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26 posts found
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Jul 22, 2026
acx
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25 min 3,748 words 418 comments 198 likes
Scott shares his monthly collection of interesting links from around the internet, covering topics from Jeremy Bentham's linguistic legacy to AI developments, with characteristic commentary and fact-checking caveats. Longer summary
This is Scott's monthly 'Links' post, a curated collection of interesting articles, studies, and social media posts from around the internet. The links span a wide range of topics including historical curiosities (Jeremy Bentham's word inventions, beard-wearing persecution in 19th century America), scientific oddities (a mushroom that causes gnome hallucinations), AI developments (mathematical proofs, constrained writing, dating apps), current events (Berkeley's housing permits, GLP-1 weight retention), and cultural phenomena (the Monet/AI art prank). Scott includes his typical epistemic disclaimers about not having verified all links independently and provides commentary throughout. The post ends with a note that he accumulated too many links and will publish the second half next week. Shorter summary
Sep 04, 2025
acx
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54 min 8,283 words 918 comments 233 likes podcast (45 min)
Scott Alexander presents his monthly collection of interesting links and developments across technology, science, culture, and policy, with personal commentary on each item. Longer summary
Scott Alexander shares a collection of 61 interesting links, spanning topics from AI development and scientific studies to cultural observations and policy discussions. The post covers diverse subjects including GPT-5's reception, genetic research, religious demographics, urban development, mental health studies, and various scientific discoveries. Scott provides commentary and analysis on many of these items, often connecting them to broader themes or offering his perspective on controversial issues. Shorter summary
Jul 01, 2025
acx
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28 min 4,200 words 581 comments 210 likes podcast (32 min)
Scott shares his monthly collection of 56 interesting links and developments from July 2025, covering AI, politics, science, and culture, with brief commentary on each. Longer summary
This is a collection of 56 interesting links and news items from July 2025, covering topics from AI development to politics to scientific research. The post includes updates on OpenAI's status, developments in AI regulation, new medical treatments, cultural trends, and various scientific findings. Scott maintains his usual style of presenting these with brief commentary and occasional humor, while being careful to note that he hasn't independently verified all links. Some notable items include Trump's "Big Beautiful Bill", new AI safety developments, trends in social media usage, and various medical breakthroughs. Shorter summary
Apr 22, 2025
acx
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26 min 3,899 words 1,017 comments 220 likes podcast (26 min)
A collection of 41 interesting links and news items from April 2025, covering AI, politics, culture, and science, with Scott's commentary on each. Longer summary
This is a links roundup post featuring various interesting news, studies, and curiosities from April 2025. The post covers a wide range of topics including AI developments (particularly around OpenAI and truth-seeking AI), political updates (about Trump, immigration policy, and minimum wage effects), cultural items (like etymology of cowboy terms and medieval perception), and scientific findings. Scott maintains a light, sometimes humorous tone while sharing these diverse pieces of information, occasionally adding his own analysis or perspective on controversial topics. Shorter summary
May 01, 2024
acx
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50 min 7,625 words 1,136 comments 312 likes podcast (44 min)
Scott Alexander reviews 'The Origins of Woke', finding its critique of civil rights law informative but skeptical of its claim that such laws caused wokeness. Longer summary
Scott Alexander reviews Richard Hanania's book 'The Origins of Woke', which argues that civil rights law is the source of modern woke culture. The book provides a critical overview of civil rights legislation, focusing on affirmative action, disparate impact, and harassment law. While Scott finds the critique of civil rights law informative, he is skeptical of the book's central claim that this legislation is the primary cause of wokeness. He notes that the book fails to explain the recent surge in woke culture and omits discussion of other potential factors. Scott suggests the book may be primarily aimed at influencing conservative policymakers rather than providing a comprehensive academic analysis. Shorter summary
Feb 13, 2024
acx
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15 min 2,303 words 417 comments 248 likes podcast (13 min)
Scott Alexander analyzes the astronomical costs and resources needed for future AI models, sparked by Sam Altman's reported $7 trillion fundraising goal. Longer summary
Scott Alexander discusses Sam Altman's reported plan to raise $7 trillion for AI development. He breaks down the potential costs of future GPT models, explaining how each generation requires exponentially more computing power, energy, and training data. The post explores the challenges of scaling AI, including the need for vast amounts of computing power, energy infrastructure, and training data that may not exist yet. Scott also considers the implications for AI safety and OpenAI's stance on responsible AI development. Shorter summary
Jan 09, 2024
acx
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19 min 2,920 words 346 comments 218 likes podcast (20 min)
Scott reviews two papers on honest AI: one on manipulating AI honesty vectors, another on detecting AI lies through unrelated questions. Longer summary
Scott Alexander discusses two recent papers on creating honest AI and detecting AI lies. The first paper by Hendrycks et al. introduces 'representation engineering', a method to identify and manipulate vectors in AI models representing concepts like honesty, morality, and power-seeking. This allows for lie detection and potentially controlling AI behavior. The second paper by Brauner et al. presents a technique to detect lies in black-box AI systems by asking seemingly unrelated questions. Scott explores the implications of these methods for AI safety and scam detection, noting their current usefulness but potential limitations against future superintelligent AI. Shorter summary
Nov 16, 2022
acx
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48 min 7,287 words 370 comments 219 likes podcast (47 min)
Scott Alexander analyzes the potential role of psychopharmacology in the FTX crash, discussing medications used by SBF and others, and their possible effects on decision-making. Longer summary
Scott Alexander discusses the psychopharmacology aspects of the FTX crash, focusing on the medications Sam Bankman-Fried (SBF) and other FTX employees may have been taking. He examines claims about SBF's use of Emsam (selegiline), modafinil, and other stimulants, explaining their effects and potential risks. Scott also critiques the actions of FTX's company psychiatrist and discusses the broader implications of stimulant use in high-pressure work environments. The post ends with Scott's personal anecdote about testifying as an expert witness. Shorter summary
Sep 13, 2022
acx
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23 min 3,479 words 234 comments 155 likes podcast (26 min)
Scott examines two types of happiness - one affected by predictability and one that persists - through various examples and neuroscientific concepts. Longer summary
Scott Alexander explores the concept of happiness and reward in relation to neuroscience and prediction error. He discusses how there seem to be two types of happiness: one that is cancelled out by predictability (like the hedonic treadmill) and another that persists even when expected. The post delves into various examples including grief, romantic relationships, and drug tolerance to illustrate this pattern. Scott also touches on AI concepts and how they might relate to human reward systems. He concludes by suggesting that while unpredicted rewards can't be consistently obtained, predicted rewards can still be enjoyable. Shorter summary
Aug 08, 2022
acx
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20 min 3,004 words 612 comments 181 likes podcast (22 min)
Scott examines why the AI safety community isn't more actively opposing AI development, exploring the complex dynamics between AI capabilities and safety efforts. Longer summary
Scott Alexander discusses the complex relationship between AI capabilities research and AI safety efforts, exploring why the AI safety community is not more actively opposing AI development. He explains how major AI companies were founded by safety-conscious individuals, the risks of a 'race dynamic' in AI development, and the challenges of regulating AI globally. The post concludes that the current cooperation between AI capabilities companies and the alignment community may be the best strategy, despite its imperfections. Shorter summary
Jan 04, 2022
acx
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22 min 3,400 words 1,042 comments 293 likes podcast (25 min)
Scott Alexander reviews 'Don't Look Up', critiquing its contradictory narratives about trusting science and experts vs. outsiders. Longer summary
Scott Alexander reviews the movie 'Don't Look Up', focusing on its political implications rather than its message about existential risk. He summarizes the plot, then critiques the film's self-contradictory narratives about trusting experts vs. trusting outsiders. Scott argues that the movie unintentionally encourages conspiracy thinking while trying to promote 'trusting science'. He explains how people often hold contradictory political narratives, deploying whichever is convenient. The review concludes that the film succeeds in conveying emotions around existential risk debates but fails to coherently follow through on its intended message. Shorter summary
Oct 11, 2021
acx
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25 min 3,745 words 1,224 comments 219 likes podcast (27 min)
Scott Alexander argues that concerns about climate change should not deter people from having children, presenting counterarguments to common climate-related reasons for avoiding parenthood. Longer summary
Scott Alexander argues against the idea that people should avoid having children due to climate change concerns. He presents three main counterarguments: 1) While climate change will be bad, it's unlikely to be catastrophic for most people in developed countries. 2) Choosing not to have children might actually harm climate action by reducing the number of future climate-conscious voters. 3) The carbon footprint of having a child is often overstated, and can potentially be offset through donations or other means. He concludes that climate concerns shouldn't prevent people who want children from having them. Shorter summary
Feb 16, 2021
acx
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22 min 3,287 words 631 comments 154 likes podcast (21 min)
Scott Alexander analyzes the COVID-19 pandemic's progress, predicts future waves, and speculates on its long-term impact and transition to an endemic disease. Longer summary
Scott Alexander discusses the current state and future predictions for the COVID-19 pandemic in the US. He outlines the past waves of infections, predicts future waves due to new virus strains, analyzes vaccine efficacy against these strains, and speculates on how the pandemic might eventually transition to an endemic seasonal illness like the flu. He also touches on potential long-term societal changes and makes several specific predictions about future developments. Shorter summary
Aug 07, 2019
ssc
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53 min 8,109 words 450 comments podcast (55 min)
Scott Alexander responds to comments on billionaire philanthropy, addressing criticisms while ultimately defending its net positive impact and arguing to protect the most effective charitable efforts. Longer summary
Scott Alexander responds to comments on his previous post about billionaire philanthropy. He addresses criticisms and counterarguments, providing further analysis on topics like the scale of billionaire donations compared to political spending, the democratic nature of philanthropy, tax deductibility, and potential downsides. While acknowledging some valid concerns, Scott ultimately defends the net positive impact of billionaire philanthropy, especially highlighting examples like the Gates Foundation's global health work. He argues that even if some billionaire philanthropy is problematic, the most effective charitable efforts are so valuable that they should be protected and encouraged. Shorter summary
Apr 24, 2019
ssc
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18 min 2,733 words 591 comments
A diverse collection of links covering technology, science, economics, politics, and culture, including critiques of studies, interesting scientific findings, and current events. Longer summary
This post is a collection of links to various interesting articles, studies, and news items. It covers a wide range of topics including technology, science, economics, politics, and culture. Some highlights include: a list of places branding themselves as the next Silicon Valley, a study on declining fertility in dogs, critiques of bad scientific studies, an article on antidepressant tapering, data on value drift in effective altruism, and discussions on the Mueller Report's impact on media credibility. The post also includes links to various interesting facts, studies, and developments in fields such as nutrition, drug use, e-cigarettes, and urban development. Shorter summary
Sep 05, 2018
ssc
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99 min 15,303 words 147 comments podcast (114 min)
The post examines the compatibility of Islam and liberal democracy by analyzing six Muslim-majority countries, finding a wide spectrum of outcomes and concluding that Islam often acts as an obstacle to liberal democracy. Longer summary
This post examines the compatibility of Islam and liberal democracy by analyzing six Muslim-majority countries: United Arab Emirates, Tunisia, Indonesia, Kazakhstan, Iran, and Lebanon. The authors review each country's history, constitution, democratic institutions, and human rights record to assess the extent to which liberal democracy has taken hold. They find a wide spectrum, from Tunisia's robust democracy to Iran's theocratic regime, with the other countries falling in between. The authors conclude that while it's possible for Muslim countries to adopt liberal democracy, Islam often acts as an obstacle, and most Muslim countries have only taken small steps in that direction so far. Shorter summary
Feb 27, 2018
ssc
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22 min 3,339 words 659 comments
Scott Alexander presents a wide-ranging collection of links covering science, technology, politics, economics, and culture, with brief commentary on each item. Longer summary
Scott Alexander shares a collection of interesting links and news items on various topics. He discusses punding (a side effect of dopamine drugs), net neutrality in Montana, Tibetan monks' fear of death, Trump's solar panel tariffs, space exploration news, a potential tinnitus treatment, the US metric system history, NSA's core values change, a Burning Man activist's story, blockchain projects, Aristotle's puns, UK politician Jacob Rees-Mogg, arguments against open borders, new education programs, SAT score correlations, solar system geography, Amazon's entry into healthcare, pain tolerance and friendships, legal terminology origins, campus free speech issues, Twitter bots, nutrition studies, IQ test incentives, dating apps for verified Twitter users, Hitler's drug use, mindfulness research, disability insurance effects, asteroid naming conventions, and various other topics. Shorter summary
Oct 30, 2017
ssc
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14 min 2,116 words 428 comments
A collection of interesting links covering topics from ancient Roman demographics to modern AI developments, criminal justice issues, and cultural oddities. Longer summary
This is a links post collecting various interesting news and articles. Topics include ancient Roman life expectancy data, Chinese censorship expanding to group chats, cruise ship pollution, AI developments like AlphaGo Zero, criminal justice issues around drug rehab work camps and police body cameras, and various other scientific, technological and cultural items. The post maintains a light tone while covering both serious topics like Puerto Rico's ongoing crisis and quirky ones like Viking reenactors and Halloween costumes. Shorter summary
Aug 07, 2017
ssc
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45 min 6,903 words 3 comments podcast (69 min)
Scott Alexander critiques Adam Grant's article on gender differences in tech, arguing Grant misrepresents evidence and ignores key factors like innate interest differences between men and women. Longer summary
Scott Alexander critiques Adam Grant's article on gender differences, arguing that Grant misrepresents scientific evidence and ignores important factors like interest differences between men and women. Scott presents alternative explanations for gender imbalances in tech and other fields, emphasizing innate differences in interests rather than discrimination. He expresses concern about the hostile climate developing in tech around these issues. Shorter summary
May 09, 2017
ssc
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23 min 3,478 words 912 comments
A Links post presenting various news items and articles, ranging from cultural curiosities like the multiocular O to scientific findings about brain sex differences and genetic research, along with commentary on current events and politics. Longer summary
Scott Alexander presents a collection of interesting links and articles covering a wide range of topics. The post includes scientific findings (like research on sex differences in the brain and studies on antidepressants), cultural curiosities (like rare Cyrillic letters), political developments (like the White House's decision on Exxon drilling rights), and various technological advances (like an AI that writes poetry). The post provides brief commentary on each link, often with Scott's characteristically analytical and sometimes humorous perspective on the implications of each item. Shorter summary
Dec 23, 2016
ssc
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15 min 2,219 words 585 comments
A collection of interesting links covering various topics from Judaism and science to media bias and hate crime hoaxes, with Scott's commentary on each story. Longer summary
This is one of Scott's regular link posts, where he shares interesting articles and studies he's found with brief commentary on each. The links cover a wide range of topics including religious practices, scientific research, healthcare policy, media bias, and social issues. Among the notable items are studies on early school starting age and crime rates, fake hate crime reports after Trump's election, and research on gender differences in medical care. The tone is analytical and sometimes skeptical, with Scott often providing additional context or pointing out methodological issues. Shorter summary
Aug 29, 2016
ssc
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11 min 1,657 words 737 comments podcast (12 min)
Scott Alexander argues that the EpiPen price hike is due to over-regulation and cronyism in the pharmaceutical industry, not lack of regulation as suggested by Vox. Longer summary
This post criticizes Vox's article on EpiPen price hikes, arguing that the problem isn't lack of regulation but over-regulation and cronyism. Scott Alexander contrasts the pharmaceutical industry with the unregulated chair industry, pointing out that chair prices don't suddenly spike 400%. He then details how FDA regulations and patent laws prevent competitors from entering the EpiPen market, despite the drug being off-patent and inexpensive to produce. The post highlights several failed attempts by companies to create generic versions of EpiPens, and how lobbying by the manufacturer Mylan has helped maintain their monopoly. Scott uses an extended analogy comparing the situation to a hypothetical government-controlled chair market to illustrate the absurdity of the current system. Shorter summary
Feb 11, 2015
ssc
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16 min 2,462 words 475 comments
Scott Alexander argues that polyamory's low black representation is part of a broader pattern across many subcultures, proposing general explanations and criticizing how this issue is often weaponized. Longer summary
Scott Alexander examines the claim that polyamory has a problem with underrepresentation of black people. He argues this is part of a broader pattern where many subcultures and interest groups have low black representation, listing numerous examples. He proposes several general factors that likely contribute to this pattern, such as affluence requirements, education levels, and cultural factors. Scott criticizes how underrepresentation is often used disingenuously to attack groups, and expresses frustration that polyamory is being singled out for criticism when the pattern is so widespread. Shorter summary
Jan 26, 2014
ssc
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12 min 1,715 words 119 comments
Scott Alexander presents a diverse collection of recent news items, studies, and interesting facts, covering topics from public health to economics to quirky trivia. Longer summary
This post is a collection of diverse news items, studies, and interesting facts curated by Scott Alexander. It covers a wide range of topics including public health policies, economics, scientific discoveries, social issues, and quirky facts. Scott provides brief commentary on many of the items, often with a touch of humor or irony. The post doesn't have a central theme but rather serves as a roundup of interesting information Scott has come across recently. Shorter summary
Dec 13, 2013
ssc
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11 min 1,559 words 46 comments
Scott Alexander shares a diverse collection of interesting links and brief commentary on topics ranging from historical anecdotes to recent technological and scientific developments. Longer summary
This post is a collection of interesting links and brief commentary on various topics. It covers historical anecdotes, technological developments, scientific discoveries, social issues, and quirky facts. Scott Alexander discusses topics such as Amazon's drone delivery announcement, promising medical technologies, cancer research, personality disorders, polyamory, and unusual state facts. The post has a lighthearted tone and includes a mix of serious analysis and humorous observations. Shorter summary
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