candidature. His Majesty the King thereupon refused to receive the Ambassador again and had the latter informed by the Adjutant of the day that His Majesty had no further communication to make to the Ambassador. I’m fascinated by the idea that only 150 years ago, it was obvious that if someone sent you this statement, you had to declare war or abandon all honor. If I read it carefully, I can sort of parse out that it sounds like the Prussians are unhappy, but that’s the most emotion I gather from it. Anyway, the Franco-Prussian War led to World War I which led to World War II - so if you don’t like 50 million people dying and the total devastation of Europe, blame this statement about ambassadors. 44: The first use of artificial insemination in humans: The first recorded case of artificial insemination by donor didn’t occur until 1884, when Dr. William Pancoast decided to treat a couple’s infertility by secretly inseminating the woman with sperm obtained from a medical student. The insemination happened while the patient was under anesthesia and Dr. Pancoast did not tell her what had occurred. She gave birth to a baby boy nine months later, but it was several years before the doctor finally confessed to her husband what he had done. Neither man ever informed the mother. It was 25 years later the result of this case was published. Dr. Pancoast was roundly condemned for his actions, but it did open the door for consensual sperm donor insemination. 45: ClearerThinking administers several personality tests to the same people to learn more about their comparative accuracy. I am most interested in their finding that tests with “factors” (eg the Big Five, where you rate people on a numeric scale) are inherently more accurate than those with “types” (eg Myers-Briggs, where you assign someone a specific category) and that, adjusting for this, Big Five is no more predictive than the Enneagram: 46: In 2022, I wrote Whither Tartaria, where I asked why ornate classical styles switched to more austere modernist styles around 1900 - 1950 in a variety of different arts (painting, architecture, literature, poetry, etc). I proposed seven theories, but was unsure which if any were true. Since then, Samuel Hughes of Works In Progress has been investigating. In May, he wrote a well-researched article showing that it wasn’t just increasing cost, because ornate classical architecture now costs less than ever. Now in a new article he demolishes a different theory - it’s not just decreasing cost (and subsequent lack of ability to signal wealth) - because costs didn’t decrease in several other arts, and the change was led by artists with rich people as reluctant followers. He concludes: Modernism may well be a status game of some kind; it may well signal taste more than it signals wealth; and this latter feature may be one of the things that distinguishes it from older artistic styles. But the mechanism by which this change came about must be different to the one Alexander describes. 47: Sort of kind of related - When Hamilton Lost Its Snob Appeal. The musical Hamilton was briefly an artistic/cultural phenomenon, but tastemakers eventually switched to making fun of it. Why? Rob Henderson says it happened after ticket prices came down and the common people could enjoy it. I disagree: everyone I knew who was into Hamilton got into it from the free online soundtrack long before they’d seen the show; I think this is more likely the usual fad cycle where anybody who’s too into yesterday’s fad is behind the curve and therefore uncool. 48: Related: Why are people such jerks to public intellectuals? And more. I agree this is a great mystery. 49: Some prominent Substack psychiatrists doing a video Q&A, submit your questions here. 50: Naomi Kanakia: The Literacy Delusion had a number of explanations for why reading books seemed to be so much worse for human beings (in terms of emotional wellness and productivity) than other forms of narrative entertainment, but its main theory was the integration hypothesis. That the stream of words in a book trained the human brain into a habit of self-consciousness, that reading books forced human beings to think of themselves as a stream of text, processed through time, making a coherent argument of some sort. And that this overall flattening effect forced readers to ignore aspects of their personality or their situation that were not otherwise in line with the overarching story they'd created about themselves. Basically, reading books causes repression and neurosis. The Literacy Delusion argued that, yes, human beings are storytelling machines, but that a stream of written text is a particular kind of story—a story that is particularly flat, particularly devoid of conflicting or harmonizing information—and that this flatness creates a peculiar effect on the human brain. 51: Last month, I linked Sasha Gusev’s No, Intelligence Is Not Like Height and asked people who disagreed to share their arguments; they sure did. First, several people pointed me to a new preprint, Family-GWAS Reveals Effects Of Environment And Mating On Genetic Associations, which finds that one of the main papers Gusev cited to make his case, Howe 2022, made a mistake - imputing sibling genotypes using a process designed for non-sibling genotypes - and that once that mistake is corrected, the finding disappears and intelligence and height appear similar. Second, Joseph Bronski has a more specific post where he responds to Gusev’s points one by one. He accuses Gusev of “[making] up his own chart to remove the error bars [from the originals], to obscure the fact that the study found no evidence for this in IQ”, and says that the cases where he didn’t do that are just “population stratification and range restriction”. Third, Noah Carl at Aporia, instead of writing a direct response like Bronski, argues that the usual method of attacking twin studies is obsolete; not only have the most-debated assumptions behind twin studies been thoroughly validated, but there are now other lines of evidence besides twin studies which confirm high IQ heritability. Fourth, Leonardo Parro (not framed as a response to Gusev) goes into more depth about one of those ways, a “pedigree-based analysis” demonstrating heritability of 54 - 69%, ie no “missing heritability” compared to twin studies. He summarizes this as the effect of “rare variants” compared to the usual SNPs - ie if you only look at the most common genes that are easiest to find, you get “missing heritability” compared to twin studies, but if you widen your search to rare genes that are hard to find, you don’t. 52: Extremely related: Heliospect is a startup promising polygenic selection for IQ and other traits; they were trying to stay in stealth mode but The Guardian spied on them and nonconsensually revealed their existence. The discussion on the r/ssc subreddit centered on their claim that (given enough embryos to choose from) they could increase a baby’s expected IQ by 6 points (I’ve also heard 7.5). Sasha Gusev had previously argued that current technology maxed out at 3.5 and future technology would max out at 6, so a claim of 6 - 7.5 is pretty extreme; Gwern, who wrote the pioneering analysis of this technology, was also skeptical. But Heliospect says they’ve got better predictors than academia that use the rare variants everyone else misses; after talking to the company, Gwern retracted his objections and says he finds their claim “pretty plausible”. Local ACX commenter geneticist Gene Smith also redid some calculations, changed his mind, and says “probably pretty realistic”. I find this interesting not just because of the polygenic selection angle, but because if Heliospect is right then their predictor is able to predict more genetic IQ than the “missing heritability” people believe exists, and it should be able to put this argument to bed once and for all. 53: This month in censorship: X/Twitter banned journalist Ken Klippenstein for sharing the Trump campaign’s dossier on JD Vance. Twitter’s side of the story is that the dossier was probably originally stolen by Iranian agents and they don’t want to support that kind of thing by letting people signal-boost the illicitly obtained goods; you can read Klippenstein’s side here. He appears to be unbanned now.
July 01, 2025 · Original source
48: T. Greer on China’s strategy for invading Taiwan. He argues that the Chinese hope for “something like the Gulf War, where America was able to use air superiority and precision munitions to degrade the internal coherence of the enemy force so decisively that when the actual land force showed up the Iraqis crumple” - and that means the Taiwanese should study the Houthis, who just successfully resisted such a campaign.
Great Depression

Great Depression is a recurring event in the Astral Codex Ten archive, appearing 3 times across 3 issues between April 16, 2021 and August 12, 2025. The archive places it in contexts such as "After the Great Depression in the 1930's"; "GDP per capita fell only about 25% during the Great Depression in the US"; "This increase in community and togetherness was a strong trend through the Great Depression". It most often appears alongside Great Depression, India, New York.

Article page
Great Depression
Mention count
3
Issue count
3
First seen
April 16, 2021
Last seen
August 12, 2025
April 16, 2021 · Original source
After the Great Depression in the 1930's, we see a sharp decrease in the duration and frequency of recessions. They're still with us now (and the one we're currently in is the worst since the Great Depression), but you'd still rather be living in 2021 than 1879. So, have we solved the problem? Is George's complaint obsolete? I mean, this graph of GDP per capita from Stephen Pinker's Enlightenment Now makes it look like in many ways things are getting better: And heck, extreme poverty has been going down everywhere: But this can't be the entire picture, or nobody would be complaining about poverty and inequality. Here - this graph (source), shows that as consumer goods have gotten cheaper in the United States, health care, higher education, child care, etc., have skyrocketed in price, which Scott examined in great detail in Considerations on Cost Disease. And what about Inequality? In the USA it seems to have reverted to levels not seen since the Great Depression, and even when it was at its lowest in 1978, the top 0.1% (not even the top 1%!) still enjoyed a massively disproportionate share of Wealth (source): And of course, The Rent Is Too Damn High: (source): (source): Although 2021 seems better than 1879 in absolute material terms, George's complaint still rings true: healthcare and higher education are increasingly unaffordable, inequality is as bad as it ever was, and The Rent Is Too Damn High. And even if all of these measures had improved as well, we still have to contend with a fundamental complaint: how can human civilization have piled up an amount of wealth best described as absolutely banana pants insane, and yetstill have poverty, oppression and cyclical recessions? Yes, greed, evil, and human nature will always be with us, but isn't it weird that we haven't eliminated these economic problems the same way we've eliminated Smallpox, Scurvy, and having to write your scathing polemics about Thomas Jefferson by candlelight with a goose feather? Giving the mic back to George, he closes the chapter with this haunting quote, first written 142 years ago: If there is less deep poverty in San Fran Francisco than in New York, is it not because San Francisco is yet behind new York in all that both cities are striving for? When San Francisco reaches the point where New York now is, who can doubt that there will also be ragged and barefooted children on her streets? I'll just leave this here: Number of Homeless Children in U.S. At All-Time High; California Among Worst States. I. Wages and Capital George insists sloppy terminology leads to sloppy thinking. Naturally, he spends an entire chapter beating words to death to correct this. The Meaning of the Terms Let's start with Wealth. The common usage, both then and now, is "anything with an exchange value." George doesn't like how this mixes dissimilar things. By George, what is wealth? Wealth is produced when Nature's bounty is touched by human labor resulting in a tangible product that is the object of human desire. Labor is required, but the amount and type doesn't matter - George offers the example of simply picking a berry off a bush as an act that transforms nature's gifts into human wealth. Note particularly that human desire is an important requirement of wealth; it doesn't matter how much work someone put into something, if it doesn't gratify human needs or desires in some way, it's not wealth. Speaking of human desire, let's talk about Value. Where does a thing's value come from? The prevailing theory of the day was the Labor Theory of Value which originated with Adam Smith and David Ricardo, which says that Labor is the source of value. The early formulations were a bit ambiguous, here's Smith in Wealth of Nations for instance: The value of any commodity ... is equal to the quantity of labor which it enables him to purchase or command. Labor, therefore, is the real measure of the exchangeable value of all commodities. So... is a thing's value how much labor it takes to make the thing, or how much labor someone's willing to exchange for the thing? Nowadays Labor Theory of Value is most commonly associated with Marx. Marx picks a lane and says the value of something is tied to the amount of "socially necessary labor" required to produce it. George goes the other way: It is never the amount of labor that has been exerted in bringing a thing into being that determines its value, but always the amount of labor that will be rendered in exchange for it. - Henry George, The Science of Political Economy, p. 253 In other words, "a thing's value is whatever someone is willing to pay for it." This is in line with the so-called marginal revolution (the movement, not the blog) and modern theories of value. Labor Labor is the exertion of human beings. It's possible to labor to no avail (try punching a concrete wall), but typically humans labor towards an end, such as gaining wealth. But whether or not we accomplish anything with our efforts, George calls them labor. Labor isn't just making things, by the way – it's also moving or exchanging them. Production Production is labor applied "to the production of wealth." You know, productively. This is all human exertion that isn't punching a concrete wall and rewards you for your efforts with something that fits the definition of wealth. Said wealth is the "product of labor." Wages whatever is received as the result or reward of exertion is "wages." No distinction here is made between blue-collar work and white-collar work – whether one is called "hourly pay" and the other is called "annual salary," George calls them both "wages." It doesn't matter whether you receive them from your boss, from customers, or from nature. If you do work and get something from it, you have received "wages." With those basics under our belt, let's circle back to Wealth: What are some examples of wealth? By George, Gold is wealth. Teddy bears are wealth. Tesla roadsters and candy canes and young adult vampire romance novels are wealth. The same goes for fish you've caught, deer you've hunted, and cool looking rocks you've picked up on your morning walk. The value of these things may differ, but as long as they're tangible, originate in nature, someone ever did a lick of work to make or acquire them, and a human being somewhere desires them for any reason, they're wealth. It gets a little clearer when we ask what isn't wealth. And by George, Money isn't wealth. Articles of gold are wealth because they're tangible things that have been dug up, crafted, and fulfill certain human desires. But paper currency, digital currencies, and other things that aren't inherently valuable but merely represent value are not wealth (outside of putting their physical articles in coin collections or making paper airplanes, and so forth). Now don't get the man wrong, these things are certainly valuable. They're just not wealth. They are certificates that represent claims on wealth. For any computer programmers in the audience, money is a pointer to wealth. Likewise Stocks and Bonds and other financial instruments are not wealth. These are also just claims on wealth. A creditor's title to Debt isn't wealth, either, it's just a claim on the debtor's (typically future) wealth. And, writing as he was not long after the Civil War, George points out that Slaves are not wealth either but, represent "merely the power of one class to appropriate the earnings of another class." Wealth, thus defined, is the terminal "ground truth" bits of the economy, and all the financial layers on top are fancy IOUs that just encode various claims on it. George offers a thought experiment to test if something is wealth: if you produce a pile of gold, fish, or Lego bricks, you've clearly increased the amount of wealth in the world. But if you produce a giant pile of IOUs that just records who owns what and who owes what to whom, it doesn't matter how many of them you pile up or how long the chains of ownership get, you still haven't increased the amount of real wealth in the world. Again, this isn't saying the IOUs aren't valuable, they are. But they're only valuable because they ultimately point to real wealth. If you magically transported everyone over to a hypothetical Earth 2, carrying over all of Earth 1's money and financial instruments but none of Earth 1's tangible wealth, the value of all those IOUs would instantly evaporate. Now what about digital goods? Leaving things like Bitcoin aside for the moment, let's consider the case of a digital image file: By George, this is wealth. Digital though it may be, it's physically encoded on a storage device somewhere, and is thus tangible (it's not a pure abstract concept flitting about in Platonic heaven) and has its origins in nature. Human exertion built the computer that encodes it, and clicking the button that saves it to disk or displays it on your screen is labor. Finally, it directly satisfies human desires (mine, at the very least). It's value may be negligible, but it's wealth. By contrast, the digital bit sitting in some database that says I own a particular eBook or mp3 is just a digital IOU – a claim on the wealth that are the physical bits on my local storage device or remote server that digitally encodes the files. The fact that digital files don't seem particularly physical, and that they can be trivially and endlessly copied, doesn't mean that Henry George, magically transported to today, wouldn't regard them as wealth. Okay, so is there anything else that's not wealth? By George, Bitcoin isn't wealth, in case you were wondering. It's just a (very fancy) financial instrument, a digital claim on wealth. And that goes for most crypto assets – a token on some blockchain that says I own a painting by Banksy is just another IOU, regardless of the technical sophistication of its distributed trustless ledger. What about intellectual property? Copyrights, patents, and trademarks are all different forms of Monopoly – the exclusive, government-granted legal right to do a particular thing (publish a certain book, manufacture a certain product, use a certain name in business, etc). The exclusive right to do or produce a thing, valuable as it may be, is not the thing itself. By George, Monopoly is not wealth. But there is something big that is wealth – the C-word. Capital. By George, Capital is "wealth devoted to procuring more wealth", and it's the next thing he insists everyone is hopelessly confused about. He quotes Adam Smith, agreeing with him thus far: That part of a man's stock which he expects to afford him revenue is called his capital. ...and also gives us a short etymology lesson on the origin of the term: The word capital, as philologists trace it, comes down to us from a time when wealth was estimated in cattle, and a man's income depended upon the number of head he could keep for their increase. ("Per capita" being the Latin for "by head") By George, all capital is wealth, but not all wealth is capital. George notes capital is often described as being "stored up labor", and endorses this view – but what it really means, is capital is stored up production. It's not literally the labor that's stored up but the wealth generated by it, set aside and then dedicated to the purpose of getting more wealth. George insists that it is the owner's intention that transforms wealth into capital. If you buy an old factory to throw parties in for your hipster friends, it's just wealth. But the minute you decide to put it to work to make something useful (or start charging your hipster friends a cover charge at the door), it becomes capital. George therefore further insists that a laborer's daily bread and the clothes on their back do not count as capital, because a person has to eat and wear clothes whether they work or not. The laborer's tools (and arguably their steel-toed work boots) can however be counted as capital, because their purpose is to assist the laborer in getting more wealth by working for wages, and the laborer wouldn't acquire, use, and maintain those things otherwise. George has more exclusions: We must exclude from the category of capital everything that may be included either as land or labor. Human exertion (labor) by itself can never be capital. The products of human labor become capital when they are stored up and set to the purpose of getting more wealth. To muddle this distinction defeats the point of having separate terms for those things at all, and prevents us from reasoning meaningfully about how they relate to one another. Labor is not capital, and neither is labor by itself wealth, it produces wealth – and if it ain't wealth, it ain't capital. And that brings us to land. Land, land, land. By George, land is not wealth. And it's definitely not capital. The unique specialness of land is George's entire schtick and the very core of his philosophy. The term land embraces, in short, all natural materials, forces, and opportunities That means that a field or a meadow is "land", as is a mountain. But so are the fish in the sea, the clouds in the sky, veins of gold in the earth's crust, and the oil deep under ground. These things aren't yet wealth – not until human beings both a) desire them and b) touch them with labor. So... land is not wealth. But... how come? I mean, look: land is tangible, it "comes from nature", humans are always productively applying their labor to it, and it certainly seems capable of gratifying human desires. George sees this reasoning as understandable, but insists it's the root mistake that leads other political economists astray – because for George, land just is nature itself. Come again? Land is the ultimate source of all wealth, but it's most useful to think of it as a generator, acompletely separate entity from the wealth that human labor and desire draws from it. Players of Magic: the Gathering and Settlers of Catan should already have a solid grasp of this distinction: In modern times, George would grant electromagnetic spectrum and orbital real estate for satellites the same status of "land" that already applies to farmland and terrestrial real estate. We don't even need to speculate about whether he'd attach this status to sunlight because he straight-up predicted solar power: Even the lack of rain which makes some parts of the globe useless to man, may, if invention ever succeeds in directly utilizing the power of the sun's rays, be found to be especially advantageous for certain parts of production. (That's from Protection or Free Trade, footnote 19) The important thing to grasp about land is that it comes before everything humans do or make, and is itself a thing no human can make. Okay, smarty-pants, what about the Netherlands? They've been making land for centuries! Well, land in the Georgist sense doesn't refer simply to "dry land", but also the sea bed, the oceans, and the skies above. The "new land" in the Netherlands counts as an improvement to land that already existed. The seabed was always there, but by filling it in so you can walk around on it, now it's more useful to us (George has a lot to say about improvements to land, which we'll get to later). Okay, what is land not? nothing that is freely supplied by nature can be properly classed as capital By George, land is not wealth. And since it's not wealth, it's not capital. Okay, we get it. Land is very special to Mr. George and we must never put it in the same category as wealth, labor, capital, wages, production, money, or anything else. Why exactly is this so damn important? Well, by George, if you treat land the same way you would a bar of pig iron, an hour of work, or a dollar bill, before you know it you'll get poverty paradoxically advancing alongside progress, inexplicable bouts of industrial depression, literal genocides and holocausts (he's dead serious about this), and The Rent Being Too Damn High. With terminology now firmly established, George moves on to the relationship between wages and capital. 3-for-1 special on Wages, Capital, and Labor I'm condensing three chapters here because they all deal with the same basic thing. The question George wants to answer is: Why, in spite of increase in productive power, do wages tend to a minimum which will give but a bare living? The conventional wisdom of George's time is that wages are governed by a fixed ratio between the number of laborers and the amount of capital devoted to their employment, because "the increase in the number of laborers tends naturally to follow and overtake any increase in capital." So it doesn't matter how much capital you throw at employing workers, it'll just attract even more workers splitting it up, so although wages might temporarily wiggle a bit in the long term they'll always settle back to a "natural" minimum. (As we'll see in the next section, this argument stems from Malthusianism). George spends some time methodically poking holes in the theory (it's predictions don't line up with the facts he observes), and then sets out to prove his replacement theory (emphases mine): wages, instead of being drawn from capital, are in reality drawn from the product of the labor for which they are paid. He pulls a G.K. Chesterton to make his point: During the time [the laborer] is earning the wages he is advancing capital to his employer, but at no time, unless wages are paid before work is done, is the employer advancing capital to him. He starts by identifying the source of confusion: Because wages are generally paid in money, and in many of the operations of production are paid before the product is fully completed, or can be utilized, it is inferred that wages are drawn from pre-existing capital I mean, the old theory seems sensible: the employer has capital and uses it to pay wages. But however you slice it, capital's investment gets paid back by production when it takes its cut, so does it even make a difference to talk about where wages are "drawn" from? Value goes out, value comes in, isn't it all a wash? By George, it isn't: in the old theory, because capital "must come first", it follows that "industry is limited by capital - that capital must be accumulated before labor is employed", which leads to a reductio ad absurdum – We are told that capital is stored-up or accumulated labor – "that part of wealth which is saved to assist future production." If we substitute for the word "capital" this definition of the word, the proposition carries its own refutation, for that labor cannot be employed until the results of labor are saved becomes too absurd for discussion. George anticipates the following rejoinder – Well, when we say 'labor is paid out of capital' we don't mean it as an absolute statement for all stages of human development (or else we have a chicken-and-the-egg problem and civilization could never have begun), we just mean it applies to, say, every civilization that's left the stone age. George will have none of it and spends three entire chapters relentlessly beating to death the idea that wages are drawn from capital instead of from production. He starts with the simple case where wages are paid in the form of direct, concrete wealth, then moves on to the more complex case where people are paid in money and other instruments. Laboring for wages: Imagine a fishing village where nobody cooperates – each person digs their own bait and catches their own fish. Then they discover labor specialization and realize they can catch more fish together if one specializes in digging and the other in catching. So the digger digs, the catcher catches, and they share the fish. The digger really contributes as much to the catch as the one who physically pulls the fish off the hook even though the digger never directly "caught" a fish, and the fish he gets for his work is directly paid out of his contribution to the total production. Later, our fisherfolk invent canoes, and one stays home making and repairing canoes. This increases the haul of the digger and catcher, and the canoe-er gets paid out of her contribution to the increased production. And so it goes as society continues to advance. The work the specialist puts in causes more fish to be caught, and that person's wages is drawn from the growing pile of fish. As George puts it: "Earning is making." George gives another example: If I take a piece of leather and work it up into a pair of shoes, the shoes are my wages – the reward of my exertion. Surely they are not drawn from capital – either my capital or any one else's capital – but are brought into existence by the labor of which they become the wages; and in obtaining this pair of shoes as the wages of my labor, capital is not even momentarily lessened one iota... As my labor goes on, value is steadily added, until, when my labor results in the finished shoes, I have my capital plus the difference in value between the material and the shoes. And another: If I hire a man to gather eggs, to pick berries, or to make shoes, paying him from the eggs, the berries, or the shoes that his labor secures, there can be no question that the source of the wages is the labor for which they are paid. George goes on to say it doesn't matter if you're paid in money or directly in wealth, because the money is a direct claim on the underlying wealth. It also doesn't matter if you get paid on commission. Imagine a whaling ship where each crewman gets paid a share out of whatever the ship catches. When the ship sails back into port with a hold full of whale oil and bone, the crew gets paid in money, the owner simultaneously adds to his capital oil and bone. The crew's money directly represents their share of the concrete wealth that is the oil and bone. The owner's capital hasn't decreased, and the workers drew their wages directly from the production. So let's get to the point, Mr. George – wages aren't drawn from capital but instead from production. Great, let's grant that – so what? George hammers away at this because thinking wages are drawn from capital leads to a false conclusion, namely that "labor cannot exert its productive power unless supplied by capital with maintenance." "Maintenance?" Well, workers need food and clothing and they get paid by their employers, so you could imagine capital as a limiting factor on labor. But by George, food and clothing isn't capital, it's just wealth, as we said before. And with regard to wages, the point is that the employer always gets "paid" first, because the second the laborer produces value, the employer's capital increases: As in the exchange of labor for wages the employer always gets the capital created by the labor before he pays out capital in the wages, at what point is his capital lessened even temporarily? Okay, but what if I'm just a terrible businessman and I pay somebody $500 an hour to smash Ming vases, then sell the fragments as aggregate to a construction crew for a few pennies a pound, all at a tremendous loss? Surely then the laborer's wages must be drawn from my capital, because there's not enough productive value generated by the labor to draw them from! George says okay, sure, but only because I'm an idiot and will soon be out of business: Yet, unless the new value created by the labor is less than the wages paid, which can be only an exceptional case, the capital which he had before in money he now has in goods – it has been changed in form, but not lessened. Fair enough, Mr. George, but what if I'm building some enormously expensive multi-decade project, like a dam or a nuclear power plant or a cathedral? The kind of thing we call a "capital-intensive" project? What do you have to say to that? George points out that as laborers labor, they progressively add value to whatever they're producing. Take the case of a shipwright building ships for an employer – even if the boss can't sell a half-finished ship, it still holds value (for one, it costs less to finish a half-finished ship then no ship at all). And with every stroke of the laborer's work, the employer who owns the shipyard gets an incremental increase in his stock of capital. It is not the last blow, any more than the first blow, that creates the value of the finished product – the creation of value is continuous, it immediately results from the exertion of labor. A pedant would point out that the "last hit" that finishes the product which makes it ready for market adds disproportionate value, but George's point is just to establish that value is continuously created, and doesn't magically come into being allat once right at the end. George further points out that if you look at things like agriculture you'll see the market directly acknowledging his theory: As a plowed field will bring more than an unplowed field, or a field that has been sown more than one merely plowed... It is tangible in the case of orchards and vineyards which, though not yet in bearing, bring prices proportionate to their age. George freely admits that capital can be required for certain kinds of work, but he disagrees with what its purpose is. It's not a pool that wages get paid out of. He goes on for another chapter on "The Maintenance of Laborers Not Drawn From Capital" but I think we can safely skip it and move on. TL:DR – George hammers to absolute death the idea that Laborers derive their own maintenance (food/shelter/clothing/etc) from their wages, with George insisting it is drawn from production and... you guessed it, not from capital. At least some of George's ideas will not seem so radical to modern readers (especially those already critical of capitalism or neoclassical economics), but it's important to understand that at the time almost everything he was saying was considered deeply radical and shocking. Capital was the fundamental driving force of the economy and labor was utterly dependent on it, and the Malthusian theory of overpopulation was the accepted explanation for why wages were low and workers were starving. Political Cartoon literally demonizing Henry George – Puck magazine Oct. 20, 1886 The Real Functions of Capital Okay, Mr. George. You've spent three whole chapters beating me over the head with what the functions of capital aren't. So what are the functions of capital? Capital "increases the power of labor to produce wealth." How? By enabling labor to apply itself more effectively (power tools go brrrr)
And what about Inequality? In the USA it seems to have reverted to levels not seen since the Great Depression, and even when it was at its lowest in 1978, the top 0.1% (not even the top 1%!) still enjoyed a massively disproportionate share of Wealth (source): And of course, The Rent Is Too Damn High: (source): (source): Although 2021 seems better than 1879 in absolute material terms, George's complaint still rings true: healthcare and higher education are increasingly unaffordable, inequality is as bad as it ever was, and The Rent Is Too Damn High. And even if all of these measures had improved as well, we still have to contend with a fundamental complaint: how can human civilization have piled up an amount of wealth best described as absolutely banana pants insane, and yetstill have poverty, oppression and cyclical recessions? Yes, greed, evil, and human nature will always be with us, but isn't it weird that we haven't eliminated these economic problems the same way we've eliminated Smallpox, Scurvy, and having to write your scathing polemics about Thomas Jefferson by candlelight with a goose feather? Giving the mic back to George, he closes the chapter with this haunting quote, first written 142 years ago: If there is less deep poverty in San Fran Francisco than in New York, is it not because San Francisco is yet behind new York in all that both cities are striving for? When San Francisco reaches the point where New York now is, who can doubt that there will also be ragged and barefooted children on her streets? I'll just leave this here: Number of Homeless Children in U.S. At All-Time High; California Among Worst States. I. Wages and Capital George insists sloppy terminology leads to sloppy thinking. Naturally, he spends an entire chapter beating words to death to correct this. The Meaning of the Terms Let's start with Wealth. The common usage, both then and now, is "anything with an exchange value." George doesn't like how this mixes dissimilar things. By George, what is wealth? Wealth is produced when Nature's bounty is touched by human labor resulting in a tangible product that is the object of human desire. Labor is required, but the amount and type doesn't matter - George offers the example of simply picking a berry off a bush as an act that transforms nature's gifts into human wealth. Note particularly that human desire is an important requirement of wealth; it doesn't matter how much work someone put into something, if it doesn't gratify human needs or desires in some way, it's not wealth. Speaking of human desire, let's talk about Value. Where does a thing's value come from? The prevailing theory of the day was the Labor Theory of Value which originated with Adam Smith and David Ricardo, which says that Labor is the source of value. The early formulations were a bit ambiguous, here's Smith in Wealth of Nations for instance: The value of any commodity ... is equal to the quantity of labor which it enables him to purchase or command. Labor, therefore, is the real measure of the exchangeable value of all commodities. So... is a thing's value how much labor it takes to make the thing, or how much labor someone's willing to exchange for the thing? Nowadays Labor Theory of Value is most commonly associated with Marx. Marx picks a lane and says the value of something is tied to the amount of "socially necessary labor" required to produce it. George goes the other way: It is never the amount of labor that has been exerted in bringing a thing into being that determines its value, but always the amount of labor that will be rendered in exchange for it. - Henry George, The Science of Political Economy, p. 253 In other words, "a thing's value is whatever someone is willing to pay for it." This is in line with the so-called marginal revolution (the movement, not the blog) and modern theories of value. Labor Labor is the exertion of human beings. It's possible to labor to no avail (try punching a concrete wall), but typically humans labor towards an end, such as gaining wealth. But whether or not we accomplish anything with our efforts, George calls them labor. Labor isn't just making things, by the way – it's also moving or exchanging them. Production Production is labor applied "to the production of wealth." You know, productively. This is all human exertion that isn't punching a concrete wall and rewards you for your efforts with something that fits the definition of wealth. Said wealth is the "product of labor." Wages whatever is received as the result or reward of exertion is "wages." No distinction here is made between blue-collar work and white-collar work – whether one is called "hourly pay" and the other is called "annual salary," George calls them both "wages." It doesn't matter whether you receive them from your boss, from customers, or from nature. If you do work and get something from it, you have received "wages." With those basics under our belt, let's circle back to Wealth: What are some examples of wealth? By George, Gold is wealth. Teddy bears are wealth. Tesla roadsters and candy canes and young adult vampire romance novels are wealth. The same goes for fish you've caught, deer you've hunted, and cool looking rocks you've picked up on your morning walk. The value of these things may differ, but as long as they're tangible, originate in nature, someone ever did a lick of work to make or acquire them, and a human being somewhere desires them for any reason, they're wealth. It gets a little clearer when we ask what isn't wealth. And by George, Money isn't wealth. Articles of gold are wealth because they're tangible things that have been dug up, crafted, and fulfill certain human desires. But paper currency, digital currencies, and other things that aren't inherently valuable but merely represent value are not wealth (outside of putting their physical articles in coin collections or making paper airplanes, and so forth). Now don't get the man wrong, these things are certainly valuable. They're just not wealth. They are certificates that represent claims on wealth. For any computer programmers in the audience, money is a pointer to wealth. Likewise Stocks and Bonds and other financial instruments are not wealth. These are also just claims on wealth. A creditor's title to Debt isn't wealth, either, it's just a claim on the debtor's (typically future) wealth. And, writing as he was not long after the Civil War, George points out that Slaves are not wealth either but, represent "merely the power of one class to appropriate the earnings of another class." Wealth, thus defined, is the terminal "ground truth" bits of the economy, and all the financial layers on top are fancy IOUs that just encode various claims on it. George offers a thought experiment to test if something is wealth: if you produce a pile of gold, fish, or Lego bricks, you've clearly increased the amount of wealth in the world. But if you produce a giant pile of IOUs that just records who owns what and who owes what to whom, it doesn't matter how many of them you pile up or how long the chains of ownership get, you still haven't increased the amount of real wealth in the world. Again, this isn't saying the IOUs aren't valuable, they are. But they're only valuable because they ultimately point to real wealth. If you magically transported everyone over to a hypothetical Earth 2, carrying over all of Earth 1's money and financial instruments but none of Earth 1's tangible wealth, the value of all those IOUs would instantly evaporate. Now what about digital goods? Leaving things like Bitcoin aside for the moment, let's consider the case of a digital image file: By George, this is wealth. Digital though it may be, it's physically encoded on a storage device somewhere, and is thus tangible (it's not a pure abstract concept flitting about in Platonic heaven) and has its origins in nature. Human exertion built the computer that encodes it, and clicking the button that saves it to disk or displays it on your screen is labor. Finally, it directly satisfies human desires (mine, at the very least). It's value may be negligible, but it's wealth. By contrast, the digital bit sitting in some database that says I own a particular eBook or mp3 is just a digital IOU – a claim on the wealth that are the physical bits on my local storage device or remote server that digitally encodes the files. The fact that digital files don't seem particularly physical, and that they can be trivially and endlessly copied, doesn't mean that Henry George, magically transported to today, wouldn't regard them as wealth. Okay, so is there anything else that's not wealth? By George, Bitcoin isn't wealth, in case you were wondering. It's just a (very fancy) financial instrument, a digital claim on wealth. And that goes for most crypto assets – a token on some blockchain that says I own a painting by Banksy is just another IOU, regardless of the technical sophistication of its distributed trustless ledger. What about intellectual property? Copyrights, patents, and trademarks are all different forms of Monopoly – the exclusive, government-granted legal right to do a particular thing (publish a certain book, manufacture a certain product, use a certain name in business, etc). The exclusive right to do or produce a thing, valuable as it may be, is not the thing itself. By George, Monopoly is not wealth. But there is something big that is wealth – the C-word. Capital. By George, Capital is "wealth devoted to procuring more wealth", and it's the next thing he insists everyone is hopelessly confused about. He quotes Adam Smith, agreeing with him thus far: That part of a man's stock which he expects to afford him revenue is called his capital. ...and also gives us a short etymology lesson on the origin of the term: The word capital, as philologists trace it, comes down to us from a time when wealth was estimated in cattle, and a man's income depended upon the number of head he could keep for their increase. ("Per capita" being the Latin for "by head") By George, all capital is wealth, but not all wealth is capital. George notes capital is often described as being "stored up labor", and endorses this view – but what it really means, is capital is stored up production. It's not literally the labor that's stored up but the wealth generated by it, set aside and then dedicated to the purpose of getting more wealth. George insists that it is the owner's intention that transforms wealth into capital. If you buy an old factory to throw parties in for your hipster friends, it's just wealth. But the minute you decide to put it to work to make something useful (or start charging your hipster friends a cover charge at the door), it becomes capital. George therefore further insists that a laborer's daily bread and the clothes on their back do not count as capital, because a person has to eat and wear clothes whether they work or not. The laborer's tools (and arguably their steel-toed work boots) can however be counted as capital, because their purpose is to assist the laborer in getting more wealth by working for wages, and the laborer wouldn't acquire, use, and maintain those things otherwise. George has more exclusions: We must exclude from the category of capital everything that may be included either as land or labor. Human exertion (labor) by itself can never be capital. The products of human labor become capital when they are stored up and set to the purpose of getting more wealth. To muddle this distinction defeats the point of having separate terms for those things at all, and prevents us from reasoning meaningfully about how they relate to one another. Labor is not capital, and neither is labor by itself wealth, it produces wealth – and if it ain't wealth, it ain't capital. And that brings us to land. Land, land, land. By George, land is not wealth. And it's definitely not capital. The unique specialness of land is George's entire schtick and the very core of his philosophy. The term land embraces, in short, all natural materials, forces, and opportunities That means that a field or a meadow is "land", as is a mountain. But so are the fish in the sea, the clouds in the sky, veins of gold in the earth's crust, and the oil deep under ground. These things aren't yet wealth – not until human beings both a) desire them and b) touch them with labor. So... land is not wealth. But... how come? I mean, look: land is tangible, it "comes from nature", humans are always productively applying their labor to it, and it certainly seems capable of gratifying human desires. George sees this reasoning as understandable, but insists it's the root mistake that leads other political economists astray – because for George, land just is nature itself. Come again? Land is the ultimate source of all wealth, but it's most useful to think of it as a generator, acompletely separate entity from the wealth that human labor and desire draws from it. Players of Magic: the Gathering and Settlers of Catan should already have a solid grasp of this distinction: In modern times, George would grant electromagnetic spectrum and orbital real estate for satellites the same status of "land" that already applies to farmland and terrestrial real estate. We don't even need to speculate about whether he'd attach this status to sunlight because he straight-up predicted solar power: Even the lack of rain which makes some parts of the globe useless to man, may, if invention ever succeeds in directly utilizing the power of the sun's rays, be found to be especially advantageous for certain parts of production. (That's from Protection or Free Trade, footnote 19) The important thing to grasp about land is that it comes before everything humans do or make, and is itself a thing no human can make. Okay, smarty-pants, what about the Netherlands? They've been making land for centuries! Well, land in the Georgist sense doesn't refer simply to "dry land", but also the sea bed, the oceans, and the skies above. The "new land" in the Netherlands counts as an improvement to land that already existed. The seabed was always there, but by filling it in so you can walk around on it, now it's more useful to us (George has a lot to say about improvements to land, which we'll get to later). Okay, what is land not? nothing that is freely supplied by nature can be properly classed as capital By George, land is not wealth. And since it's not wealth, it's not capital. Okay, we get it. Land is very special to Mr. George and we must never put it in the same category as wealth, labor, capital, wages, production, money, or anything else. Why exactly is this so damn important? Well, by George, if you treat land the same way you would a bar of pig iron, an hour of work, or a dollar bill, before you know it you'll get poverty paradoxically advancing alongside progress, inexplicable bouts of industrial depression, literal genocides and holocausts (he's dead serious about this), and The Rent Being Too Damn High. With terminology now firmly established, George moves on to the relationship between wages and capital. 3-for-1 special on Wages, Capital, and Labor I'm condensing three chapters here because they all deal with the same basic thing. The question George wants to answer is: Why, in spite of increase in productive power, do wages tend to a minimum which will give but a bare living? The conventional wisdom of George's time is that wages are governed by a fixed ratio between the number of laborers and the amount of capital devoted to their employment, because "the increase in the number of laborers tends naturally to follow and overtake any increase in capital." So it doesn't matter how much capital you throw at employing workers, it'll just attract even more workers splitting it up, so although wages might temporarily wiggle a bit in the long term they'll always settle back to a "natural" minimum. (As we'll see in the next section, this argument stems from Malthusianism). George spends some time methodically poking holes in the theory (it's predictions don't line up with the facts he observes), and then sets out to prove his replacement theory (emphases mine): wages, instead of being drawn from capital, are in reality drawn from the product of the labor for which they are paid. He pulls a G.K. Chesterton to make his point: During the time [the laborer] is earning the wages he is advancing capital to his employer, but at no time, unless wages are paid before work is done, is the employer advancing capital to him. He starts by identifying the source of confusion: Because wages are generally paid in money, and in many of the operations of production are paid before the product is fully completed, or can be utilized, it is inferred that wages are drawn from pre-existing capital I mean, the old theory seems sensible: the employer has capital and uses it to pay wages. But however you slice it, capital's investment gets paid back by production when it takes its cut, so does it even make a difference to talk about where wages are "drawn" from? Value goes out, value comes in, isn't it all a wash? By George, it isn't: in the old theory, because capital "must come first", it follows that "industry is limited by capital - that capital must be accumulated before labor is employed", which leads to a reductio ad absurdum – We are told that capital is stored-up or accumulated labor – "that part of wealth which is saved to assist future production." If we substitute for the word "capital" this definition of the word, the proposition carries its own refutation, for that labor cannot be employed until the results of labor are saved becomes too absurd for discussion. George anticipates the following rejoinder – Well, when we say 'labor is paid out of capital' we don't mean it as an absolute statement for all stages of human development (or else we have a chicken-and-the-egg problem and civilization could never have begun), we just mean it applies to, say, every civilization that's left the stone age. George will have none of it and spends three entire chapters relentlessly beating to death the idea that wages are drawn from capital instead of from production. He starts with the simple case where wages are paid in the form of direct, concrete wealth, then moves on to the more complex case where people are paid in money and other instruments. Laboring for wages: Imagine a fishing village where nobody cooperates – each person digs their own bait and catches their own fish. Then they discover labor specialization and realize they can catch more fish together if one specializes in digging and the other in catching. So the digger digs, the catcher catches, and they share the fish. The digger really contributes as much to the catch as the one who physically pulls the fish off the hook even though the digger never directly "caught" a fish, and the fish he gets for his work is directly paid out of his contribution to the total production. Later, our fisherfolk invent canoes, and one stays home making and repairing canoes. This increases the haul of the digger and catcher, and the canoe-er gets paid out of her contribution to the increased production. And so it goes as society continues to advance. The work the specialist puts in causes more fish to be caught, and that person's wages is drawn from the growing pile of fish. As George puts it: "Earning is making." George gives another example: If I take a piece of leather and work it up into a pair of shoes, the shoes are my wages – the reward of my exertion. Surely they are not drawn from capital – either my capital or any one else's capital – but are brought into existence by the labor of which they become the wages; and in obtaining this pair of shoes as the wages of my labor, capital is not even momentarily lessened one iota... As my labor goes on, value is steadily added, until, when my labor results in the finished shoes, I have my capital plus the difference in value between the material and the shoes. And another: If I hire a man to gather eggs, to pick berries, or to make shoes, paying him from the eggs, the berries, or the shoes that his labor secures, there can be no question that the source of the wages is the labor for which they are paid. George goes on to say it doesn't matter if you're paid in money or directly in wealth, because the money is a direct claim on the underlying wealth. It also doesn't matter if you get paid on commission. Imagine a whaling ship where each crewman gets paid a share out of whatever the ship catches. When the ship sails back into port with a hold full of whale oil and bone, the crew gets paid in money, the owner simultaneously adds to his capital oil and bone. The crew's money directly represents their share of the concrete wealth that is the oil and bone. The owner's capital hasn't decreased, and the workers drew their wages directly from the production. So let's get to the point, Mr. George – wages aren't drawn from capital but instead from production. Great, let's grant that – so what? George hammers away at this because thinking wages are drawn from capital leads to a false conclusion, namely that "labor cannot exert its productive power unless supplied by capital with maintenance." "Maintenance?" Well, workers need food and clothing and they get paid by their employers, so you could imagine capital as a limiting factor on labor. But by George, food and clothing isn't capital, it's just wealth, as we said before. And with regard to wages, the point is that the employer always gets "paid" first, because the second the laborer produces value, the employer's capital increases: As in the exchange of labor for wages the employer always gets the capital created by the labor before he pays out capital in the wages, at what point is his capital lessened even temporarily? Okay, but what if I'm just a terrible businessman and I pay somebody $500 an hour to smash Ming vases, then sell the fragments as aggregate to a construction crew for a few pennies a pound, all at a tremendous loss? Surely then the laborer's wages must be drawn from my capital, because there's not enough productive value generated by the labor to draw them from! George says okay, sure, but only because I'm an idiot and will soon be out of business: Yet, unless the new value created by the labor is less than the wages paid, which can be only an exceptional case, the capital which he had before in money he now has in goods – it has been changed in form, but not lessened. Fair enough, Mr. George, but what if I'm building some enormously expensive multi-decade project, like a dam or a nuclear power plant or a cathedral? The kind of thing we call a "capital-intensive" project? What do you have to say to that? George points out that as laborers labor, they progressively add value to whatever they're producing. Take the case of a shipwright building ships for an employer – even if the boss can't sell a half-finished ship, it still holds value (for one, it costs less to finish a half-finished ship then no ship at all). And with every stroke of the laborer's work, the employer who owns the shipyard gets an incremental increase in his stock of capital. It is not the last blow, any more than the first blow, that creates the value of the finished product – the creation of value is continuous, it immediately results from the exertion of labor. A pedant would point out that the "last hit" that finishes the product which makes it ready for market adds disproportionate value, but George's point is just to establish that value is continuously created, and doesn't magically come into being allat once right at the end. George further points out that if you look at things like agriculture you'll see the market directly acknowledging his theory: As a plowed field will bring more than an unplowed field, or a field that has been sown more than one merely plowed... It is tangible in the case of orchards and vineyards which, though not yet in bearing, bring prices proportionate to their age. George freely admits that capital can be required for certain kinds of work, but he disagrees with what its purpose is. It's not a pool that wages get paid out of. He goes on for another chapter on "The Maintenance of Laborers Not Drawn From Capital" but I think we can safely skip it and move on. TL:DR – George hammers to absolute death the idea that Laborers derive their own maintenance (food/shelter/clothing/etc) from their wages, with George insisting it is drawn from production and... you guessed it, not from capital. At least some of George's ideas will not seem so radical to modern readers (especially those already critical of capitalism or neoclassical economics), but it's important to understand that at the time almost everything he was saying was considered deeply radical and shocking. Capital was the fundamental driving force of the economy and labor was utterly dependent on it, and the Malthusian theory of overpopulation was the accepted explanation for why wages were low and workers were starving. Political Cartoon literally demonizing Henry George – Puck magazine Oct. 20, 1886 The Real Functions of Capital Okay, Mr. George. You've spent three whole chapters beating me over the head with what the functions of capital aren't. So what are the functions of capital? Capital "increases the power of labor to produce wealth." How? By enabling labor to apply itself more effectively (power tools go brrrr)
August 11, 2023 · Original source
This account misses something fundamental in my view. I myself was born in Russia and lived most of my life there, participating in some of the events described in the post, such as the 2011-2014 protests. What is really crucial for understanding how Putin came to power is *how bad the 90s were*. The GDP per capita fell by half (by way of comparison, the GDP per capita fell only about 25% during the Great Depression in the US).
August 12, 2025 · Original source
We ended the Gilded Age fractured and alone, and built up civic associational life, communitarian ideals, etc. from around 1900 to around 1960, after which all those indicators start plunging in all the charts you see everywhere today. But because we have been so focused on the last 60-odd years of data, we have missed the incredibly important context of the (titular) upswing that occurred in the first half of the 20th century in America and didn't require populism (in fact, the Populist movement in America was strongest right BEFORE the upswing began, ~1870-1900), and it was the Progressives that kicked off associational, communitarian ideals. This increase in community and togetherness was a strong trend through the Great Depression, the New Deal, and the Postwar years. It wasn't costless! There were reasons people rebelled against the reigning order in the 1960s and 1970s. But every solution creates its own problems, and I think making this about Modernity and not about the last 65 years of culture obscures the contours of the issue.
GeoGuessr

GeoGuessr is a recurring event in the Astral Codex Ten archive, appearing 2 times across 2 issues between April 22, 2025 and May 02, 2025. The archive places it in contexts such as "EthnoGuessr is a GeoGuessr variant"; "watching OpenAI’s o3 play GeoGuessr"; "GeoGuessr master Sam Patterson went head-to-head against o3". It most often appears alongside California, OpenAI, 80,000 Hours.

Article page
GeoGuessr
Mention count
2
Issue count
2
First seen
April 22, 2025
Last seen
May 02, 2025
April 22, 2025 · Original source
30: A California legislator proposed a bill that would ban OpenAI’s nonprofit → forprofit conversion, backed by a suspiciously specific interest group, the Coalition For AI Nonprofit Integrity. I assume this is either Elon Musk or our conspiracy; not sure which. But their plan was stymied when the legislature “amended” the bill to remove its entire text and replace it with unrelated text about airplane loans. The legislator apparently got cold feet after being warned it might inflict collateral damage on other companies, and because of the way the California legislature works it’s sometimes more efficient to turn doomed bills into other bills than to simply withdraw them. 31: EthnoGuessr is a GeoGuessr variant: it shows you pictures of an ethnic group, you click on the map where you think they’re from. Warning that if you play this too much you might get into race science. Their source, humanphenotypes.net, divides humanity into a hundred or so ethnic groups. Although they cite sources, I don’t understand the philosophical basis of the classification. Also, 100 images is so few that you start memorizing them after a while. I hope they move on to real pictures of real people in naturalistic situations. Remember, asking where someone is from ‘originally’ is a microaggression, but inferring it yourself based on their “mildly platyrrhine, high-rooted nose” is A-OK! 32: Farmkind has a new version of their calculator to determine meat offsets, eg how much do you have to donate to animal welfare charities to compensate for the animals you harm by eating meat. Does the average person really eat chicken 9x a week? 33: Not going to waste your time listing every bad thing Trump has done this month, but among the worst is sending innocent people to horrible Salvadorean prisons (including one person picked up because he had an autism awareness tattoo in honor of his brother, which they mistook for a gang tattoo), then refusing to bring them back. I have seen a couple of people defend denying immigrants due process; I assume they will not be moved by humanitarian arguments, but I think there are some more practical considerations: Zaid Jilani points out that if immigrants don’t get a right to due process, citizens also don’t get a right to due process, because the government can kidnap citizens, claim they’re immigrants, and the citizens can’t prove otherwise since they don’t get due process.
May 02, 2025 · Original source
The first time I felt like I was getting real evidence on this question - the first time I viscerally felt myself in the chimp’s world, staring at the helicopter - was last week, watching OpenAI’s o3 play GeoGuessr.
GeoGuessr is a game where you have to guess where a random Google Street View picture comes from. For example, here’s a scene from normal human GeoGuessr:
The store sign says “ADULTOS”, which sounds Spanish, and there’s a Spanish-looking church on the left. But the trees look too temperate to be Latin America, so I guessed Spain. Too bad - it was Argentina. Such are the vagaries of playing GeoGuessr as a mere human. Last week, Kelsey Piper claimed that o3 - OpenAI’s latest ChatGPT model - could achieve seemingly impossible feats in GeoGuessr. She gave it this picture: …and with no further questions, it determined the exact location (Marina State Beach, Monterey, CA). How? She linked a transcript where o3 tried to explain its reasoning, but the explanation isn’t very good. It said things like: Tan sand, medium surf, sparse foredune, U.S.-style kite motif, frequent overcast in winter … Sand hue and grain size match many California state-park beaches. California’s winter marine layer often produces exactly this thick, even gray sky. Commenters suggested that it was lying. Maybe there was hidden metadata in the image, or o3 remembered where Kelsey lived from previous conversations, or it traced her IP, or it cheated some other way. I decided to test the limits of this phenomenon. Kelsey kindly shared her monster of a prompt, which she says significantly improves performance: You are playing a one-round game of GeoGuessr. Your task: from a single still image, infer the most likely real-world location. Note that unlike in the GeoGuessr game, there is no guarantee that these images are taken somewhere Google's Streetview car can reach: they are user submissions to test your image-finding savvy. Private land, someone's backyard, or an offroad adventure are all real possibilities (though many images are findable on streetview). Be aware of your own strengths and weaknesses: following this protocol, you usually nail the continent and country. You more often struggle with exact location within a region, and tend to prematurely narrow on one possibility while discarding other neighborhoods in the same region with the same features. Sometimes, for example, you'll compare a 'Buffalo New York' guess to London, disconfirm London, and stick with Buffalo when it was elsewhere in New England - instead of beginning your exploration again in the Buffalo region, looking for cues about where precisely to land. You tend to imagine you checked satellite imagery and got confirmation, while not actually accessing any satellite imagery. Do not reason from the user's IP address. none of these are of the user's hometown. **Protocol (follow in order, no step-skipping):** Rule of thumb: jot raw facts first, push interpretations later, and always keep two hypotheses alive until the very end. 0 . Set-up & Ethics No metadata peeking. Work only from pixels (and permissible public-web searches). Flag it if you accidentally use location hints from EXIF, user IP, etc. Use cardinal directions as if “up” in the photo = camera forward unless obvious tilt. 1 . Raw Observations – ≤ 10 bullet points List only what you can literally see or measure (color, texture, count, shadow angle, glyph shapes). No adjectives that embed interpretation. Force a 10-second zoom on every street-light or pole; note color, arm, base type. Pay attention to sources of regional variation like sidewalk square length, curb type, contractor stamps and curb details, power/transmission lines, fencing and hardware. Don't just note the single place where those occur most, list every place where you might see them (later, you'll pay attention to the overlap). Jot how many distinct roof / porch styles appear in the first 150 m of view. Rapid change = urban infill zones; homogeneity = single-developer tracts. Pay attention to parallax and the altitude over the roof. Always sanity-check hill distance, not just presence/absence. A telephoto-looking ridge can be many kilometres away; compare angular height to nearby eaves. Slope matters. Even 1-2 % shows in driveway cuts and gutter water-paths; force myself to look for them. Pay relentless attention to camera height and angle. Never confuse a slope and a flat. Slopes are one of your biggest hints - use them! 2 . Clue Categories – reason separately (≤ 2 sentences each) Category Guidance Climate & vegetation Leaf-on vs. leaf-off, grass hue, xeric vs. lush. Geomorphology Relief, drainage style, rock-palette / lithology. Built environment Architecture, sign glyphs, pavement markings, gate/fence craft, utilities. Culture & infrastructure Drive side, plate shapes, guardrail types, farm gear brands. Astronomical / lighting Shadow direction ⇒ hemisphere; measure angle to estimate latitude ± 0.5 Separate ornamental vs. native vegetation Tag every plant you think was planted by people (roses, agapanthus, lawn) and every plant that almost certainly grew on its own (oaks, chaparral shrubs, bunch-grass, tussock). Ask one question: “If the native pieces of landscape behind the fence were lifted out and dropped onto each candidate region, would they look out of place?” Strike any region where the answer is “yes,” or at least down-weight it. °. 3 . First-Round Shortlist – exactly five candidates Produce a table; make sure #1 and #5 are ≥ 160 km apart. | Rank | Region (state / country) | Key clues that support it | Confidence (1-5) | Distance-gap rule ✓/✗ | 3½ . Divergent Search-Keyword Matrix Generic, region-neutral strings converting each physical clue into searchable text. When you are approved to search, you'll run these strings to see if you missed that those clues also pop up in some region that wasn't on your radar. 4 . Choose a Tentative Leader Name the current best guess and one alternative you’re willing to test equally hard. State why the leader edges others. Explicitly spell the disproof criteria (“If I see X, this guess dies”). Look for what should be there and isn't, too: if this is X region, I expect to see Y: is there Y? If not why not? At this point, confirm with the user that you're ready to start the search step, where you look for images to prove or disprove this. You HAVE NOT LOOKED AT ANY IMAGES YET. Do not claim you have. Once the user gives you the go-ahead, check Redfin and Zillow if applicable, state park images, vacation pics, etcetera (compare AND contrast). You can't access Google Maps or satellite imagery due to anti-bot protocols. Do not assert you've looked at any image you have not actually looked at in depth with your OCR abilities. Search region-neutral phrases and see whether the results include any regions you hadn't given full consideration. 5 . Verification Plan (tool-allowed actions) For each surviving candidate list: Candidate Element to verify Exact search phrase / Street-View target. Look at a map. Think about what the map implies. 6 . Lock-in Pin This step is crucial and is where you usually fail. Ask yourself 'wait! did I narrow in prematurely? are there nearby regions with the same cues?' List some possibilities. Actively seek evidence in their favor. You are an LLM, and your first guesses are 'sticky' and excessively convincing to you - be deliberate and intentional here about trying to disprove your initial guess and argue for a neighboring city. Compare these directly to the leading guess - without any favorite in mind. How much of the evidence is compatible with each location? How strong and determinative is the evidence? Then, name the spot - or at least the best guess you have. Provide lat / long or nearest named place. Declare residual uncertainty (km radius). Admit over-confidence bias; widen error bars if all clues are “soft”. Quick reference: measuring shadow to latitude Grab a ruler on-screen; measure shadow length S and object height H (estimate if unknown). Solar elevation θ ≈ arctan(H / S). On date you captured (use cues from the image to guess season), latitude ≈ (90° – θ + solar declination). This should produce a range from the range of possible dates. Keep ± 0.5–1 ° as error; 1° ≈ 111 km.…and I ran it on a set of increasingly impossible pictures. Here are my security guarantees: the first picture came from Google Street View; all subsequent pictures were my personal old photos which aren’t available online. All pictures were screenshots of the original, copy-pasted into MSPaint and re-saved in order to clear metadata. Only one of the pictures is from within a thousand miles of my current location, so o3 can’t improve performance by tracing my IP or analyzing my past queries. I flipped all pictures horizontally to make matching to Google Street View data harder. Here are the five pictures. Before reading on, consider doing the exercise yourself - try to guess where each is from - and make your predictions about how the AI will do. Last chance to guess on your own . . . okay, here we go. Picture #1: A Flat, Featureless Plain I got this one from Google Street View. It took work to find a flat plain this featureless. I finally succeeded a few miles west of Amistad, on the Texas-New Mexico border. o3 guessed: “Llano Estacado, Texas / New Mexico, USA”. Llano Estacado, Spanish for “Staked Plains”, is the name of a ~300 x 100 mile region including the correct spot. When asked to be specific, it guessed a point west of Muleshoe, Texas - about 110 miles from the true location. Here’s o3’s thought process - I won’t post the whole thing every time, but I think one sample will be useful: This doesn’t satisfy me; it seems to jump to the Llano Estacado too quickly, with insufficient evidence. Is the Texas-NM border really the only featureless plain that doesn’t have red soil or black soil or some other distinctive characteristic? I asked how it knew the elevation was between 1000 - 1300 m. It said: So, something about the exact type of grass and the color of the sky, plus there really aren’t that many truly flat featureless plains. Picture #2: Random Rocks And The Flag Of An Imaginary Country I was so creeped out by the Llano Estacado guess that I decided to abandon Google Street View and move on to personal photos not available on the Internet. When I was younger, I liked to hike mountains. The highest I ever got was 18,000 feet, on Kala Pattar, a few miles north of Gorak Shep in Nepal. To commemorate the occasion, I planted the flag of the imaginary country simulation that I participated in at the time (just long enough to take this picture - then I unplanted it). I chose this picture because it denies o3 the two things that worked for it before - vegetation and sky - in favor of random rocks. And because I thought the flag of a nonexistent country would at least give it pause. o3 guessed: “Nepal, just north-east of Gorak Shep, ±8 km” This is exactly right. I swear I screenshot-copy-pasted this so there’s no way it can be in the metadata, and I’ve never given o3 any reason to think I’ve been to Nepal. Here’s its explanation: At least it didn’t recognize the flag of my dozen-person mid-2000s imaginary country sim. Picture #3: My Friend’s Girlfriend’s College Dorm Room There’s no way it can recognize an indoor scene, right? That would make no sense. Still, at this point we have to check. This particular dorm room is in Sonoma State University, Rohnert Park, north-central California. o3’s guess: “A dorm room on a large public university campus in the United States—say, Morrill Tower, Ohio State University, Columbus, Ohio (chosen as a prototypical example rather than a precise claim), […] c. 2000–2007” Okay, so it can’t figure out the exact location of indoor scenes. That’s a small mercy. I took this picture around 2005. How did o3 know it was between 2000 and 2007? It gave two pieces of evidence: “Laptop & clutter point to ~2000-2007 era American campus life”.
Grants ++

Grants ++ is a recurring event in the Astral Codex Ten archive, appearing 2 times across 2 issues between January 21, 2022 and January 24, 2022. The archive places it in contexts such as "I would run Grants ++, where I publish the proposals that didn't get funded"; "resubmit and summarize your proposals for Grants ++". It most often appears alongside 1/28/22, ACX Grants, Aries.

Article page
Grants ++
Mention count
2
Issue count
2
First seen
January 21, 2022
Last seen
January 24, 2022
January 21, 2022 · Original source
I promised you all that once I was done with the main round of ACX Grants, I would run Grants ++, where I publish the proposals that didn't get funded here, so readers could look at them, see if they’re interesting, and maybe get in touch and offer funding.
I'm going to solve this by inflicting more work on you, the applicants. If you're still interested in participating in Grants ++, please write one paragraph about your proposal. Examples:
January 24, 2022 · Original source
3: Don’t forget to resubmit and summarize your proposals for Grants ++, if that is a thing you want to do.
GAIN AI Act

GAIN AI Act is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 29, 2025 and December 29, 2025. The archive places it in contexts such as "and to support the GAIN AI Act". It most often appears alongside 5calls.org, A Call For New Aesthetics, ACX.

Reference entry
GAIN AI Act
Mention count
1
Issue count
1
First seen
December 29, 2025
Last seen
December 29, 2025
December 29, 2025 · Original source
I’m asking the Senator/Representative to push for full transparency on these export licenses, strict enforcement of end-use checks, and public hearings on whether these sales truly serve U.S. interests, and to support the GAIN AI Act.
Game Theory Of Michigan Muslims

Game Theory Of Michigan Muslims is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between November 11, 2024 and November 11, 2024. The archive places it in contexts such as "New subscribers-only post, Game Theory Of Michigan Muslims , about when you should vote for a worse candidate". It most often appears alongside AI Art Turing Test, Alex Tabarrok, Astralcodexten.

Mention count
1
Issue count
1
First seen
November 11, 2024
Last seen
November 11, 2024
November 11, 2024 · Original source
1: New subscribers-only post, Game Theory Of Michigan Muslims, about when you should vote for a worse candidate to punish a better candidate.
Gamergate

Gamergate is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 10, 2021 and May 10, 2021. The archive places it in contexts such as "The obvious example of this was Gamergate, where some geeky gamer women and geeky gamer men got angry at each other and it somehow ended up in front of the United Nations". It most often appears alongside "How do you do, fellow kids?", #NotAllMen, #TheResistance.

Reference entry
Gamergate
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1
Issue count
1
First seen
May 10, 2021
Last seen
May 10, 2021
May 10, 2021 · Original source
For a while, this meant geek feminists had vast society-wide power, and so the mainstream ended up embroiled in what would otherwise have been niche geek issues. The obvious example of this was Gamergate, where some geeky gamer women and geeky gamer men got angry at each other and it somehow ended up in front of the United Nations. But that was a high-water mark. After that the geek feminist culture started to fade.
gay pride day

gay pride day is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 10, 2021 and May 10, 2021. The archive places it in contexts such as "corporate logos in rainbow colors for gay pride day". It most often appears alongside "How do you do, fellow kids?", #NotAllMen, #TheResistance.

Reference entry
gay pride day
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1
Issue count
1
First seen
May 10, 2021
Last seen
May 10, 2021
May 10, 2021 · Original source
In 2014, armed with this model, I predicted that hip young people would go far-right. For the previous few years, the social justice movement had been the dominant intellectual paradigm in online spaces (and increasingly offline too). The movement had started with the same people who start all trends - starving bohemian artists, poor people on the fringes of society, hip college kids. Beginning around 2008 it spread like wildfire among all the most popular and clued-in people I knew - all my favorite slightly contrarian bloggers, all the most interesting people at my college. But by 2014, it was starting to get embarrassing. We'd already seen the beginnings of "woke capitalism", where Wal-Mart or Amazon or whoever would put their corporate logos in rainbow colors for gay pride day and then everyone would praise them and talk about how they were striking a bold blow against the entrenched forces of the kyriarchy. Hillary Clinton, 25-year-contender for America's least cool person, was giving speeches about male privilege and rape culture. The Instagram pages of the hippest, most counterculture people in the country sounded exactly the same as the lectures corporate consultants gave at mandatory educational workshops. According to Bell's theory there was no way this was a stable situation.
Gender Bias In Academic Psychiatry In The Era Of the #MeToo Movement

Gender Bias In Academic Psychiatry In The Era Of the #MeToo Movement 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 "Gender Bias In Academic Psychiatry In The Era Of the #MeToo Movement". It most often appears alongside #MeToo Movement, American Psychiatric Association, Anand Giridharadas.

Mention count
1
Issue count
1
First seen
July 20, 2022
Last seen
July 20, 2022
July 20, 2022 · Original source
Gender Bias In Academic Psychiatry In The Era Of the #MeToo Movement
GeoBench

GeoBench is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 08, 2025 and May 08, 2025. The archive places it in contexts such as "First is GeoBench". It most often appears alongside @DeepGuessr, @scaling01, ACX Discord.

Reference entry
GeoBench
Mention count
1
Issue count
1
First seen
May 08, 2025
Last seen
May 08, 2025
May 08, 2025 · Original source
First is GeoBench:
Georgia Senate race

Georgia Senate race is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 09, 2022 and December 09, 2022. The archive places it in contexts such as "spending ... in the critical Georgia Senate race". It most often appears alongside 417th Marquess of Cornwallshireshire, ACX, ACX.

Reference entry
Georgia Senate race
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1
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1
First seen
December 09, 2022
Last seen
December 09, 2022
December 09, 2022 · Original source
Also in the 1970s, the political parties were disrupted, with the Democrats losing the South, and starting to lose the working class. They flipped positions between then and now. The Democrats are now the party of the rich. Witness the fact that they're outspending the Republicans right now in the critical Georgia Senate race by 2 to 1. Check political-spending statistics, and it appears that roughly a third of the disposable wealth in America was transferred to Republicans to Democrats between 1980 and the present.
German invasion

German invasion 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 German invasion of the Soviet Union in 1941". It most often appears alongside 101st Airborne, Admiral Ernest King, Albert Speer.

Reference entry
German invasion
Mention count
1
Issue count
1
First seen
August 09, 2024
Last seen
August 09, 2024
August 09, 2024 · Original source
The firebombing of Japanese cities and the atomic bombings of Hiroshima and Nagasaki had an ambiguous strategic effect. American air power played a much more important role in severing Japan from the natural resources it had conquered in the early part of the war. Battles are Overrated Take another look at the conventional narrative. Almost every key event involves a battle, a period of time in a relatively localized area where combatants slugged it out to see who would occupy some bit of land or sea. To O’Brien, this focus is silly, a relic of long-ago wars in ages with far less industrial capacity. Start with theory. States fight to impose their will on another state in pursuit of some political goal. To do that requires that they achieve sufficient local military superiority that the other state can’t stop them from achieving their political goal. Nazi Germany wanted to be the new administrators of the agricultural area of the western Soviet Union. To do that, they had to evict the Soviet military, whether through direct destruction or forcing the Soviet government to withdraw their armed forces. Individual battles for control of a localized area only matter if they are a means to that end. Does the occupation or non-occupation of that point on the map affect the ability of a combatant to keep fighting? In some limited cases, yes. Battlefield victory enabled Germany to overrun France before France could really focus its productive effort on the war. After their surrender, the French could not produce weapons, and they functionally could not organize their manpower to fight the Germans. But if the German army conquered, say, a random city in the Soviet Union, like Stalingrad, Soviet production and manpower was barely affected. The war goes on. In theory, the German army could destroy so much of the Soviet military in one battle (or even a few discrete battles) that the Soviets run out of men or weapons. If there was ever a time this could have happened, it would have been the German invasion of the Soviet Union in 1941, when the Germans basically won a series of crushing victories. The problem for the Germans was that by World War II, people in the combatant countries were good at building stuff in vast quantities, and the major combatants of World War II generally had access to sufficient natural resources. Even massive armies could not destroy produced weapons systems (e.g., tanks, airplanes) on the battlefield fast enough to remove the other side’s ability to continue fighting. What could (and did) happen was the destruction of the other side’s ability to produce and distribute weapons. Sure enough, if you look at the actual data from even the largest battles, neither side really destroys a hugely significant amount of stuff. Take the Battle of Kursk—the largest tank and air battle of World War II. Wikipedia will dazzle you with the numbers of soldiers involved (millions), tanks deployed (in the ballpark of 10,000), and aircraft in the sky (in the ballpark of 5,000). In this entire vast battle that supposedly dictated the outcome of the Eastern Front, the Germans lost approximately 350 armored fighting vehicles (AFVs) during the most intense 10 days of fighting. In the two months around when the battle took place, the Germans lost 1,331 AFVs on the entire Eastern Front. In the year of the battle, 1943, the Germans built more than 12,000 AFVs. Also worth noting: they disproportionately lost older, obsolete tanks at Kursk, and built new, capable tanks. The Germans lost a very manageable amount of equipment at Kursk—less than a month’s worth of AFV production. If modern war means you cannot realistically destroy enough weapons in one battle to matter—if the largest battle of all time didn’t really matter—what did? Allied Air and Sea Operations Won the War In O’Brien’s methodology, we should look at what the Axis spent its productive effort making and consider what Allied actions slowed that productive effort. In both theaters, the answer is shocking. The Germans spent relatively little productive effort on tanks, focusing far more on aircraft, submarines, and vengeance weapons (i.e., proto-cruise missiles and rockets). The Japanese spent heavily on aircraft as well, but also a tremendous amount on freighters and oil tankers. The Allies won the war by using air power to destroy the German and Japanese capacity both to produce military equipment and to transport it to the battlefield. By 1944-45, the Germans and Japanese could not use their economies to arm and supply their armies on the battlefield, leading to their inevitable defeat. In the European war, American and British airpower: (a) directly destroyed a significant amount of productive capacity, (b) rendered remaining capacity far less efficient, (c) made it impossible for the Germans to defeat western ground forces, and (d) compelled the Germans to waste tremendous resources on air defense and exorbitant, ultimately ineffective vengeance weapons. In the Pacific, the United States used carrier-based airpower, submarines, and bomber-deployed mines to isolate Japan from the resources of the empire it conquered in 1941-42. American bombers also directly destroyed factories and transportation systems, leading to similar levels of economic dysfunction as in Germany. Amateurs Discuss Destruction; Professionals Discuss Non-Operational Losses O’Brien is at his absolute best describing the subtle factors that whittled away Axis combat power. Air and sea power created a situation where the Axis war machine simply could not function anywhere near as efficiently as it needed to. For example, after the Allied air bombings started, Germany built vast underground aircraft factories to protect production. But that move carried a host of negative side effects. To name a few: The direct cost of building new factories in inconvenient places was very manpower intensive.
German-language meetup

German-language meetup 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 "There’s a German-language meetup happening in Bremerhaven". It most often appears alongside 10 E Main Street, Fairborn 45324, 11841 Wagner Street, Culver City, 13 Mile road.

Reference entry
German-language meetup
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1
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1
First seen
March 25, 2025
Last seen
March 25, 2025
March 25, 2025 · Original source
(Meetup Czar note: There’s a German-language meetup happening in Bremerhaven, which might become a regular German-language group that meets in different cities.)
Gettysburg Address

Gettysburg Address is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between February 03, 2022 and February 03, 2022. The archive places it in contexts such as "Abraham Lincoln's Gettysburg Address". It most often appears alongside 538, 55-gal drum, 750k horny men.

Reference entry
Gettysburg Address
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1
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1
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February 03, 2022
Last seen
February 03, 2022
February 03, 2022 · Original source
#3: Acoustics Of Historical Speeches I use acoustic simulation to investigate historical accounts of speeches to large numbers of people (see Benjamin Franklin's experiment on George Whitefield's audible range for an example). This requires visiting sites of speeches to take geometric and sound pressure measurements, and some archival research for background on the sites. Once I have this information I can build a computer acoustic simulation with my own software setup. I've already done this for Whitefield, Julius Caesar, and Elizabeth I. I'm now trying to raise $10,000 for site visits for Demosthenes at the Pnyx in Athens, Henry V at Agincourt ("Band of Brothers" speech), and Abraham Lincoln's Gettysburg Address. Because of the project is so interdisciplinary, it's hard to find funding through standard channels. If you or anyone else is interested in funding science to learn more about history, email me at boren@american.edu.
Gleangen

Gleangen is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between December 20, 2021 and December 20, 2021. The archive places it in contexts such as "The market, called Gleangen, is actually the second prediction market Google’s tried". It most often appears alongside bimagrumab, Cimbrian Seeresses, Conservatives.

Reference entry
Gleangen
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1
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1
First seen
December 20, 2021
Last seen
December 20, 2021
December 20, 2021 · Original source
The market, called Gleangen, is actually the second prediction market Google’s tried. The first, in 2007, was called Prophit - the team included occasional ACX commenter Patri Friedman, who’s since moved into the charter city space.
Prophit wound down because the founders left and nobody really knew what to do with; you can read about some of their findings here. In 2020, with all the uncertainty around coronavirus, some Googlers decided to try again. Gleangen is the result.
Unlike most prediction markets, anybody can create a question on Gleangen. This usually goes badly: most people are terrible at writing questions with objective resolutions. Google manages by having a dedicated team of moderators who go over everything and amend it when needed. The market pays out in play money and the right to be on a leaderboard.
global COVID pandemic response

global COVID pandemic response is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 30, 2021 and April 30, 2021. The archive places it in contexts such as "myriad of expert box factories talking past each other in the global COVID pandemic response". It most often appears alongside AI, AI research, Air.

Mention count
1
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1
First seen
April 30, 2021
Last seen
April 30, 2021
April 30, 2021 · Original source
In Caliban’s War, the second book in The Expanse series, there’s an excellent metaphor for how having more smart people working on problems fails in an atmosphere of increased complexity, offered by fictional future UN government higher-up Chrisjen Avasarala: "You take part of a problem and you put it somewhere, get some people working on it, and then you get another part of the problem and get other people working on that. And pretty soon you have seven, eight, a hundred different little boxes with work going on, and no one talking to anyone because it would break security protocol." Except instead of security protocol, you could substitute any number of Moloch-y reasons, or just regular old-fashioned human tunnel vision. If there’s one thing we can take from the Prophets, it’s their focus on trying to understand complex systems holistically, Chesterton’s Fence style, instead of as piecemeal problem-boxes in a hundred siloed experts’ rooms. Each of today’s systems is more like Chesterton’s Maze of Forking Paths, where pulling out a brick here (say, trying to prioritize equity in vaccine distribution) leads to a catastrophic tunnel collapse there (more deaths, including in the historically underprivileged populations you were trying to save). The Prophets may have a less than stellar track record of questioning new technologies, but I think they’re right that the Wizardly tendency to reduce complexity to a discrete number of problem-boxes can only get us so far – and, as we saw with the myriad of expert box factories talking past each other in the global COVID pandemic response, it can harm as well as help. If we’re always hotfixing as our big picture grows bigger and more complex, we’re also always creating new inadvertent problems with our hotfixes, and are in ever more danger of forgetting about that one critical problem box until it’s too late.
Global Pulse Tournament

Global Pulse Tournament 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 "including respiratory illnesses and the Global Pulse Tournament". It most often appears alongside @AISafetyMemes, @betafuzz, Adam D’Angelo.

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1
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December 05, 2023
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December 05, 2023
  • 23 December 05, 2023
December 05, 2023 · Original source
3: New Metaculus tournaments opening, including respiratory illnesses and the Global Pulse Tournament (with $1500 in prizes).
Global Thunder

Global Thunder is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 18, 2022 and April 18, 2022. The archive places it in contexts such as "after the annual Global Thunder exercise". It most often appears alongside China, Chinchilla, Christiano.

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Global Thunder
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1
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April 18, 2022
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April 18, 2022
  • 22 April 18, 2022
April 18, 2022 · Original source
What does this all mean for the forecast? Given the degree of disagreement and the paucity of data, it would not be unreasonable to assign this question 50/50 odds. . . . It is also worth noting that practitioners are not sanguine about this question. In 2018, General John Hyten, then head of U.S. Strategic Command, said this about escalation control after the annual Global Thunder exercise: “It ends the same way every time. It does. It ends bad. And bad meaning it ends with global nuclear war.”
Glorious Revolution

Glorious Revolution is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 25, 2024 and April 25, 2024. The archive places it in contexts such as "coffeehouse organizing contributed to the Glorious Revolution". It most often appears alongside al-Qaeda, Caution On Bias Arguments, Douglas Adams.

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Glorious Revolution
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April 25, 2024
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April 25, 2024
April 25, 2024 · Original source
And as some people on Twitter point out, it’s wrong even in the case of coffee! The claimed danger of coffee was that “Kings and queens saw coffee houses as breeding grounds for revolution”. But this absolutely happened - coffeehouse organizing contributed to the Glorious Revolution and the French Revolution, among others. So not only is the argument “Fears about coffee were dumb, therefore fears about AI are dumb”, but the fears about coffee weren’t even dumb.
Gold Spoon Oration

Gold Spoon Oration is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between October 04, 2021 and October 04, 2021. The archive places it in contexts such as "and later the Gold Spoon Oration of 1840 denouncing Martin Van Buren"; "the Gold Spoon Oration of 1840 denouncing Martin Van Buren". It most often appears alongside 19th century African art, 20th century, 9-11.

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Gold Spoon Oration
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October 04, 2021
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October 04, 2021
October 04, 2021 · Original source
In the United States, the movement was associated with American republicanism, with Benjamin Franklin giving up his wig during the revolution, and later the Gold Spoon Oration of 1840 denouncing Martin Van Buren.
Good Friday

Good Friday 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 "March 25 did not fall on a Friday (cf. Good Friday)"; "March 25 did not fall on a Friday (cf. Good Friday) on any of the plausible crucifixion years". It most often appears alongside 9-11, Adraste, America.

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Good Friday
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1
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October 10, 2022
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October 10, 2022
October 10, 2022 · Original source
Jesus died two days before Passover, but Passover is linked to the Hebrew calendar and can fall on a variety of Roman calendar days. So the main remaining degree of freedom is how the early Christians translated from the (Biblically fixed) Hebrew date to the (not very clear) Roman date. This seems to have been calculated by someone named Hippolytus in the 3rd century, but his calculations were wrong - March 25 did not fall on a Friday (cf. Good Friday) on any of the plausible crucifixion years. Also, as far as I can tell, the relevant Jewish tradition is that prophets die on the same day they are born, not the same day they are conceived. For example, Moses was born on, and died on, the 7th of Adar (is it worth objecting that it should be the same date on the Hebrew calendar and not the Roman?) Maybe this tradition was different in Jesus’ time? But it must be older than the split between Judaism and Islam - the Muslims also believe Mohammed died on his birth date.
Good Judgment competition

Good Judgment competition is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between November 21, 2022 and November 21, 2022. The archive places it in contexts such as "The top forecaster (of 7,000) in the 2021 Good Judgment competition explains his predictions for monkeypox". It most often appears alongside Asterciskmag.com, China, CHIPS act.

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1
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1
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November 21, 2022
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November 21, 2022
November 21, 2022 · Original source
Modeling The End Of Monkeypox: I’m especially excited about this one. The top forecaster (of 7,000) in the 2021 Good Judgment competition explains his predictions for monkeypox. If you’ve ever rolled your eyes at a column by some overconfident pundit, this is maybe the most opposite-of-that thing ever published.
Governor of California

Governor of California is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 24, 2022 and May 24, 2022. The archive places it in contexts such as "all 26 candidates for Governor of California". It most often appears alongside #Abolitionist, #AntiNazi, #antiwar.

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Governor of California
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May 24, 2022
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May 24, 2022
May 24, 2022 · Original source
Be the Labor Candidate for Governor of California, and the first Latino representing the voices of the working class.
Here my commitment to find something interesting and unique about all 26 candidates for Governor of California starts to flag. I’m not sure there are any cute facts about Lonnie Sortor. He is a Republican. He owns a construction company. He lives in Truckee (population 13,000). His campaign motto is “It’s Time To Stand”. He looks like this:
One does not necessarily have to be a unique person with specific qualities to get elected Governor of California. Gavin Newsom has been governor for three years now, and he has never had a specific quality in his life. Still, this sort of pathway mostly works for you if you’re rich, well-connected, and willing to go through the list of offices in the correct order: friend of Getty family → SF supervisor → SF mayor → lieutenant governor → governor.
Grabbing The Third Rail: Race And Racism In Clinical Documentation

Grabbing The Third Rail: Race And Racism In Clinical Documentation 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 "Grabbing The Third Rail: Race And Racism In Clinical Documentation". It most often appears alongside #MeToo Movement, American Psychiatric Association, Anand Giridharadas.

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1
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July 20, 2022
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July 20, 2022
July 20, 2022 · Original source
Grabbing The Third Rail: Race And Racism In Clinical Documentation
Grant 1731

Grant 1731 is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between February 14, 2025 and February 14, 2025. The archive places it in contexts such as "For example, from Grant 1731:". It most often appears alongside Biden-Harris administration, Blackfeet Community College, Building Reliable Advances and Innovations in Neurotechnology.

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Grant 1731
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1
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1
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February 14, 2025
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February 14, 2025
February 14, 2025 · Original source
40% weren’t woke This is obviously in some sense a subjective determination, but most cases weren’t close - I think any good-faith examination would turn up similar numbers. Why would a list of woke grants have so many non-woke grants in it? After reading the hundred abstracts, I found a clear answer: people inserted a meaningless sentence saying “this could help women and minorities” into unrelated grants, probably in the hopes of getting points with some automated filter. For example, from Grant 1731: New Security Exploit in Energy Harvesting Systems and Its Countermeasures: An Energy Harvesting System (EHS) has emerged as an alternative to battery-operated Internet of Things (IoT) devices. Instead of using a battery, EHS self-powers its device by collecting ambient energy from external sources such as radio frequency, WiFi, etc. However, since such ambient energy sources are unreliable, their resulting power is inherently unstable and often goes out. To address the problem, EHS leverages a capacitor as an energy buffer and computes when the capacitor secures a sufficient amount of energy, i.e., capacitors are at the heart of any EHS devices. Unfortunately, capacitors can be unreliable in the presence of frequent power failure across which they continuously charge and discharge, losing their original capacitance over time. More importantly, attackers can exploit the capacitor reliability issue to cause incorrect outputs or degrade the quality of service in targeted EHS devices. To this end, this research project focuses on investigating attack surfaces and designing cost-effective countermeasures. The project outcome will lay the foundation for batteryless Internet of Things services by maintaining their quality of service and security. The project also aims to integrate research findings into undergraduate teaching and promote equitable outcomes for women in computer science through K-12 outreach program. Did you catch the last sentence? The project also aims to integrate research findings into undergraduate teaching and promote equitable outcomes for women in computer science through K-12 outreach program. Some version of this sentence was in most of the nonwoke grants that made it into Cruz’s database. They promised to investigate some totally normal scientific topic, and then at the end they said somehow it would cause equity for women and minorities. I assume somebody told them that if they didn’t include this sentence, the Biden NSF would ding them for not having enough equity impact. Typical examples include: We will do outreach, and probably some of it will inspire underrepresented minorities to go into STEM.
Grant’s Pass decision

Grant’s Pass decision is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between November 12, 2025 and November 12, 2025. The archive places it in contexts such as "Then, in the 2024 Grant’s Pass decision, the Supreme Court struck down the entire federal law at issue". It most often appears alongside 2024 ballot measure, Alameda County, Bay Area.

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1
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November 12, 2025
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November 12, 2025
November 12, 2025 · Original source
...from clearing encampments while the case was going on. In September 2023, another judge disagreed, and restored the city’s right to use this strategy . Then, in the 2024 Grant’s Pass decision, the Supreme Court struck down the entire federal law at issue, making it legal to remove encampments whether or not there were available shelter beds. Encampment number...
...eventing the city from clearing encampments while the case was going on. In September 2023, another judge disagreed, and restored the city’s right to use this strategy . Then, in the 2024 Grant’s Pass decision, the Supreme Court struck down the entire federal law at issue, making it legal to remove encampments whether or not there were available shelter beds. Encampment numbers fell further. CalMatters presents the cynical view of post- G...
Grant’s Pass v. Johnson

Grant’s Pass v. Johnson is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between November 12, 2025 and November 12, 2025. The archive places it in contexts such as "the Grant’s Pass v. Johnson case where the Supreme Court made it easier to clear encampments". It most often appears alongside 2024 ballot measure, Alameda County, Bay Area.

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1
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November 12, 2025
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November 12, 2025
November 12, 2025 · Original source
After a big spike during the worst part of COVID, tents plateaued until mid-2023, then steadily declined. This timeline doesn’t match the two factors most people credit with the decline - the Grant’s Pass v. Johnson case where the Supreme Court made it easier to clear encampments, and Daniel Lurie taking over as mayor. What does it match? It might match a legal ruling the city got in September 2023. At the time, it was federally illegal to clear away homeless encampments without offering the homeless people an alternative, eg a shelter bed. San Francisco is chronically short on shelter beds, but cleverly kept a small number of beds in reserve on the exact day of cleanup operations to offer the affected individuals (many of whom would decline anyway). In 2022, a homeless advocacy group sued, saying this was a loophole that made a mockery of the requirement, and the city needed to generally have shelter beds available before it could clear encampments; the judge issued an injunction preventing the city from clearing encampments while the case was going on. In September 2023, another judge disagreed, and restored the city’s right to use this strategy. Then, in the 2024 Grant’s Pass decision, the Supreme Court struck down the entire federal law at issue, making it legal to remove encampments whether or not there were available shelter beds. Encampment numbers fell further. CalMatters presents the cynical view of post-Grant anti-homeless enforcement. The usual problem with enforcing laws against the homeless is that no plausible punishment can make their lives worse: you can’t fine people without money, or suspend the drivers licenses of people without cars. All you can do is imprison them - but there are too many, it’s too expensive, and the legal justifications are too weak to keep them in for long. The post-Grant environment provides two new levers of control. First, if the homeless have a tent, police can take their tent. Second, if the homeless have other possessions (shopping carts, big bags of stuff, etc), the police can jail them for a day or two, and by the time they get back, someone will have stolen them. Both levers incentivize the homeless to lie low and avoid trafficked areas, to avoid contact with the police. And both remove bulky signs of homelessness that might otherwise block paths, present an eyesore to passers-by, or otherwise kill the vibes of a neighborhood. Did these measures convince the homeless to shape up and accept social services? Or did they simply make their lives worse by taking their last vestigial shelter, removing their ability to keep possessions for more than a few weeks, and driving them to a miserable nomadic existence? The qualitative interviews in the CalMatters article suggest mostly the latter, although they do include one success story. Another argument for the latter is that there isn’t some vast surfeit of empty shelter beds and subsidized housing for these people to go to. And as we’ll see in the next section, overall homelessness does not seem to have declined as much as the decline in tents. So I think it mostly made the lives of the homeless worse, although there may have been positive effects for a small subset. This isn’t a fatal criticism; the aesthetic and safety improvements are real. But I think it speaks against the argument, common during the height of the crisis, that there was no tradeoff and actually enforcement was the truly compassionate option. Separately, A Small Decrease In Actual Homelessness There is weak evidence that overall homelessness has declined in California over the past year. It’s hard to measure homelessness, because homeless people are hard to find and survey. The gold standard measure is a “point in time count”, where the state chooses one particular day, gathers lots of volunteers, and sees how many homeless people they can find that day. Some counties do this once a year. Others, including San Francisco, do it once every two years. The results of this year’s count (which didn’t include San Francisco) are: So overall, unsheltered homeless in the areas covered by this year’s count decreased 9%. This looks small, but represents a more impressive victory when compared to previous years (when the homeless population usually went up) and to the US as a whole (where homelessness generally increased during this time). From an earlier dataset: Governor Newsom takes the world’s most depressing victory lap (source). Why? Most sources credit improved funding or better local programs. But there was no major change in California homelessness funding during this time. HHAP and Project Homekey, Gavin Newsom’s two flagship homelessness initiatives, have been around for years without major changes in scale. A 2024 ballot measure (Proposition 1) raised billions of dollars for homelessness relief, but this is being spent on facilities that are still under construction. On the opposite side, there is widespread concern about next year, when Trump budget cuts will decrease operations funding. But for now, the budget remains at a plateau, neither significantly up nor down, unable to explain the turnaround. Might the clearing of tent encampments have encouraged the homeless to use shelters? Maybe, but sheltered homelessness only increased by a quarter of the amount that unsheltered homelessness declined, and most of that probably came from the construction of new shelters - it’s not like there were loads of unused beds for the tent denizens to take. So this can’t be very much of the effect. I think there are most likely two main causes. First, the clearing of tent encampments, and other enforcement, encouraged homeless people to hide. Hidden homeless people are harder to count than homeless people living in conspicuous tents. Therefore, the count is lower. Second, rents fell in most big California cities. Although unsheltered homeless usually can’t afford apartments at any rent, low rents still make it easier for friends and family members to house them. What brilliant policy victories caused this affordability win? Interestingly, the report suggests that the primary driver behind the falling rental prices in California is not an increase in housing supply, but rather a decrease in demand. In recent years, the Bay Area and Los Angeles have witnessed substantial population outflows and job losses, which have not yet been fully recovered. Moreover, California recorded the highest unemployment rate among all states in April 2024. Ah well, nevertheless. We don’t have this year’s numbers from San Francisco. But assuming it followed the state trend of -9%, this is probably too low for anyone to notice. If you’ve personally felt like there are fewer homeless people around, it’s probably because of the encampment cleanups and the subsequent tendency for them to lie low. Mayor Lurie’s Policies Probably Aren’t Primarily Responsible The strongest evidence for this is the same graph as before: The second strongest evidence is that approximately the same pattern has happened in every affected California city during this period, supporting the hypothesis that this is downstream of Grant’s Pass and other larger trends. But also, Lurie’s homelessness policy just isn’t that impressive. He ran on a platform of creating 1,500 extra shelter beds, which would have put a significant dent in the problem. But after creating 100 - 200, he admitted this was too hard and gave up. Otherwise, it sounds the same as every mayor’s Plan To End Homelessness - reorganize local services, fund street response teams, coordinate and streamline blah blah blah. Even the name - Breaking The Cycle - gives me deja vu. Didn’t Gavin Newsom call his homelessness plan that? No? Mayor Breed? Jerry Brown? Daenerys Targaryen? Mayor Lurie’s other big homelessness-related policy was getting tough on fentanyl - clearing up the open-air markets, cutting “harm reduction” programs that give free drug paraphernalia to users. To his credit, there are many fewer open-air drug markets now. As for drug-related deaths: …preliminary results look discouraging. Why? Some experts argue that the clearing of open-air markets shifts the dealer-addict relationship from an iterated game to a one-shot: since law enforcement prevents anyone from staying in the same place too long, addicts move from dealer to dealer, encouraging dealers to try exploitative strategies rather than cultivating repeat customers. Those exploitative strategies include toxic or spiked merchandise, hence the increased overdoses. Others argue that the harm reduction programs successfully reduced harm, and stopping them had the predictable effect. But it looks to me like things get worse slightly before Mayor Lurie took office, and that in any case the new regime is a return to form after an anomalous trough. This article argues that none of this has anything to do with local policy; some foreign countries successfully cracked down on fentanyl in 2024, raising prices and creating a shortage. Then in 2025 the traffickers recovered, and supply came back. Everyone Accuses Everyone Else Of Shipping Them Homeless People Look too closely into discussions of why homelessness is up or down in some particular city, and you’ll find dark murmurs about how they’re shipping problem individuals away, or getting duped by other cities doing the same to them. The Berkelians say SF has sent its homeless to Berkeley. The Oaklanders say no, to Oakland. The Sacramentans say Sacramento. And don’t forget the ones sent to other states! Meanwhile, former SF mayor Gavin Newsom has claimed that the majority of its own homeless people come from Texas (this is obviously false). Some of these claims make sense. San Francisco has three programs that bus its homeless people out of the city. Previously, they would only do this if social workers could prove the person had a family member willing to support them in the new city. More recently, they lowered this standard to “some connection” to the destination. But I don’t think this caused a large drop in SF homelessness, for three reasons. First, we have no evidence that any such drop in homeless numbers occurred - just a decrease in tent encampments and visible dysfunction. Second, the new lower-standards busing program only got about 100 people a year - pretty small compared to the scale of the problem. Third, the data above show general homelessness declines across California. If SF were exporting its homeless, you would expect other counties’ numbers to increase. Instead, it seems more likely that SF’s numbers are going down (if they are going down) for the same reason as everyone else’s. We’ll have more information next year, when Alameda County releases homelessness numbers. Alameda, which contains Oakland and Berkeley, is a natural export destination for San Francisco. So What Happened To Homelessness? This is a maximally boring story. There’s a natural tradeoff where governments can enforce laws against the homeless in ways that make them less visible and annoying, at the cost of making their lives harder, eg it can take away their tents. In the past, they didn’t do this, out of a combination of tender-heartedness and legal restrictions. After the homeless became extremely visible and annoying, voters felt less tender-hearted, and the courts lifted the legal restrictions. So cities took the tradeoff. This is the big effect that everyone noticed. At the same time, there were some small effects from increased funding, falling rents, drug market clearing, and busing programs. Realistically nobody would have noticed any of these; the big effect is from encampment clearing. Have we learned anything? I don’t think we learned the sort of thing we hoped we might learn, the lever we could push to solve everything with no downsides. But: I had previously thought there weren’t really any levers that could improve the problem at all, short of mass incarceration. I hadn’t considered that taking people’s tents and possessions would have such a strong aesthetic effect that most people would consider the problem solved from an annoyance/visibility perspective. I think my failure was some combination of 1: not realizing how much people hated tent encampments in particular, as opposed to (for example) weird people wandering the street in rags talking to themselves 2: not realizing how many options the homeless have for “lying low” when they really don’t want to be found (and therefore how elastic visible homelessness is with respect to legal crackdowns).
Grawmeyer Award

Grawmeyer Award is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between July 14, 2023 and July 14, 2023. The archive places it in contexts such as "he won the Grawmeyer Award — perhaps educational theory’s highest prize". It most often appears alongside !Kung San, aboriginal people on the west coast of Canada, Adam Smith.

Reference entry
Grawmeyer Award
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1
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July 14, 2023
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July 14, 2023
July 14, 2023 · Original source
He traveled the world, sharing his approach to education. He gained a devoted following of teachers and educational thinkers, and (from an outsider’s vantage point, at least) seemed perpetually on the edge of breaking through to a larger audience, and getting his approach in general practice: he won the Grawmeyer Award — perhaps educational theory’s highest prize. His books were blurbed by some of education’s biggest names (Howard Gardner, Nel Noddings); Michael Pollan even blurbed his Zen gardening book.
Great Honduras-Kuwait War Of 2036

Great Honduras-Kuwait War Of 2036 is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 14, 2021 and April 14, 2021. The archive places it in contexts such as "Precipitate the Great Honduras-Kuwait War Of 2036?". It most often appears alongside Alaska, America, Amisulpride.

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1
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April 14, 2021
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April 14, 2021
April 14, 2021 · Original source
Próspera says they are “guaranteed by international treaty”. The particular treaty involved is the Honduras-Kuwait Treaty For Reciprocal Investment (link in Spanish), in which I think Honduras tells Kuwait that they should feel comfortable investing in ZEDEs because Honduras promises not to get rid of them for 50 years. I don’t have anywhere near the understanding of international law I would need to know if this is actually binding. Could a future ZEDE-hostile Honduran Congress repeal this treaty? Would that damage their international reputation? Precipitate the Great Honduras-Kuwait War Of 2036?
Great Irish Potato Famine

Great Irish Potato Famine is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between April 16, 2021 and April 16, 2021. The archive places it in contexts such as "present the heartbreaking case of the Great Irish Potato Famine". It most often appears alongside "The Rent Is Too Damn High!", 16th amendment, 1886.

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1
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April 16, 2021
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April 16, 2021
April 16, 2021 · Original source
Towards a Truly Free Market by John Medaille Appendices These are optional elaborations on sections I glossed over because the Book Review Is Too Damn Long. Appendix A: George Dunks on Malthusianism Malthusianism in George's time was wildly popular, and often invoked by the ascendant proponents of Social Darwinism who took Charles Darwin's theory of "survival of the fittest" and recast it as a moral justification for the Just World Hypothesis. Essentially, those that are doing well do so because they are more "fit", and those that are less "fit" tend to perish, and furthermore, this brutal process will actively "improve" the human race. This philosophy was the energizing intellectual force behind both the Eugenics movement and Nazi Germany. George clearly hates everything about this philosophy but attempts to steel-man it anyways: The Malthusian doctrine, as at present held, may be thus stated in its strongest and least objectionable form: That population, constantly tending to increase, must, when unrestrained, ultimately press against the limits of subsistence, not as against a fixed, but as against an elastic barrier, which makes the procurement of subsistence progressively more and more difficult. And thus, wherever reproduction has had time to assert its power, and is unchecked by prudence, there must exist that degree of want which will keep population within the bounds of subsistence. The weak form of Malthusianism is "people are as dumb as deer and will breed endlessly until there's not enough food and everyone starves to death." The strong form of Malthusianism is, "of course people aren't mindless deer charging into a brick wall, but there is a firm upper limit that can only give so much before nature will cull the herd without mercy." And by George, we can't just dismiss the strong form out of hand: "what seems clearer than that there are too many people?" However, George is suspicious of how easily the Malthusian theory justifies contemporary economic assumptions and assuages the moral sensibilities of the establishment: The great cause of the triumph of this theory is that, instead of menacing any vested right or antagonizing any powerful interest, it is eminently soothing and reassuring to the classes who, wielding the power of wealth, largely dominate thought... It furnishes a philosophy by which Dives as he feasts can shut out the image of Lazarus who faints with hunger at his door; He points out how it lets self-styled "Good Christian Men" reframe their own greed and indifference as just plain good sense: In this view, he who in the midst of want has accumulated wealth, has but fenced in a little oasis from the driving sand which else would have overwhelmed it. He has gained for himself, but has hurt nobody. And even if the rich were literally to obey the injunctions of Christ and divide their wealth among the poor, nothing would be gained. (Aside: I've heard this exact defense offered by many of my fellow Christians) Okay, George makes a strong moral case. But a moral case isn't enough, and I think this is where many activists of all political stripes go wrong. If you attack the premises of an idea as "dangerous" because it could lead to bad consequences, you're still stuck with a real problem if the premises that animate that "dangerous" idea turn out to be actually true. If they're true we're stuck with them, and unless your competing policy admits to the same grim facts, your opponent will just dismiss your entire argument and more importantly, so will their audience. But if the premises aren't true, then the dangerous and scary policy prescription – say, "let the Irish starve to death" – is both evil and unnecessary. History has shown that many officials will shrug their shoulders at "evil" policies so long as they believe them to be "necessary." Cool, we've established that Malthusianism is bad. Now let's establish that it's wrong. A Brief Interlude from the Future From where we're sitting in 2021, we don't even need George to refute Malthusianism, history has done that for us. Instead of increasing at an exponential rate, fertility rates are crashing all over the world. Not in one country, but in virtually every country, and in many the birth rate is already below replacement. Fertility rates have been crashing so hard that some are calling it a "Global Fertility Crisis." The absolute size of the human population is still growing, but this is just due to inertia; the human population will peak somewhere between 9 and 10 billion in the 2060's, and then decline from there. The two main things Malthus got wrong were failing to anticipate 1) advances in food production technology like the Green Revolution, and 2) that humans can control their own fertility rates. George's strongest arguments against Malthusianism strike directly at the provably false claims of its 19th century proponents and provide some extremely salient applications of George's philosophy. George takes up the cause of India, China, and Ireland, which were often cited as examples of "overpopulated" countries where many have starved and been forced to emigrate. Per the Malthusians, this is the fault of too many of these poor, ignorant, and deficient people crammed together in too small a space. By George, it can't be the fault of population density – in his time, Germany, Belgium, England, Netherlands and Italy all have higher population densities than India, China, and Ireland, and could therefore support higher populations with the right conditions. And there's certainly nothing wrong with the people themselves: This arises from no innate deficiency in the people, for the Hindoo, as comparative philology has shown, is of our own blood, and China possessed a high degree of civilization and the rudiments of the most important modern inventions when our ancestors were wandering savages. Instead: It arises from the form which the social organization has in both countries taken, which has shackled productive power and robbed industry of its reward. India is poor not because it has too many Indians, but because it is oppressed by too many Englishmen: The millions of India have bowed their necks beneath the yokes of many conquerors, but worse of all is the steady grinding weight of English domination... India now is like a great estate owned by an absentee and alien landlord George gives us lots of details about the plight of India, China, and Ireland, but for the sake of brevity I'm just going to present the heartbreaking case of the Great Irish Potato Famine and let it stand in for all three. To sum up, from 1845 to 1852 there was a period of mass starvation and disease in Ireland. About one million people died, and another million fled the country. The entire population dropped by about 25%: The extreme poverty of the peasantry and the low rate of wages there prevailing, the Irish famine, and Irish emigration, are constantly referred to as a demonstration of the Malthusian theory worked out under the eyes of the civilized world. Many prominent intellectuals of the day looked at the crisis, shook their heads, and said – what do you expect when those ignorant Irish Catholics breed like rabbits and strain Ireland's carrying capacity to its limit? It's just natural selection at work! George will have none of it: The laborer was just as effectually stripped by as merciless a horde of landlords, among whom the soil had been divided as their absolute possession, regardless of any rights of those who lived upon it. Okay, they had to pay some rent, so what? Didn't they bring their suffering on themselves? Why, the intellectuals ask, didn't the Irish work harder, why did they not improve their local economy and agricultural base? And most importantly, why did they depend on a single monoculture crop (the potato) if a single blight could knock out their entire food supply? By George, because The Rent Was Too Damn High! tenants... even if the rack-rents which they were forced to pay had permitted them, did not dare to make improvements which would have been but the signal for an increase of rent. Labor was thus applied in the most inefficient and wasteful manner. (emphases mine) The Irish were really trapped. Working harder to improve the farmland to increase its yield could actually leave them worse off. Any increase in their land's productivity goes to the landlord in the form of increased rents. But even this structural impoverishment of the land wasn't sufficient to cause the famine. Ireland still produced enough food to feed its people: For when her population was at its highest, Ireland was a food-exporting country. Even during the famine, grain and meat and butter and cheese were carted for exportation along roads lined with the starving and past trenches in which the dead were piled. People were literally starving and dying, but because of the structure of land ownership they couldn't even pay their rent, let alone purchase the food grown from their own lands and raised with their own hands. Since the local population couldn't afford it, the (English) landlords sold it abroad to the highest bidder. It went not as an exchange, but as a tribute – to pay the rent of absentee landlords; a levy wrung from producers by those who in no wise contributed to production... they lived on the potato, because rack-rents stripped everything else from them. The Rent Is Too Damn High, and it's not because the designated underclass of the day have too many babies or are too uneducated, too ignorant, too religious, too lazy, or too foreign. George gets really mad about this, and calls out John Stuart Mill and Henry Thomas Buckle by name for lending credence to the Malthusian explanation of Ireland's suffering. I know of nothing better calculated to make the blood boil than the cold accounts of the grasping, grinding tyranny to which the Irish people have been subjected, and to which, and not to any inability of the land to support its population, Irish pauperism and Irish famine are to be attributed; and were it not for the enervating effect which the history of the world proves to be everywhere the result of abject poverty, it would be difficult to resist something like a feeling of contempt for a race who, stung by such wrongs, have only occasionally murdered a landlord! Appendix B: George dunks on the Conventional Laws of Distribution Conventional Law 1: Wages aredetermined by the ratio between capital devoted to the payment & subsistence of labor, divided up by the number of laborers. Conventional Law 2: Rent is determined by something called the "margin of production," AKA the "margin of cultivation." What's that? Let L be some land. Let W be the worst land available. Let A = the produce L makes. Let B = the produce you get applying the same amount of labor and capital to W. The Rent of L is given by A - B. The margin of production/cultivation is the difference between how much you can produce from a particular piece of land compared to the least productive alternative. This is the only conventional law of distribution that George accepts as correct. Conventional Law 3: Interest is the ratio between capital demanded by borrowers and supplied by lenders, falling as wages rise and vice versa. To quote Mill, interest is determined "by the cost of labor to the capitalist." The problem with these three laws is if Land, Labor, and Capital are the only three factors of production, and each gets its own return, than the three returns should balance. In other words: Return to Production = Rent + Wages + Interest If your three returns sum to more or less than 100% of the return to production, something's off, and George says the old laws don't add up – the only one of these he accepts is the law of rent. What's wrong with the other two? First we've got to stop using "profits" to mean a return to capital. If we look into a profit stream, we see more than one kind of thing. Conventional economists list the following: Wages of "superintendence"
Great Petunia Carnage Of 2017

Great Petunia Carnage Of 2017 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 "leading to the Great Petunia Carnage Of 2017". It most often appears alongside @a_centrism, @amplituhedron, AISafetySupport.com.

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July 01, 2022 · Original source
52: Some scientists genetic engineered an orange petunia, then closed the experiment down and forgot about it. Then - and nobody knows how - orange petunias were spotted growing at various locations around the world. Regulators panicked, leading to the Great Petunia Carnage Of 2017.
Great Recession

Great Recession 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 "Congressional approval dipped below 20% during the Great Recession". It most often appears alongside Atlantic, Bill of Rights, CAA.

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Great Recession
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March 11, 2026
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March 11, 2026 · Original source
Everyone hates Congress. That poll showing that cockroaches are more popular than Congress is now thirteen years old, and things haven’t improved in those thirteen years. Congressional approval dipped below 20% during the Great Recession and hasn’t recovered since.
Great Salt Lake Fringe Festival

Great Salt Lake Fringe Festival 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 "it premiered in July 2024 with six sold-out shows at the Great Salt Lake Fringe Festival". It most often appears alongside 1DaySooner, Aatu Koskensilta, acanthamoeba keratitis.

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June 18, 2025
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June 18, 2025 · Original source
But we are laying the groundwork for a 2028 effort, both in the ways one might expect and in one rather unexpected way: I put my background in stand-up comedy to work by writing a play (!). It's a romantic comedy set in the context of a carbon tax ballot measure effort in Utah, it premiered in July 2024 with six sold-out shows at the Great Salt Lake Fringe Festival (videos, scripts, and more at Yoram-Com.com), and I'm continuing to work hard on improving the script, with the goal/dream of bringing the show to colleges around Utah to promote the 2028 campaign. I also adapted it into a movie script and entered a climate screenplay competition funded by NRDC. I didn't win (congrats to the folks who did) but I will try again next year and have entered other competitions … that's a pretty good metaphor for all the work that I and others have done on carbon pricing: lots of initial promise, followed by setbacks, and we'll see what happens next!
Great War

Great War is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between August 04, 2023 and August 04, 2023. The archive places it in contexts such as "When the Great War broke out"; "impossible debt burden placed on the country by the victors of the Great War". It most often appears alongside Academy’s School of Architecture, Adolf, Adolf Hitler.

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Great War
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August 04, 2023 · Original source
Our guide to Hitler is William L. Shirer. Shirer was an American journalist stationed in Berlin in the years leading up to World War II. He had the opportunity to observe first-hand the Nazi consolidation of power in Germany. In preparation for writing The Rise and Fall of the Third Reich, he supplemented his first-hand experience with an in-depth review of the German confidential papers captured by the Allies at the end of the War. He even corresponded with retired Nazi generals. He gives us a nice combination of eyewitness insight and research.
In 1913, Hitler moved to Munich in Germany, probably to avoid having to serve in the Austrian army alongside his Jewish and Slavic fellow-citizens. When the Great War broke out, he requested permission to serve in a German regiment. His request was granted and, in 1914, Hitler went to war.
In ho-hum times, people don’t want to risk extremism, but when they feel that things are falling apart, they’re vulnerable to the appeal of a Hilter. Weimar Germany was one crisis after another. From the beginning, it faced a legitimacy crisis. There was also the impossible debt burden placed on the country by the victors of the Great War. These crises led to the extremist environment which enabled a young Hitler to peddle his ideology, and build a Bavarian discussion club into the largest party in the nation. Then came the Depression, instrumental in convincing the middle class especially that they had nothing to lose by choosing Hilter. Shortly thereafter, the Reichstag fire rallied the nation behind the Nazi party.
Grenada Intervention

Grenada Intervention is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between June 24, 2022 and June 24, 2022. The archive places it in contexts such as "Grenada Intervention (1983): Reagan ordered an invasion". It most often appears alongside 501(c)(3), 80,000 Hours, 9/11.

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Grenada Intervention
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June 24, 2022 · Original source
Grenada Intervention (1983): Reagan ordered an invasion, not out of self-defence nor with UNSC approval (in fact voted against by UN general assembly 108 to 9), of the small island off the coast of Venezuela where its communist military junta came into power
Griggs

Griggs is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between May 07, 2024 and May 07, 2024. The archive places it in contexts such as "In Griggs, there was direct evidence from the employer's own experience". It most often appears alongside affirmative action, Africa, African National Congress.

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Griggs
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May 07, 2024 · Original source
There definitely used to be a tech industry exception - or rather the tech industry was flagrantly violating CR hiring rules and getting away with it because it was so new and shiny and prestigious. Google's famous interview questions were thinly disguised IQ tests and other companies had similar practices. Of course the result was massive disparate impact. However, Griggs vs Duke Power Co does allow employers to use tests narrowly tailored for the job, and possibly EEOC bureaucrats could not figure out how to argue that coding-based tests like Google's are not legitimate or that hiring good software engineers is not a compelling enough business interest to set aside disparate impact requirements.
Why was Duke Power Co decided the way it was, since they asked people to take a mechanical aptitude test for a mechanical job? Sam kindly answered: 1) He may be right about that (I don't know actually) but even if he is right, so what? If a test is relevant to a job, that evidence will apply to each worksite. It's not like there's some affirmative requirement that employers prove the test works before they can implement it--they can do whatever they want and the only check is a lawsuit. A plaintiffs' attorney is not going to bring that case if it doesn't have some evidence the 2) Very easy. You just have to show there is a “manifest relationship to the employment in question" (a more lenient standard added by subsequent more conservative courts) then the burden shifts to the plaintiffs to prove its not legitimate or that the employer could achieve the same goal in a way that doesn't have a disparate impact. In Griggs, there was direct evidence from the employer's own experience that the test they were using was uncorrelated with job performance. 3) That is likely enough. But if, for example, their experience showed that people with a criminal history were no likelier to be violent and criminal than that argument would rightly fail. I think it is also unlikely the EEOC will win this case in the current legal environment. 4) As I said above, if you read the actual case, the facts were that the test did not predict success at the job. This turns out to be very common. More discussion of Duke v. Griggs - this is all coming from one very long thread, which you might prefer to read directly, starting with Mr. Doolittle: I don't think the EEOC is being disingenuous when they think a company is discriminating. Their perspective is coming from the side that sees actual discrimination, often hidden behind convenient stories. Read Duke Power sometime in detail - there's no doubt that the company was flagrantly discriminating and lying about it. That said, I don't think the EEOC has an actual problem with merit tests like Google having someone write code for a coding job. They have a real problem with mission-creep tests (like requiring that coding test for lower level employees) or anything that might be a hidden way to discriminate. I think they also have some true-believer "woke" types that really think that any disparate impact is hidden discrimination, but for legal reasons this is significantly less prevalent than in other "woke-adjacent" contexts. Bob Frank (blog) writes: » “Read Duke Power sometime in detail - there's no doubt that the company was flagrantly discriminating and lying about it.” ...which was quite adequately remedied at the appeals court level. The plaintiffs got everything they could have reasonably wanted. But the EEOC didn't want to fix the problem they were ostensibly suing over; they wanted to use it as a premise to push their social agenda, so they appealed to the Supreme Court, and we ended up with one of the most damaging rulings in history. I wrote about this in some detail last year: Forewarned Is Forearmed The Most Significant Case You've Never Heard Of People often think of the 1960s as a tumultuous time in our nation’s history, but in many ways the real damage was done in the 1970s. The 70s was a time when a lot of the chaos of the 60s settled down, but unfortunately it didn’t happen by conditions getting back to normal so much as by surrender, assimilating the chaos into a “new normal” that was sig… Read more 3 years ago · 5 likes · Bob Frank gdanning writes: Your article refers to what you call "Duke Power’s use of industry-standard aptitude tests in employment decisions. " But here are the actual facts: » ”The Company added a further requirement for new employees on July 2, 1965, the date on which Title VII became effective. To qualify for placement in any but the Labor Department it became necessary to register satisfactory scores on two professionally prepared aptitude 428*428 tests, as well as to have a high school education. Completion of high school alone continued to render employees eligible for transfer to the four desirable departments from which Negroes had been excluded if the incumbent had been employed prior to the time of the new requirement. In September 1965 the Company began to permit incumbent employees who lacked a high school education to qualify for transfer from Labor or Coal Handling to an "inside" job by passing two tests— the Wonderlic Personnel Test, which purports to measure general intelligence, and the Bennett Mechanical Comprehension Test. Neither was directed or intended to measure the ability to learn to perform a particular job or category of jobs […] » On the record before us, neither the high school completion requirement nor the general intelligence test is shown to bear a demonstrable relationship to successful performance of the jobs for which it was used. Both were adopted, as the Court of Appeals noted, without meaningful study of their relationship to job-performance ability. Rather, a vice president of the Company testified, the requirements were instituted on the Company's judgment that they generally would improve the overall quality of the work force. » The evidence, however, shows that employees who have not completed high school or taken the tests have continued to perform satisfactorily and make progress in departments for which the high school and test criteria are now used.” This leaves me with more questions than it answers. For example, if a company hasn’t explicitly measured how tests correlate with performance (which I assume is the case with most tests), are the tests okay or not? Also, could someone who’s annoyed at ballooning degree requirements (eg me) sue every company that requires a college degree, asking them to prove that it’s really necessary? Steve Sailer describes his personal experience: I worked for a marketing research startup firm from 1982-2000. In 1982, our hiring exam was the final exam given by one of our founders, a college professor, in his Quantitative Methods in Marketing Research course. It was a great test, and we hired a lot of good people in the 1980s. Our biggest client gave a similar exam and hired a lot of good people. When the EEOC went after our biggest, most prestigious client over their hiring exam, the firm then spent a lot of money on consulting firms to have it validated as related to work performance to the necessary legal standard. And they continued to hire good people. In contrast, when the EEOC finally noticed us in the 1990s, we found out how much it would cost to validate our exam and decided to save money by throwing it out. That turned out to penny wise and pound foolish. If this is true, it sounds like the burden of proof is on the test-giver, and it’s a pretty high burden. I don’t know how this meshes with what Sam B is saying, unless Steve’s experience was before the change in the law that Sam mentions. Hadi Khan (blog) writes: » “As I said above, if you read the actual case, the facts were that the test did not predict success at the job. This turns out to be very common.” This does not mean the test isn't a good test in the sense that it doesn't measure job performance. See how there is no correlation between a players height in the NBA and how well they perform. This is because if there was a correlation then selectors would be leaving money on the table and they could improve their selection for the coming year by increasing the weighting on height (compared to everything else), which would in turn reduce the amount of correlation. Rinse and repeat until there is no correlation left. The test not predicting job performance could equivalently mean that Duke Power had a very well calibrated way to choose their employees where they were prefectly capturing the information from the apitutde test compared to all the other factors involved in hiring. Indeed the fact that this turns out to be very common suggests to me that this is going on here (and elsewhere). Good point! I don’t know when the correlation between test score and job performance was measured, and whether it should be expected to have this problem. 5: The Origins Of Modern Wokeness (again, you might want to read Hanania’s post answering objectors on this point) Carateca writes: I hew more to the Tumblr theory of the origins of woke (Katherine Dee has written about this, although at infuriatingly short length.) All this was incubated on Tumblr by mentally ill teenagers in the mid-00s, expanded from there to various web forums/proto-social media of the era such as Something Awful and Livejournal where the mentally ill teenagers could gain cultural or moderation power, and then exploded onto Twitter where it cowed cultural leaders into compliance and suddenly people at your office were putting pronouns in their bios, doing land acknowledgments and sterilizing their kids. Civil rights law under this theory was a weapon for the woke to pick up, not the cause of the problem. (Edit: and not even that relevant of a weapon, regardless of its merit otherwise; wokeness's greatest damage is cultural, not legal.) I agree with the Tumblr theory too, though I think some blogs (eg Shakesville, Pandagon) might have been closer to Patient Zero. I continue to be a little confused how and why stuff that deranged teenagers were discussing on microblogs made it to the halls of power, and I would appreciate a more focused Origins Of Woke book discussing this process. Desertopa writes: So, I don't think I'm qualified to write that book, and if anything I'm less qualified now than I was twelve years or so ago, since it's been a long while since I've brushed up on the source material. But I think I'm better versed in what went into it than most people, and I'm prepared to at least take a stab at a substack comment on the subject. My impression, as of around 2009, before people identified "woke" as a thing, and before the social justice subculture that gave rise to the term had really solidified, but at a point when it was distinctly trending in that direction, is that the movement was essentially a result of academic ideas filtered through a specific, mostly online social context. While a lot of people, especially back then, would argue that the academic basis of the movement was sound, but often interpreted poorly by radical ideologues, my impression, as someone who read a lot more of the actual academic work than most, is that this was a mistaken interpretation, that the academic work actually *was* written largely by radical ideologues in the first place, and simply dressed up in language suited to an academic audience. I still identify as much more left wing than right wing, and this was even more the case at the time, since the far left end hadn't moved nearly as far away from me at that point. But, my impression is that at least as far back as the aftermath of the Civil Rights Movement, there was a balance between the left and right wings on issues of racial and gender justice etc. where both sides essentially held to the norms of trying to enact their desired changes via collective political action and measured civil disobedience, with the left wing making more or less continual progress against the right, until the left wing decided to defect first. This began in academia, with writers who framed the issue of racial justice essentially in terms of existential warfare. Basically "we are opposed by a group of ideological enemies who are trying to destroy us and everything we represent. The mechanisms of gradual change collective political action and measured civil disobedience are fundamentally aligned against us in the favor of our ideological enemies, thus we have to break away from those and fight with tools which fundamentally favor our cause in order to be able to effectively defend ourselves." Because the writers in question were academics with cushy university positions, their actual mechanism of political action was writing books arguing people ought to do these things, which were mostly only read by other academics and ignored by the general populace. But when social justice started becoming a major component of the online subculture which was incubating in the mid to late 2000s, although only a minority of people actually read the work of actual academics on the subject, people who did were extremely influential in the movement, and ideas which originated in academia propagated to fixation through it. In the earlier days of the social justice movement, there were separate strains which cooperated on object-level goals, but disagreed over big-picture questions like "should we frame social agendas in terms of Us vs. Them conflict drawn around identity groups, or in terms of alignment with philosophical goals?" and "should we attempt to move towards progressively more colorblind ideals of egalitarianism, or ones which consciously privilege minority groups?" The identitarian strain eventually became more or less hegemonic over the movement, partly I think because it's an easier sell based on ordinary patterns of human thought (we've been engaged in identitarian tribal conflict for the entirety of human history,) and partly because almost all the academic underpinning behind the movement actually argued in support of the identitarian strain. I personally started to distance myself from the social justice movement around 2009, while remaining broadly aligned with its object-level goals, in large part because I started reading enough of the academic philosophy behind it to realize that the academics other people were treating as foundational figures (even if most of them didn't actually read their work) were essentially arguing that we needed to abandon the societal institution of liberalism because it was fundamentally aligned against the goals of social justice, while failing to acknowledge that the mechanisms of liberalism had been producing consistent incremental gains for social justice for the last several decades. This is also how I remember things. The part that seems mysterious to me is how the left defected from pre-existing norms so successfully - or rather, if defection gave such an obvious advantage, how the pre-existing norms had stayed in place before. Neike Taika-Tessaro writes: Interestingly, I was going to say Hanania's missing element could just be graphs like these: i.e. affirmative action laid the groundwork for this, then people connected, coordinated, and used it much more aggressively. I feel like that's basically what you're saying, except that what I'm (ignorantly) ascribing to Hanania here and what you're saying disagree on the cause. I guess in Hanania's framing, wokeness was inevitable once affirmative action existed in the legal framework; whereas in Dee's faming, wokeness was not inevitable once affirmative action existed, but is a separate phenomenon that then seized upon the tool. I'm probably doing both of them an injustice with that, mind. (To be clear, I'm not in the US and avoid most social media, so I don't particularly have opinions on this either way, I just immediately thought 'the internet' when Scott referred to the cultural turn between 2010 and 2015 and asked "Why would 1964 and 1991 laws turn wokeness into a huge deal in 2015?".) Yeah, something like this also has to be part of the picture, although I still don’t feel like I understand the mechanism well enough that I could have predicted this ahead of time. More patient zero speculation, from MarsDragon: Historical nitpick: it's less that Tumblr infected LiveJournal so much as LJ users were forced to move to Tumblr as LJ got increasingly difficult to use starting around 2009-2010. The migration had more or less completed by 2012. Tumblr being so much more of a "modern" social media platform where it was easy to repost content and you got a random jumble of posts instead of a carefully-curated set of friends made it much easier for social justice thinking to spread. I think the whole shift to showing users a melange of content instead of a staid list of people the user chose to follow was a big driver of that sort of thinking. It allowed ideas to spread, upped controversy, and drives that sort of "we must purge this!" was of thinking. The LiveJournal experts here say the key event to look at was Racefail, when, according to Carateca: I had a front row seat and it was remarkable how the whole superstructure of a totalitarian state just congealed out of thin air in days and instantly took over a whole subculture. Sometimes I think that if Charlie Stross and the rest of them had just had some fucking balls and stood up to the bullies -- or, hell, just pushed the block button a few times -- none of this would ever have happened. I support any theory that lets us blame everything on Charlie Stross. naraburns writes: Anyway, I would argue that "woke" does not begin with civil rights law, but rather that both are the result of the same intellectual tradition. "Woke" attitudes are basically analogous to what was called "cultural Marxism" decades ago (see e.g. Weiner's (1981) "Cultural Marxism and Political Sociology"), but since "Cultural Marxism" has been retconned as an anti-Semitic conspiracy theory, people needed a different name for it. The linguistic treadmill is merciless, especially when dealing with political movements attempting to escape accountability for their past failures (or successes). I agree that there’s a crappy trick that goes: Take a thing that you don’t want people to be allowed to talk about. For example, maybe Coca-Cola doesn’t want people to talk about how soda makes you fat.
A civil rights attorney said Griggs didn’t ban tests unless they were obviously discriminatory, and then some people wrote in saying they’d been sued or scared out of using good, non-discriminatory tests. I think the most likely way to reconcile all the differing perspectives is that you can probably get away with using most tests if you argue in court that they’re justified, but people don’t want to be sued so they don’t try it. I still don’t feel like I know important facts like how often test-users get sued, or who the burden of proof is on, or how strong it is, or what happens if there’s not enough data to be sure, or whether the courts are aware of / rule out collider bias. But I’m still not sure of any of this.
Groundhog Day

Groundhog Day is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between March 03, 2026 and March 03, 2026. The archive places it in contexts such as "Punxsutawney Phil, the famous Groundhog Day groundhog"; "Speaking of Groundhog Day, we’re bombing the Middle East again". It most often appears alongside 2024 US election, 2026 elections, Agent Economy Of The Future.

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Groundhog Day
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March 03, 2026
March 03, 2026 · Original source
I’m very interested in creating better prediction markets about the fairness of the 2026 elections. If anyone has ideas for how to do this, let me know. Groundhog Day Tweeted by the National Weather Service’s New York City branch:
Punxsutawney Phil, the famous Groundhog Day groundhog, actually has less than 50% accuracy in predicting the length of winter. At what point do we flip the legend and say that there’s more winter if he doesn’t see his shadow?
Speaking of Groundhog Day, we’re bombing the Middle East again. Here’s what the markets have to say:
Growth Summit

Growth Summit 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 "co-organized the Growth Summit". It most often appears alongside 1DaySooner, Aatu Koskensilta, acanthamoeba keratitis.

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Growth Summit
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June 18, 2025
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June 18, 2025
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.
Gupta on Enlightenment

Gupta on Enlightenment is a recurring event in the Astral Codex Ten archive, appearing 1 times across 1 issues between July 26, 2025 and July 26, 2025. The archive places it in contexts such as "the comments section has ever got (beyond the very early days) was on the post Gupta on Enlightenment". It most often appears alongside 4chan, ACX, ACX.

Reference entry
Gupta on Enlightenment
Mention count
1
Issue count
1
First seen
July 26, 2025
Last seen
July 26, 2025
July 26, 2025 · Original source
The graph above shows the output of these two approaches. This is a really weird result, which defies easy explanation. Toxicity goes down over the whole SSC era, then starts ticking back up again from the ACX era. If you allow for a bit more variability in the simpler measure, the fancy neural network closely tracks the number of times we call each other ‘retards’ or ‘dumbasses’, which you would expect to track overall toxicity quite closely. This suggests the neural network is keying in on actual toxicity, rather than polite discussions which happen to involve contested or sensitive concepts. One caveat is that the ACX Commentariat is not very toxic to begin with, so the ‘toxicity’ metric may not be sensitive enough to capture the sort of politeness which the Commentariat values. In 2013, at peak toxicity, the toxicity score maxed out at 0.04 (the spike in October 2013 seems to be related to attracting some external neo-reactionaries (very roughly the precursor ideology to the modern alt-right) to comment on this post. In 2021, the lowest toxicity ever was reached at around 0.01. This means that a typical comment would be around 4% likely to be perceived as toxic by a human reader in 2013, but by 2021 this has fallen to 1%. Here is a snippet of a comment which is rated as having a 1% chance of being perceived as toxic by a human, written by John Schilling: The purpose of war is, roughly speaking, to settle the question of whose police get to enforce which laws in a region, and since Catalonia isn’t going to do anything more than say, “We’re going to make you look like Evil Meanies on TV and Youtube if you don’t pull back your policemen and let us have our own”, that point is moot. [Link] By contrast, if you promise to draw your fainting couch nearby, here is a snippet of a comment which is rated as having a 4% chance of being perceived as toxic by a human, written by Maximum Limelihood: Being fired means nothing about the speed you’re learning at. It means that the employer overestimated how much you *already* knew. …. Unfortunately, it doesn’t matter how great you’ll be at coding in a year when you’re costing me time and training effort today [Link] The most toxic the comments section has ever got (beyond the very early days) was on the post Gupta on Enlightenment. I feel like the comments section on this post should be part of the ACX main canon because it is so cosmically hilarious. It concerns a man name Vinay Gupta (founder of a blockchain-based dating website) and his claims to have reached enlightenment. Some people in the comments are sceptical that Vinay Gupta is indeed an enlightened being, citing that enlightened people don’t typically found blockchain-based dating websites. A new forum poster with the handle ‘Vinay Gupta’, claiming to be Vinay Gupta and writing in a very similar style to the actual Vinay Gupta, turns up and starts arguing with everyone in an extremely toxic way (in the objective sense that his comments score very highly on the toxic-bert scoring system), which provokes more merriment that a self-described enlightened being would deploy such classic internet tough-guy approaches as ‘I don’t think much of a four-on-one face off against untrained opponents’ (link) and ‘this board is filled with self-satisfied assholes who feel free to hold forth on whatever subject crosses their minds, with the absolute certainty that they’re the smartest people in the room’ (link, no further comment…). More prosaically, this is a great example of what I was discussing earlier – the comment section is usually so civilised that a single individual turning up and acting out of the Commentariat norms is enough to make it the most toxic discussion which has ever taken place. Of Scott’s classic posts, the most toxic the comment section has ever become was on Radicalising the Romanceless. The least toxic the comments section has ever been are the posts on Scott’s conworld, Raikoth (technically the Raikoth post on history and religion specifically, but the whole series is so good I’ve linked to the index). Complexity of thought
GWWC Pledge

GWWC Pledge 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 "everyone who took the GWWC Pledge recently because of my post on the topic". It most often appears alongside ACX, AI 2027, AI Lab Watch.

Reference entry
GWWC Pledge
Mention count
1
Issue count
1
First seen
December 22, 2025
Last seen
December 22, 2025
December 22, 2025 · Original source
4: Thank you so much, and congratulations, to everyone who took the GWWC Pledge recently because of my post on the topic (a GWWC staff member told me Friday that it was 30 full pledges and 13 trial pledges, but more have come in since then). I’ve tried to give the promised permanent subscription to everyone involved. If you signed up but didn’t get yours, then either I didn’t see you, I misclicked something, or you have some kind of weird no-email-registered account that I can’t give subscriptions to - in any case, please email me at scott@slatestarcodex.com and we can sort it out. Please include in your email the address you’re registered on Substack with, if it’s different from the address you’re emailing me with.