Astral Codex Ten

House

33 min read

House

Article

House is a recurring organization in the Astral Codex Ten archive, appearing 6 times across 6 issues between April 05, 2021 and March 03, 2026. The archive places it in contexts such as “Democrats keep the House”; “Remember also that it’s more likely the House and Senate both stay Republican”; “Democrats take control of the House in midterms”. It most often appears alongside Senate, Biden, Trump.

Metadata

  • Category: Organizations
  • Mention count: 6
  • Issue count: 6
  • First seen: April 05, 2021
  • Last seen: March 03, 2026

Appears In

Source Context

Recovered passages from the original issue text. When the raw archive preserved outbound links inside the source passage, they are listed directly under the quote.

2020 Predictions: Calibration Results
April 05, 2021 · Original source
CORONAVIRUS: 1. Bay Area lockdown (eg restaurants closed) will be extended beyond June 15: 60% 2. …until Election Day: 10% 3. Fewer than 100,000 US coronavirus deaths: 10% 4. Fewer than 300,000 US coronavirus deaths: 50% 5. Fewer than 3 million US coronavirus deaths: 90% 6. US has highest official death toll of any country: 80% 7. US has highest death toll as per expert guesses of real numbers: 70% 8. NYC widely considered worst-hit US city: 90% 9. China’s (official) case number goes from its current 82,000 to 100,000 by the end of the year: 70% 10. A coronavirus vaccine has been approved for general use and given to at least 10,000 people somewhere in the First World: 50% 11. Best scientific consensus ends up being that hydroxychloroquine was significantly effective: 20% 12. I personally will get coronavirus (as per my best guess if I had it; positive test not needed): 30% 13. Someone I am close to (housemate or close family member) will get coronavirus: 60% 14. General consensus is that we (April 2020 US) were overreacting: 50% 15. General consensus is that we (April 2020 US) were underreacting: 20% 16. General consensus is that summer made coronavirus significantly less dangerous: 70% 17. …and there is a catastrophic (50K+ US deaths, or more major lockdowns, after at least a month without these things) second wave in autumn: 30% 18. I personally am back to working not-at-home: 90% 19. At least half of states send every voter a mail-in ballot in 2020 presidential election: 20% 20. PredictIt is uncertain (less than 95% sure) who won the presidential election for more than 24 hours after Election Day. 20%
Inline links: 3. Fewer than 100,000 US coronavirus deaths: 10%
POLITICS: 21. Democrats nominate Biden, and he remains nominee on Election Day: 90% 22. Balance of evidence available on Election Day supports (as per my opinion) Tara Reade accusation: 90% 23. Conditional on me asking about Reade on SSC survey, average survey-taker’s credence in her accusation is greater than 50%: 70% 24. …greater than 75%: 10% 25. …greater than credence in Kavanaugh accusation asked in the same format: 40% 26. Trump is re-elected President: 50% 27. Democrats keep the House: 70% 28. Republicans keep the Senate: 50% 29. Trump approval rating higher than 43% on June 1: 30% 30. Biden polling higher than Trump on June 1: 70% 31. At least one new Supreme Court Justice: 20% 32. I vote Democrat for President: 80% 33. Boris still UK PM: 90% 34. No new state leaves EU: 90% 35. UK, EU extend “transition” trade deal: 80% 36. Kim Jong-Un alive and in power: 60%
Inline links: 26. Trump is re-elected President: 50%
FRIENDS: 60. No new long-term (1 month +) residents at group house by the end of the year: 70% 61. Koios has said his first clear comprehensible word: 50% 62. [redacted] still lives here at the end of the year: 40% 63. [redacted] still lives here at the end of the year: 60% 64. [redacted] still lives here at the end of the year: 80% 65. [redacted] still lives here at the end of the year: 80% 66. I still live here at the end of the year: 95% 67. [redacted]: 10% 68. Quarantine has lifted enough to restart regular D&D game: 95% 69. [redacted] and [redacted] are still dating: 80% 70. [redacted] and [redacted] are still dating: 80% 71. [redacted]: 50%
Inline links: 61. Koios has said his first clear comprehensible word: 50%
Mantic Monday: Grading My Trump Predictions
April 19, 2021 · Original source
Remember also that it’s more likely the House and Senate both stay Republican than that they both switch to being Democrat. So if Hillary is elected, she’ll probably spend four years smashing her head against Congress; if Trump is elected, he will probably get a lot of what he wants.
The House and Senate were both Republican for Trump's first two years, after which the House became Democratic. But Trump still managed to get surprisingly little of what he wanted, even assuming "want" is a coherent emotion to attribute to him. D.
Correct. In fact, I should have been more extreme here - Trump deported fewer people during his first four years than Obama did during his first four years!
Inline links: Correct
22
October 18, 2022 · Original source
Polls this year look bad for Senate Republicans. Pollsters’ simulations give them a 22% chance (Economist), 34% chance (538), or 37% chance (RaceToTheWH) of taking power. Even Mitch McConnell has admitted he has only “a 50-50 proposition” of winning.
Inline links: Economist, 538, RaceToTheWH, has admitted
One of my hopes for forecasting is that it eventually becomes so well-validated that decision-makers can take these kinds of considerations into account: “Should we sent ATACMS missiles to Ukraine? It would have such-and-such benefits, but also increase the risk of nuclear escalation by 3.6%, is it worth it?” We can’t directly compare Samotsvety and Swift because they’re predicting over different time periods. But assuming that there’s more risk in the next six months than in the six months after that, I think Samotsvety is a little higher but they’re not embarrassingly far off. Metaculus is a bit more optimistic than either, believing there’s only a 4% chance of detonation in Ukraine in 2023 and a 7% chance of any use in the next ~year. Max Tegmark is going much higher than anyone else and says 16% chance of global nuclear war. Kalshi Applies For Election Markets Kalshi is a regulated and fully-legal prediction market with good lobbyists and a compliance team. This means the CFTC probably won’t randomly shut them down one day. But it also means they can only create new markets with CFTC permission. In July, Kalshi asked the CFTC for permission to make midterm election prediction markets - specifically, which party will win control of the House and Senate. The CFTC has said they will make a decision by October 28 (which doesn’t leave much time for predicting to happen before the November 8 election, but I guess it sets a precedent). September was the Request For Comment period, when the CFTC solicited comments from stakeholders about what they should do. Kalshi tried really hard to get lots of people to send in positive assessments - I know this because of how many people asked me “why is the CEO of Kalshi emailing me about this thing?” Their strategy seems to have worked; among the people who wrote to the CFTC in support were: A managing director at JP Morgan
Inline links: a 4% chance, a 7% chance, 16% chance, In July, they will make a decision by October 28, A managing director at JP Morgan
Some Practical Considerations Before Descending Into An Orgy Of Vengeance
July 23, 2024 · Original source
Any rule of the form “Don’t do X, unless you can think up a big pile of negative adjectives to describe why the people you’re doing X to deserve it” will simply never prevent anyone from doing X, not even once. 5. Most Cancellations Are Friendly Fire Postcards From Barsoom helpfully includes a list of the cancellations he finds most enraging. I agree most of them are enraging. But they’re not stories about Trump, Tucker Carlson, or Nick Fuentes. The median victim of cancel culture is some center-left college professor who sent out an email saying that he supports BLM but questions some of their tactics. (I would add David Shor to the list as an especially revealing case, and Al Franken as an especially clear own-goal) This is because you mostly get the critical mass necessary for cancellation in very leftist institutions, and most people in very leftist institutions are leftists. There’s a deeper problem here where pre-emptive fear of cancellation blocked rightists from joining these institutions in the first place. But in terms of actual cancellations, they’re usually some poor shmuck who put too few exclamation points after “BLM!!!!” Likewise, if there are right-wing cancellation squads, they won’t cancel Rachel Maddow or Kamala Harris. They’ll get some WSJ writer who puts too few exclamation points after “MAGA!!!!” 6. Cancellation Is The Enemy Of Competence Cancellation isn’t just morally bad. It also screws over society. And it screws over your own institutions worst of all. By society I mean: you want scientists to be producing good science, not producing the science least likely to get them cancelled. You want the Federal Reserve filled with the best economists, not the most politically pure economists. No matter how righteous your cause, if you cancel people who don’t agree with it, you end up with the kind of low-quality science and corrupt institutions we’ve grown used to recently. This is bad insofar as you care about things like truth, trust, or national flourishing. But even if you don’t care about those things, remember that cancellation is mostly friendly fire. Cancellers can’t 100% control broader society, but they do control their own party and its organs. I think this is part of why the Democratic Party is floundering right now. At the risk of getting cancelled myself, it kind of seems like Democrats now wish they’d put a little more of thought into picking a popular/electable VP in 2020 instead of the most diversity-box-ticking person they could find on short notice. Why didn’t they? Well, would you, as a Democratic Party insider, want to speak out against Kamala Harris, in f**king 2020 of all years? Obviously anyone who tried that would have been cancelled. So nobody spoke out against the decision, they went ahead with it, and now they’ve boxed themselves into a corner. You, too, can one day have a party this self-sabotaging and incapable of winning elections! All you need to do is adopt cancel culture! (“But we would only apply it to actually bad things, not to people on our own side just trying to warn us”. I’m pretty sure the Democrats didn’t go into this expecting to punish people on their own side trying to warn them, yet here we are.) 7. No, Seriously, This Is A Terrible Decision I think the Democrats as a political party are massively underperforming their fundamentals. They have most of the elites (elites, by definition, are powerful), most of the donor money, and their two main bases (college graduates and minorities) have both ballooned as a share of the population, while the Republicans’ (white people, rural people) are in decline. They control all the prestige media. Trump has no self-control and dozens of skeletons in his closet. How could they lose? There are many factors - inflation, Afghanistan, the Electoral College - but part of the story has to be that wokeness and cancel culture are historically unpopular. They produced short-term gains (as people became afraid to speak out against them) but long-term disaster (as their extremism alienated friends and fired up enemies). This is still just my optimistic prediction. But if conservatives ever in fact take enough power that they can wield cancellation more effectively than the Democrats, then it will have been borne out. In which case, you, too, will have the opportunity for short-term gains at the expense of alienating everybody with a backbone and/or conscience. What could possibly go wrong? 8. Don’t Go Mad With Power Until You Actually Get The Power I can’t remember if this is on the Evil Overlord List, but it should be. The right is still out of power. For one thing, Biden is still President. There’s even (according to betting markets) a 40% chance that the Dems win the next election. (The argument in this paragraph isn’t original, but I lost the link to it): Consider an undecided voter in a swing state. As an independent, they’re probably on the right on some issues and on the left on others. Many of them are probably former liberals who left the fold because of wokeness and cancel culture. Now they check out what right-wingers have to offer, and it’s “We also love cancel culture, we plan to drop all of our principles as soon as we win, anyone with lefty opinions should be terrified.” Doesn’t sound like a great advertisement. But also: even if Trump wins in a landslide, conservatives still won’t control the levers of cancel culture. Did the Republicans taking the White House, House, and Senate in 2016 end cancel culture? Did it even slow it down? Plus or minus a few civil rights laws, cancel culture isn’t implemented at the government level. It’s implemented at the level of media, institutions, and popular taste-making, which Democrats hold more firmly than federal government. Even if Trump wins, the median outcome of conservatives endorsing cancellation is that the few liberals in these institutions trying to restrain their worst tendencies get dismissed as useful idiots for conservatives who wouldn’t hesitate to cancel them if they were on the other side. Why mention this? Because the people talking about cancellation insist they’re “just being strategic” and “just laser-focused on winning” when in fact writing the blog posts at all reveals they couldn’t care less about any of these considerations. It’s psychological re-enactment, plain and simple. 9. There’s Probably Other Options “But we can’t just do nothing!” Unfreedom of conscience, like famine and plague, has haunted us throughout history and will probably continue to do so. Still, I think the very-long-range trend for all three problems is down, and that hard work by good people can push that forward. This will look like boring incremental progress, ie the only thing that has ever worked. Here are some possible subtasks: Politicians should dismantle the government apparatus propping up cancel culture. Certainly the sorts of things mentioned in the Twitter Files count here, but so do some of the civil rights stuff Richard Hanania talks about in Origins of Woke.
Inline links: Postcards From Barsoom, David Shor, Al Franken, Evil Overlord List, psychological re-enactment, Twitter Files, Origins of Woke
ACX Grants 1-3 Year Updates
June 18, 2025 · Original source
9: Mobile Slaughterhouses To Prevent African Swine Fever
Codebuff, an AI coding startup I probably can’t take full credit for all of this just from giving them $20K in seed funding, but I continue to appreciate everything they do for this community and the world. 35: Further S’s Political Career This person didn’t win their election, but has since pivoted to AI safety and works in a well-regarded AI policy think tank. 36: Seeds Of Science, A Journal Of Non-Traditional Research No update received, but this was a public journal and it is easy to follow their work, see their website and Substack. They published two dozen articles of widely varying quality through 2023 and 2024, then closed in 2025. A remnant of the original vision survives as a science blogging aggregator. This was about my median expectation for this grant, but it was very inexpensive and I decided to take a chance on it anyway. 37: Good Science Project, Working To Improve Federal Science Funding No update received, but they have a public Substack discussing their progress. Their proposals for NIH reform have influenced Congress and made government agencies pay more attention to scientific integrity. 38: Advising Developing Countries On How To Grow Their Economies With our initial ACX grant, we piloted the Growth Teams model in Rwanda, helping the government jumpstart the export-oriented call center (BPO) industry. Since 2022, that effort has contributed to the creation of 2,000 formal jobs and the emergence of some of the country’s largest private employers. We’ve since expanded to Tanzania, Malawi, and the Indian states of Goa and Meghalaya. To refocus the global development discourse on broad-based economic growth, we co-organized the Growth Summit with the Center for Global Development and the Charter Cities Institute, and have published articles in leading outlets including Stanford Social Innovation Review, ProMarket, and the Global Prosperity Institute. Our work has attracted support from Open Philanthropy, Schmidt Futures, and Mulago Foundation, and our advisors now include economists Lant Pritchett, Stefan Dercon, and Kunal Sen. 39: Help Luca De Leo Get Started In AI Safety Research No update received, but Luca now runs the AI safety group at the University of Buenos Aires, Argentina. 40: Typist For Saharon Shelah This was another ACXG+ Grant, funded by an anonymous outside funder and not listed in the original announcement. Saharon is a prolific and influential Israeli mathematician, but many of his discoveries are hand-written in an unpublishable format. This grant funded a typist to help make his results suitable for publication. According to this page, they have made over fifty new papers and preprints available. Second Cohort: One Year Updates 41: Lead-Acid Battery Recycling In Nigeria The Nigeria field research was a major success. We spent most of September doing field research in multiple major cities in Nigeria, and got a good sense of the used lead-acid battery supply chain. This field research served as the foundation for expanding our project, and has been very impactful in shaping our ongoing research. We published our findings from Nigeria, which were shared with Nigerian government regulators and global NGOs working on lead poisoning. The grant also gave us the on-the-ground experience we needed to both fully understand and credibly engage with groups, both in Nigeria and globally, on the ULAB issue. In the meantime, beyond continued research, we’ve also launched a dashboard (trade.leadbatteries.org) for analyzing global lead trade data. Right now, we’re: Launching two studies (one RCT, one environmental analysis) in Nigeria in collaboration with local universities to develop a more rigorous understanding of lead pollution due to low-standard ULAB recycling in Nigeria Collaborating with a non-profit incubator to launch an NGO focused on demand-side solutions Beginning a partnership with a West African environmental regulator to scale cheap air monitoring technology to quickly identify and reduce lead pollution from low-standard smelting If any of this sounds interesting to you, please sign up for our Substack (leadbatteries.substack.com) or send us an email at hugosmith@uchicago.edu! 42: Compensation For Kidney Donors The End Kidney Deaths Act (H.R. 2687 / EKDA) is a groundbreaking ten-year pilot program designed to save lives and reduce healthcare costs. It provides a refundable tax credit of $10,000 per year for five years, a total of $50,000, to living kidney donors who donate to a stranger, helping those who’ve waited the longest on the transplant list. Between 2010 and 2021, 100,000 Americans died while qualified and waiting for a kidney. The EKDA aims to change that trajectory. Within ten years of its passage, up to 100,000 Americans could receive a life-saving living donor kidney which typically lasts twice as long as a deceased donor kidney. This would not only save lives but also save taxpayers up to $37 billion. The legislation has been reintroduced in the House, and we have a committed Republican Senate lead. Now, we need a Democratic Senator to co-lead and help move this bipartisan effort forward. Time is short, and we are racing to pass the bill this Congressional session. 36 organizations already support the EKDA. Join the movement and help end preventable kidney deaths. Visit EndKidneyDeaths.org to help us get to the finish line. Elaine and her org have been working extremely hard on this; you can read a Vox article on their campaign here. If you want to sign up for her email list and get updates any time there is a representative you can contact or meeting you can join in, go here. 43: Genetic Hack To Prevent Suffering In the estimate of multiple team members, the ACX grant was “worth it” - it likely had a counterfactual net positive impact, even though we had to pivot from our initial fast-track plans for developing the precision anti-suffering therapy. We identify three primary streams of value: a) reducing uncertainty in the emerging field through early exploratory research, helping with the identification of dead ends and promising R&D trajectories; b) a wide range of downstream effects (beyond the “raising awareness” cliché), including talent mobilization and rekindled interest in suffering abolitionism as a distinct cause area; and c) certain developments that cannot yet be publicly disclosed. In December 2024, Marcin Kowrygo (Acting CEO & volunteering contributor), David Pearce (Director of Bioethics), Aatu Koskensilta (President), and a few other team members decided to leave The Far Out Initiative. They look forward to collaborating and applying their experience to advance the suffering abolitionist lineage in the spirit of open science, public good, and thoughtfully decentralized governance. Feel free to reach out to us at suffab at protonmail dot com to discuss collaboration opportunities! I wrote a post profiling the Far Out Initiative here. Unfortunately there were some internal disagreements, and the people ACX Grants was closest to left the organization. I plan to continue to monitor whatever they do next. 44: Advocate For Pandemic Response Team At FDA This team prefers has asked me not to discuss their progress publicly, but you can probably guess what their lives are like right now, and your guess would be correct. 45: Anti-Mosquito Drones We developed a cheap sonar that is able to detect, track and classify the ultrasonic echoes of mosquito wings at more than three meters. I believe it’s a world first! We also have control algorithms that take the sonar data and output control commands that both ram into mosquitoes and avoid the walls of a simulated environment. Our current work is on integrating both components on a real drone, and we expect to be able to kill mosquitoes by June. We’ve also made an internal impact study (napkin-sized) that shows we’ll be more cost-effective than ITNs in urban to periurban environments. So, we’re super excited with what comes next and can’t wait to share the videos of our first interceptions! More information [in the video below] and on our website, https://tornyol.com 46: Tarbell Fellowship For AI Journalism No update received, but they have a public website. I can’t find the Voices program in particular, but the overall fellowship completed their first class of seven fellows and is working on their second. 47: Germicidal UV Lamp Study The research has successfully demonstrated the ability of off the shelf ozone scrubbers to mitigate the ozone production of far-UVC lamps, is now available as a preprint (https://chemrxiv.org/engage/chemrxiv/article-details/67e4cde76dde43c9084d88b7). The paper has been submitted for publication and is currently undergoing peer review. Any ideas you have for potential funders we can approach to help execute our six-year plan to accelerate far-UVC would be appreciated https://blueprintbiosecurity.org/introducing-project-air/ 48: Technological Solutions To Animal Welfare Challenges Directly because of Innovate Animal Ag's work, the first U.S. egg producer publicly announced in the New York Times their adoption of in-ovo sexing technology, eliminating the need to cull day-old male chicks. The initial in-ovo sexing machine began operating in the U.S. at the end of 2024, with the first eggs from these hens expected on shelves in mid-2025. External evaluations estimate our work accelerated U.S. adoption of this technology by over seven years, meaning that once fully implemented, more than 2 billion chicks will have been spared. In addition to continuing to support the rollout of in-ovo sexing in the US and globally, we're now exploring other technologies and paths to impact. Current promising projects include developing humane slaughter methods for fish and advocating for USDA approval of a poultry vaccine against bird flu. They add: If you ever meet folks that are interested animal welfare and are partial to more technocratic and practical solutions, please continue to pass them our way, or connect them directly to me. 49: Assurance Contract Website www.Spartacus.app is an ACX grantee that created a platform to help solve coordination and collective action problems. It enables the creation of campaigns that build critical mass through conditional commitments, which only activate when a sufficient number of people join, converting risk and uncertainty into a higher probability of successful outcomes. They are currently facilitating several projects that leverage conditional commitments, including a dominant assurance contract interface for fashion pop-ups, accelerating a community business association's membership drive, and helping an AI safety organization organize petitions and events, among others. They have pivoted from an emphasis on high-stakes coordination problems requiring anonymity (because they occur too infrequently) to a broader range of more common use cases and have successfully run small-scale campaigns, but are still working toward product-market fit. Despite resource constraints and split time commitments that have impeded faster progress, they remain dedicated to the project's growth and success. You can follow its progress on X or Substack, or email Jordan directly here. 50: Cause Prioritization @ Center For Exploratory Altruism Research Moderately good progress on a salt reduction policy advocacy project we funded; informal commitments have been made by the Ministry of Health, and we're awaiting the publication of a formal administrative order. The official description sounds maximally generic, but this is an EA charity with a broad mandate whose current thesis is that dietary guidelines in developing countries can have outsized effects in saving lives. They’re making some progress on a salt reduction campaign in a developing country they prefer not to name publicly. 51: Mark Webb Studying Land Reform The purpose of this project was to identify specific farmland that could be acquired and transferred to the farmers already working the land. This has been difficult to achieve. I have been able to connect with other charities and landless farmers, and was able to interview a number of people about what their situation looks like, as well as what it would look like to them personally if they owned, rather than rented, their farmland. All this was immensely helpful in pushing this long-term project forward, even if I was unable to identify a specific plot of land that could be used to try the experiment. I intend to continue this project. If you have any insights or connections, I am interested. 52: More AI Advocacy In Australia Good Ancestors is focused on AI safety policy in Australia. Middle powers might be a useful path to influence as the US and China focus on racing, rather than safety. The ACX grant helped us give testimony about AI safety to the Australian Senate alongside Google, Microsoft and Facebook (We were the only nonprofit to give oral evidence to the inquiry. We also engaged government on other AI-related issues, including cybersecurity, biosecurity, consumer law and automated decision making (https://www.goodancestors.org.au/ai-safety). We’re currently working to inform voters about where parties stand on AI safety for the election, ahead of engaging on a likely Australian AI Act in 2025 (https://www.australiansforaisafety.com.au/). This is the same Australian lobbying organization we founded in Year 1, after a change in name and leadership. I continue to be excited about AI safety in middle-tier countries for a few reasons. First, these countries have some power in international organizations to set international standards. Second, companies will usually comply with any not-excessively-burdensome regulation set by any country with a significant market. Third, AI safety is underfunded by the standard of government programs, so Australia setting up a national AI Safety Institute would significantly expand the field. It’s kind of crazy that ACX Grants tier levels of money can have significant effects at this scale, but GA continues to do a great job and we continue to be proud to support them. 53: Campus For African School Of Economics At Zanzibar Charter City The ACX grant helped launch the first research center at the African School of Economics-Zanzibar, which is a main anchor of the Fumba Town charter city project in Zanzibar. This research center is called the Africa Urban Lab (AUL), focused on rapid urbanization across Africa. The AUL launched its first Diploma program in Urban Development with 38 students in our first cohort (now graduated!), including mayors, and deputy mayor, a director of a national Ministry of urban development, and many others. We published our research framing papers for the AUL's research agenda. We raised funding to launch an Urban Expansion Program that's now selecting 15 African cities to support in implementing urban expansion planning on the urban periphery. We held two Public Talks by renowned cities scholars and practitioners. We received additional funding from Emergent Ventures and from the Templeton Foundation. And we've partnered with 8 universities across the region, and with one of these universities (Ardhi) we'll be working with them to update their urban planning and urban economics curriculum (amplifying AUL's impact beyond our own organization). A longer update from end of 2024 is here: https://www.aul.city/blog/reflecting-on-africa-urban-lab-s-inaugural-year-2024-highlights) 54: Online Training Program For Health Workers In Developing Countries To date, over 11,000 health workers in Nigeria have completed our course on basic, life-saving newborn care. ACX funding was catalytic for helping us secure government approvals and complete an evaluation of the impact of our training on health workers' clinical practices. The evaluation shows that birth attendants provide better birth care after taking the course. We fed the evaluation results into an updated model, which suggests the program is 24 times more cost-effective than direct cash transfers (a widely recognized benchmark for cost-effectiveness). The program is likely to become even more cost-effective as we scale up. https://healthlearn.org/blog/updated-impact-model 55: Smartphone Pupillometry To Diagnose Neurological Conditions We have continued to expand our work in the smartphone pupillometry space and the development of our application, PupilScreen (https://www.apertur.ai/). We have expanded our pilot/research program to include new sites across the United States (Missouri, New Jersey, Kentucky, USAC racing, PitFit driver performance training in Indiana) and the world (Nepal, Taiwan, South Africa). We continue to publish at the leading edge of the pupillometry literature as well looking at concussion (https://neuro.jmir.org/2024/1/e58398 and https://pubmed.ncbi.nlm.nih.gov/39682632/), cerebral vasospasm (https://pubmed.ncbi.nlm.nih.gov/39128501/), and stroke (https://pubmed.ncbi.nlm.nih.gov/39674431/ and https://pubmed.ncbi.nlm.nih.gov/39561861/). Currently, we are raising a $3 million seed round via a SAFE to fund the expansion of our work into the hands of healthcare workers and the general public. We will first focus on traumatic brain injury for clinical use and develop a neuro-monitoring wellness application utilizing our technology for the general public. They add: “We would welcome connections to anyone that you think might be interested in supporting our work further by investing in our $3M seed round of funding.” 56: Mike Saint-Antoine’s Biology Tutorial Videos Since getting the grant, I've continued to make Youtube tutorials as planned. One series that I'm especially proud of is about how to make a neural network in the Julia programming language completely from scratch, with no imports, up to the point of being able to solve MNIST (https://www.youtube.com/playlist?list=PLWVKUEZ25V97tNULapu07DhWv6_W4NfpE). Also, a college student in Pakistan came across my videos and invited me to give a virtual Zoom-lecture to her department, so I ended up teaching a 6-hour "Python-for-Biologists" workshop to more than a hundred college students in Pakistan over Zoom. So that was pretty awesome. Also, lately I've been teaching some in-person classes too, mostly at Fractal University in NYC, and I also recently organized a day-long, in-person Beginner Python class for people in my local area (Philly suburbs) who wanted to learn some basic programming. I'm having a lot of fun with this project, and am grateful to Scott and the grant funders for their generosity! 57: Conceptual Boundaries Workshop On AI Safety The workshop was completed successfully; you can read a writeup here. 58: Apart Research To Incubate AI Safety Scientists No update received, but they have a public website, and you can see their impact metrics here. They seem to be in urgent need of more funding. 59: Primer On How To Achieve Political Change No update received and I can’t find anything about this. 60: Research IVF Clinic Success Rates We've built a predictive model that estimates the odds of having a child at different IVF clinics across the country while controlling for factors like patient age and infertility differences that can falsely make some clinics look better than others. We found that an average patient can increase their odds of having a kid by 43% just by going to a top 10% clinic. Patients unlucky enough to go to a bottom 10% clinic will reduce their odds of having a kid by 40%. Next month, we're adding several more clinics, 2023 data, additional procedural controls, and donor/gestational carrier models, which should push our accuracy beyond state-of-the-art models in this space and better isolate clinic impact on patient outcomes. We've launched ivf.clinic, a website where patients can access personalized IVF reports and browse our clinic rankings (though we're still squashing some bugs). Currently, we're expanding our research to include comprehensive insurance coverage and pricing data across clinics nationwide. If anyone has insights on automating the collection of IVF clinic pricing information, I'd love to hear from you at scelarek@gmail.com. 61: Replicate Study On Brain Wave Synchronization For Speeding Learning We have acquired and configured the OpenBCI UltraCortex Mark IV 8-channel EEG headset and a clinical-grade Biosemi 32-channel EEG system. We’ve implemented the required components for the experimental pipeline (computing alpha from EEG, flashing bright white light, presenting stimulus images). We are currently putting them together into a single system that we’ll use to collect the data from several participants. We are aiming to gather data on several participants in late June / early July and complete the pilot of the replication in July 2025. If you’d like to be a participant in the study, [they might announce a link once they have it]. 62: Advocate Repeal Of Interstate Runaway Compact No update received and I can’t find anything about this. 63: Animal Welfare (Especially Fish) In Turkiye Future For Fish asks companies to sign up to FFF's fish welfare commitment, which requires producers to certify their facilities and enforce specific standards for stocking density and harvest. Luckyfish, İlknak, Divan (35 restaurants, 17 hotels) and NG Hotels (5 hotels) have signed and published FFF's fish welfare commitment with İlknak publishing the commitment on their website. Kılıç published its first sustainability report detailing fish welfare policies, including enforcing a maximum stocking density of 10 kg/m³ and confirmation of electrical stunning practices. Longer version with some caveats: https://manifund.org/projects/improving-fish-w From the longer document, these commitments involve things like reducing overcrowding, or stunning fish before killing them. Over 30 million fish were affected just from their single largest commitment, and they say 100 fish are helped per dollar spent. 64: More Georgism Advocacy Lars and Will used the 2021 grant to co-found ValueBase. Will remained with the company, and Lars left to do advocacy work at the Center For Land Economics. Here’s their summary of how things are going: [Our] organization transitioned leadership with Greg Miller, a former Program Analyst at the US Department of Housing and Urban Development, and Lars Doucet, author of Land is A Big Deal and Co-Founder of Valuebase, working full time and Joe Caissie stepping aside. This transition happened naturally as the next career transition for each respective person. Since then, progress has been made on pushing forward legislation. Maryland had two bills introduced to give Baltimore and counties the ability to enact split-rate taxes. One of the bills passed the state senate and would allow Baltimore to enact land value taxes within one mile of rail corridors–this contains 50% of Baltimore’s land value. However, the legislative session ended. We expect the bill to revive next session. The Center for Land Economics has been actively working to help efforts to get this bill passed the line. At the same time, we have uncovered systematic undervaluing of vacant land in assessments. We are writing a report on the assessment issues in Maryland with actionable steps to resolve them.
Inline links: Codebuff, website, Substack, survives, a public Substack, in Rwanda, Growth Summit, Stanford Social Innovation Review, ProMarket, Global Prosperity Institute, Saharon, this page, eadbatteries.substack.com, here, here, a post profiling the Far Out Initiative here, https://tornyol.com, a public website, https://chemrxiv.org/engage/chemrxiv/article-details/67e4cde76dde43c9084d88b7, https://blueprintbiosecurity.org/introducing-project-air/, our way, connect them directly to me, www.Spartacus.app, X, Substack, here, https://www.goodancestors.org.au/ai-safety, https://www.australiansforaisafety.com.au/, https://www.aul.city/blog/reflecting-on-africa-urban-lab-s-inaugural-year-2024-highlights, https://healthlearn.org/blog/updated-impact-model, https://www.youtube.com/playlist?list=PLWVKUEZ25V97tNULapu07DhWv6_W4NfpE, here, public website, here, in urgent need, https://manifund.org/projects/improving-fish-w
Mantic Monday: Groundhog Day
March 03, 2026 · Original source
America will hold midterm elections on November 3. Incumbents always have a hard time during midterms, and Trump’s approval rating is low, so it’s expected to be a good year for Democrats. Prediction markets expect them to win at least the House (80% chance) and maybe even the Senate (20 - 40% chance).
Republicans generally believe there is significant fraud in elections, especially immigrants voting illegally, and propose strict ID requirements to prevent this. Most Democrats believe fraud is rare, and that strict ID requirements are more likely to disenfranchise normal voters who don’t have the right forms of ID available. The latest flashpoint in this battle is the SAVE Act, a Republican-sponsored bill which would require voters to show a passport, birth certificate, or Real ID when registering to vote for the first time or changing their registration. It recently passed the House, but is on track to be filibustered by Democrats in the Senate:
Most commentators think the EO is unconstitutional, with at least one liberal arguing that it would be good, since it would force the courts to explain exactly how illegal all of this is. But if it somehow made it through the courts, the most likely outcomes could be:
Inline links: at least one liberal