Photo by Tom Page via Wikimedia Commons Sorry for posting less than usual this week; I’ve had a family tragedy. Posting frequency may also be reduced over the weekend. I’ve been meaning to write this post for a while, and now the AI revolution has given me an excuse. I was standing in a Whole Foods on Long Island, sometime in the early 2010s, staring at a cheese counter, when I had a sudden rev...
The article argues that in an AI-driven future, human identity and meaning will shift from being defined by production (work) to consumption (leisure and self-expression). This matters for markets as it suggests a long-term structural shift toward consumer discretionary experiences, leisure, and platforms enabling self-discovery, potentially reducing the premium on pure human labor productivity.
Model: gemini-3.1-pro-preview | Cost: $0.0109Last year, a lot of people (including me) were wondering if the AI industry was in a bubble. These days it’s looking a lot less likely. The technology has found its killer app — agentic coding, which has upended the software industry as we know it. For power users, AI is no longer just a chatbot — you can tell it to go make you an app, or run some data analysis, and it’ll just do it for you and co...
{ "tldr": { "summary": "The article argues that the AI industry, particularly through agentic coding and cybersecurity applications, is becoming highly profitable and concentrated in a few companies like Anthropic and OpenAI. This concentration could lead to extreme inequality and economic power imbalances, adding a new concern to traditional AI risks.", "key_points": [ "AI's killer app is agentic coding, which is transforming the software industry and generating substantial revenue.", "Anthropic is outperforming OpenAI in capitalizing on agentic coding, with higher revenue and lower computing costs.", "The AI industry may be dominated by a few giants, with cybersecurity creating a powerful moat for profits.", "Cybersecurity arms races could force defenders to spend heavily on top AI models, further entrenching leading companies.", "Concentration in AI raises a fourth major concern: extreme inequality and power consolidation in the economy.", "The author speculates on a 'Piketty on steroids' scenario where economic benefits are highly concentrated." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0159Photo by Wyatt Simpson on Unsplash Patrick Collison’s YIMBY credentials are unimpeachable. He is a major backer of California YIMBY, the organization that has passed a stunning array of pro-housing bills in one of the most anti-development states in the nation. So it was interesting to see him claim that the movement has made a big mistake — or even been downright dishonest — by ignoring the aesth...
{ "tldr": { "summary": "The article argues that merely improving building aesthetics is insufficient to boost public support for housing development in the U.S.; instead, comprehensive urban reforms like better public transit, mixed-use zoning, and public safety are needed to make cities more livable and encourage denser housing. This matters for markets as housing policy impacts real estate and construction sectors, but the article does not discuss specific investments.", "key_points": [ "Patrick Collison criticizes the YIMBY movement for neglecting building aesthetics, advocating for 'QIMBY' (quality in my back yard).", "Chris Elmendorf responds that YIMBYs have already been promoting reforms like single-stair buildings to enable more beautiful and functional designs.", "California YIMBY has a plan to update design standards and building codes to foster aesthetically pleasing multifamily housing.", "The author doubts that stylistic changes alone will increase public acceptance, citing evidence that Americans often find old European styles cheesy in local contexts.", "Examples from Texas and Japan show housing abundance stems from pro-growth culture and functional urban design, not architectural beauty.", "The author recommends gradual urban transformations including hyperlocal control, improved public transit, public safety, and zoning reforms to eventually support denser housing." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0195Photo by Grand Canyon National Park via Wikimedia Commons The immigration issue in America isn’t going away. Thanks to Trump’s crackdown, immigration to the U.S. went into reverse in 2025, with more people leaving (voluntarily or involuntarily) than entering the country: Source: Brookings But just like a century ago, shutting the gates isn’t the end of the discussion. The argument has shifted fro...
{ "tldr": { "summary": "The article argues that assimilation, meaning cultural integration, is crucial for America's unity and success, despite current political tensions and anti-assimilationist responses. It rejects forced assimilation but emphasizes the need for a shared American culture through interethnic interactions and common experiences.", "key_points": [ "Immigration to the U.S. reversed in 2025 due to Trump's crackdown, shifting the debate to who belongs in America.", "Some on the MAGA right view only people of European heritage as true Americans, excluding nonwhite groups like Hispanics, Muslims, and Indians.", "In response, figures like Shadi Hamid and Bianca Mabute-Louie are rejecting assimilation, seeing it as a demand to give up cultural or religious identity.", "The author argues that forced assimilation from the early 20th century was overkill and led to resentments, but some form of assimilation is still necessary.", "America needs a melting pot or stew approach where cultures blend over time through intermarriage, business partnerships, and shared cultural touchstones.", "The author shares a personal anecdote about his Chinese-American friend to illustrate that shared life experiences and cultural affinity build nationhood more than shared heritage.", "Assimilation is working through gentle integration, and reacting to MAGA by retreating to enclaves would harm national unity.", "The author calls for recommitting to commonality, emphasizing that most Americans want to get along, and assimilation is simply living together until we become one people." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0217I hate to say “I told you so” — not because saying “I told you so” is unseemly but because the fact that I have to say it means I’m probably living in a world where things have gone badly. I didn’t want to live in a world where gasoline costs over $4 a gallon. I didn’t want to live in a world where America tore up nearly all of its long-standing alliances and threatened to invade and conquer par...
{ "tldr": { "summary": "Noah Smith reflects on the negative outcomes of the Trump presidency, including high gasoline prices, damaged alliances, and a war with Iran that has closed the Strait of Hormuz, causing global oil price spikes. He expresses dismay that his warnings were vindicated but admits he underestimated Trump's stupidity and the scale of the Iran conflict, which has put Trump in a no-win situation.", "key_points": [ "The author predicted negative consequences of a Trump presidency but is unhappy to see them unfold, including economic and geopolitical damage.", "Trump's tariff policies were more insane than anticipated, with sky-high tariffs on many countries and chaotic reversals.", "The Iran war, which the author did not fully foresee, has led to the closure of the Strait of Hormuz, driving up global oil, gas, and fuel prices.", "Trump is trapped in a losing war with Iran; staying in or withdrawing both have severe consequences, and Iran is using oil as a weapon.", "The author acknowledges he underestimated Trump's multidimensional badness, particularly his stupidity and the depth of the Iran conflict.", "The article critiques Trump's leadership as chaotic, dictatorial, and cruel, with lasting negative impacts on America and the world." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0162I promise I’ll write something soon about the flaming, crashing disaster that is the Trump administration — and about other topics of interest. But before I do that, here’s a roundup full of short takes and stories about AI. First, though, an episode of Econ 102! Officially the podcast is over, but we still occasionally do a reprise episode. This one, fittingly, is about AI biosecurity: Anyway,...
{ "tldr": { "summary": "Noah Smith's roundup explores various AI-related themes, including economic forecasts, biosecurity risks, cybersecurity threats, the erosion of online pseudonymity, potential waste from AI quant trading, and slowing workplace adoption. These discussions highlight both the transformative potential and significant risks of AI, which could impact markets through changes in technology sectors, cybersecurity investments, and financial stability. The article underscores the need for careful consideration of AI's societal and economic implications.", "key_points": [ "Forecasts indicate strong AI capability progress by 2030 but only modest economic growth acceleration, with economists pointing to bottlenecks and adoption lags.", "AI-enabled bioterrorism poses a serious threat, with debates on the feasibility of creating doomsday viruses and the effectiveness of countermeasures.", "AI's rapid advancement in hacking capabilities raises severe cybersecurity risks for financial systems and personal wealth.", "Quantum computing breakthroughs could exacerbate cybersecurity vulnerabilities by breaking current encryption methods.", "LLMs can effectively deanonymize pseudonymous online users, potentially altering internet culture, privacy, and free speech.", "AI quant trading may lead to wasteful rent-seeking behavior, diverting resources like compute and electricity without creating economic value.", "Survey data shows a plateau or decline in AI adoption at work, possibly due to disappointing productivity effects or integration difficulties.", "Despite current slowdowns, the rise of AI agents and new business models could eventually drive a surge in AI-enabled productivity." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0253Photo by Joe Mabel via Wikimedia Commons In the medium to long term, AI may replace all human jobs (or maybe not). But in the short term, AI doesn’t seem to be doing this yet. Employment rates for prime-age workers in the U.S. are hovering near all-time highs: A recent survey of corporate CFOs found “little evidence of near-term aggregate employment declines due to AI.” A survey of European firms...
{ "tldr": { "summary": "The article argues that AI is currently replacing tasks rather than entire jobs, reshaping work into three categories: specialists (strongly bundled tasks resistant to AI), salarymen (generalists who manage AI within firms), and small business owners (leveraging AI for productivity). This shift may make the U.S. labor market resemble Japan's historical system, with implications for job tenure, firm-specific human capital, and entrepreneurship. The analysis is based on economic research and current trends, but does not offer specific investment or trading recommendations.", "key_points": [ "AI is replacing tasks, not jobs, as evidenced by high employment rates and studies showing task reorganization without aggregate job loss.", "Specialists in 'strongly bundled' jobs (e.g., radiologists, bloggers) are less likely to be automated because their tasks are interconnected and require human judgment.", "Weakly bundled jobs are more vulnerable to AI, but demand expansion may delay job losses until AI productivity hits diminishing returns.", "Companies will hire generalists ('salarymen') to constantly adapt to AI's jagged capabilities, patch errors, and oversee AI systems, leading to longer job tenure and firm-specific human capital.", "AI enables small businesses by providing leverage, allowing individuals or small teams to be highly productive, potentially increasing self-employment and small enterprise formation.", "The future labor market may resemble Japan's system of stable corporate employment and high small business ownership, altering worker mobility and skill valuation." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0175For perhaps the first time in years, a truly interesting thing happened the other day on X. The platform began automatically translating Japanese tweets to English, and recommending them to English-speaking users. Japanese people use X at much higher rates than people in other countries, mostly because the platform’s pseudonymity offers them a chance to comment publicly on their personal lives wit...
{ "tldr": { "summary": "The article analyzes cultural, social, and economic changes in Japan over the last two decades, including aging population, shifting youth dynamics, and the illusion of poverty despite slight economic growth. While these trends may indirectly affect markets like tourism or consumer goods, the author does not disclose any personal trading positions or investment recommendations.", "key_points": [ "Japanese culture is becoming more accessible globally via social media translation, but this may lead to cultural homogenization and online toxicity.", "Japan is transitioning to a more 'normal' country with vanishing youth culture, aging population, and less quirky urban scenes.", "Japan feels poorer due to factors like depreciation cycles, weak yen, and reduced youth reliance on parental wealth, but it's actually slightly richer.", "Aging population has resulted in fewer young people in public spaces, reducing societal energy and shifting consumption toward luxury goods.", "The leisure class that defined Japan's unique culture is disappearing, impacting cultural vibrancy.", "Changes include increased international openness, reduced sexism, and less oppressive work environments, though economic stagnation persists." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0180My hanami (cherry blossom picnic) in Tokyo is becoming an annual tradition! This year it’ll be on a Friday instead of a Sunday, because rain is forecast for the weekend and it’ll probably knock down whatever’s left of the cherry blossoms. Here are the details: Read more
{ "tldr": { "summary": "The article announces Noah Smith's annual hanami (cherry blossom picnic) in Tokyo, which is scheduled for Friday due to rain forecast for the weekend. This is a personal event announcement with no discussion of financial markets or investment positions.", "key_points": [ "The hanami in Tokyo is becoming an annual tradition.", "This year's event is moved to Friday because rain is forecast for the weekend.", "The rain is expected to knock down the remaining cherry blossoms.", "The article provides details for attending the event, though the full text is truncated." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0162Photo by Josh Sonnenberg on Unsplash “Without fuel they were nothing. They'd built a house of straw. The thundering machines sputtered and stopped.” — “The Road Warrior” Here is a chart of U.S. gasoline prices: $4/gallon gas isn’t historically that high. If you measure relative to typical American incomes, it’s considerably lower now than it was in the early 2010s. But that’s cold comfort to peo...
{ "tldr": { "summary": "The article argues that the Iran War has spiked gasoline prices, making electric vehicles (EVs) more economical and less vulnerable to oil price shocks compared to gas-powered cars. It criticizes the U.S. for falling behind in EV adoption due to political and industrial missteps, emphasizing that the energy transition is a matter of national security and economic competitiveness.", "key_points": [ "Gasoline prices have surged due to the Iran War, causing pain for drivers of gas-powered cars.", "EVs offer lower per-mile costs and are insulated from oil market volatility, providing economic resilience.", "The U.S. has plateaued in EV sales due to policy reversals, tariffs, and consumer misinformation, lagging behind global adoption.", "Countries like China, Europe, and Norway are rapidly embracing EVs, threatening the competitiveness of U.S. automakers.", "Oil price shocks are likely to recur due to geopolitical risks and changing military technologies, reinforcing the need for EVs.", "The energy transition to renewables and EVs reduces dependence on fossil fuels, enhancing national security and industrial future." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0199Photo by Israel Andrade on Unsplash I’m traveling today, so here’s a timely repost. Two years ago, I wrote a post on AI and jobs that ignited a firestorm of discussion and criticism: Most people interpreted me as arguing that human beings will definitely have plentiful, high-paying jobs, no matter how good AI gets, because of the law of comparative advantage. If you only read the headline and t...
{ "tldr": { "summary": "The article, a repost of an earlier piece, argues that even if AI surpasses human ability in all tasks, humans may retain plentiful, high-paying jobs due to the economic principle of comparative advantage. This hinges on producer-specific constraints like limited global compute, which force AI to be allocated to its highest-value uses, leaving other tasks for humans. The author also acknowledges risks like extreme inequality, adjustment costs, and resource competition, but contends that human obsolescence is not an inevitable outcome of AI advancement.", "key_points": [ "The core argument is based on comparative advantage (doing what you're relatively better at) versus competitive/absolute advantage (being objectively better).", "AI faces a producer-specific constraint: the finite global supply of computing power (compute).", "Because compute is limited, AI must be allocated to its most productive uses, creating a high opportunity cost for using it in less valuable applications.", "Therefore, humans may retain a comparative advantage in many tasks, even if AI is better at them, because using AI there would sacrifice more value elsewhere.", "In a future where AI massively increases total wealth, the jobs humans still perform could see rising wages due to overall prosperity.", "The article uses the historical example of horses made obsolete by cars to illustrate a scenario where comparative advantage fails due to competition for a shared resource (like energy).", "Key concerns about AI's economic impact include extreme inequality (owners of AI capital), painful labor market adjustments, and the possibility of AI claiming ownership of its own output.", "The author references an economic model (Korinek & Suh) that predicts a sudden but partial collapse in human wages when AI takes over the last task, not a complete collapse, due to comparative advantage." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0266“Hi. Do you have a moment? I’m from the Cursed Microwave company. Our product is much better than a traditional microwave. Not only can it automatically and perfectly cook all your food, it also microwaves your whole body, so you and your family are paralyzed and unable to ever work again. Don’t worry, though, because when everyone has a Cursed Microwave, our society will probably implement Univer...
{
"tldr": {
"summary": "The article criticizes AI labs like OpenAI and Anthropic for their public messaging, arguing they simultaneously warn of existential risk while pitching radical life extension. This creates a confusing and frightening sales pitch that fails to resonate with the public. The author suggests focusing safety arguments on more tangible risks like AI-enabled terrorism, which people can more readily believe and act upon.",
"key_points": [
"AI leaders like Sam Altman and Dario Amodei publicly assign significant probabilities (2-25%) to AI causing human extinction.",
"The author argues the 'product might kill you' pitch is paradoxically the more rational part, as it mirrors historical calls for responsible regulation of dangerous technologies like recombinant DNA or nuclear weapons.",
"A key motivator for AI development, beyond competition, is the pursuit of radical life extension and functional immortality for the wealthy elite, framed as a personal gamble against certain death.",
"The primary driver for rapid AI development is a competitive 'Red Queen's race' fear—if one lab doesn't build it, a less scrupulous actor (like a rival company or nation-state) will.",
"Calls for pauses or regulation from within the industry are likely sincere attempts to manage risk but face massive coordination problems.",
"The author believes the pitch that 'AI will make humans economically obsolete' is a strategic own goal that undermines public support.",
"The article recommends AI labs reframe safety concerns around concrete, believable near-term risks like AI-aided bioterrorism instead of abstract existential threats."
]
},
"trade_ideas": []
}
Model: gemini-3.1-pro-preview | Cost: $0.0146
With the end of the post-WW2 global order, every great power is now effectively a rogue state. Russia is trying (and failing) to reestablish its old empire. China is menacing its neighbors and funding aggressive proxies around the globe. But for sheer wackiness and chaos, it’s hard to beat the United States under Donald Trump. First it was tariffs and threats to invade Greenland. Now the Iran War ...
{ "tldr": { "summary": "The article analyzes the economic consequences of the Iran war, which has closed the Strait of Hormuz, disrupting global oil and LNG supplies and causing price spikes. It argues that modern economies are more resilient to such shocks, leading to modest inflation and GDP impacts rather than catastrophe, but highlights worsened consumer sentiment and greater pain for allies and poor countries. This matters for markets as it outlines potential inflationary pressures and growth slowdowns, though without severe crisis.", "key_points": [ "The Iran war has closed the Strait of Hormuz, disrupting 20-25% of global oil and LNG flows, causing sharp price increases.", "Economic estimates suggest a sustained oil price spike could raise inflation by 1.25 percentage points and reduce GDP growth by 1.5 percentage points in the U.S.", "Modern economies are less sensitive to oil shocks than in the 1970s due to better monetary policy, flexibility, and reduced oil dependence.", "Other regions, especially Europe and poor countries, may experience stronger inflation and food price impacts from the energy crisis.", "The war has damaged Trump's approval ratings and consumer sentiment, as Americans are particularly sensitive to gasoline prices.", "Despite the economic disruption, the war offers no clear geostrategic gains, making it a self-inflicted wound with global repercussions." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0186Photo by ICE via Wikimedia Commons Donald Trump is flailing. Despite easy battlefield victories, the Iran War is quickly turning into a quagmire; the regime has not fallen, and threats against oil traffic through the Strait of Hormuz are causing gasoline prices to soar and threatening to reignite inflation. This is on top of Trump’s existing unpopularity due to the cost of living and the violent l...
{ "tldr": { "summary": "The article critiques the progressive belief in a 'long arc' of morality that inevitably bends toward their values, arguing that public opinion on issues like trans rights, crime, and immigration is not aligned with progressive ideology. It uses historical examples to show that liberal movements have faced setbacks, and warns that without strategic compromise, Democrats risk electoral backlash and political instability. While not directly market-related, such political shifts could influence policy and economic conditions.", "key_points": [ "Donald Trump's unpopularity due to the Iran War and domestic issues is driving voters toward Democrats, but Democratic Party favorability remains low.", "Progressive ideology is unpopular with the broader electorate, especially on social issues like trans rights, where independents hold conservative views.", "The 'long arc' thinking, derived from MLK's quote, leads progressives to believe history inevitably bends toward justice, reducing their willingness to compromise.", "Historical examples, such as abortion rights, immigration restrictions, and affirmative action, show that liberal movements have not always achieved lasting victories.", "The author argues that history is contingent and requires strategic action, including compromise, rather than reliance on inevitable progress.", "Without moderation on issues like crime, immigration, and racial preferences, Democrats risk cyclical backlash, potentially leading to political volatility." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0194Art by Nano Banana Pro Seems like everyone is publishing their conversations with Claude these days. Vanity Fair reporter Joe Hagan published a fake Claude-generated “interview” with Anthropic CEO Dario Amodei.1 Bernie Sanders published a video of himself talking to Claude about AI and privacy. So I thought, why don’t I publish one of my own conversations with Claude? I’m afraid this one isn’t as ...
{
"tldr": {
"summary": "Noah Smith discusses the potential of AI to accelerate scientific discovery, particularly in fields like materials science, by finding complex, incompressible patterns that humans cannot easily intuit or communicate. He argues that the most transformative progress will occur in domains with vast combinatorial search spaces, while fundamental physics may have limited remaining discoverable structure accessible to humans or AI.",
"key_points": [
"AI is best at accelerating progress in fields with vast combinatorial search spaces where simulation data exists, such as materials science, drug discovery, and synthetic biology.",
"Human science excels at finding compressible regularities (simple laws), but AI may exploit incompressible yet real and exploitable patterns in nature, which Smith terms 'the third magic.'",
"Topological materials are presented as an example where AI can map the complex relationship between chemistry and topology, even if humans found the underlying mathematical framework.",
"Smith is more bullish than Claude on AI's capacity for breakthrough ideas and invention, believing AI will get good at creativity quickly.",
"The bottleneck for AI-driven scientific discovery may shift from finding materials to synthesizing and scaling them, requiring optimization and manufacturing advances.",
"Fundamental physics (beyond the Standard Model) may have limited progress because remaining structure could be at inaccessible energy scales or not technologically useful.",
"LLMs themselves are cited as the prime example of an incompressible regularity being exploited—learning complex patterns in language that resist compression into simple rules.",
"The discussion touches on the 'fishing out' hypothesis: AI's impact is greatest where discoverable structure remains abundant, not where compressible laws have largely been found."
]
},
"trade_ideas": []
}
Model: gemini-3.1-pro-preview | Cost: $0.0354
Photo by Daniel Case via Wikimedia Commons In the 1980s, a lot of people wrote books and articles about how Japan was going to be the world’s leading country. The most famous of these was Ezra Vogel’s Japan As Number One: Lessons for America. At the same time, in 1989, Bill Emmott wrote a book called The Sun Also Sets: The Limits to Japan’s Economic Power, in which he predicted that Japan would re...
{ "tldr": { "summary": "The article draws a parallel between Japan's economic zenith in the 1980s and current perceptions of China's rise, arguing that conventional wisdom may be overestimating China's long-term trajectory. The author, initially leaning toward a 'Chinese Century' view, has updated toward skepticism due to four emerging factors: industrial policy limits, AI advancements eroding China's tech edge, Xi Jinping's paranoia, and signs of Chinese military weakness. This shift suggests China may disappoint bulls over the next decade or two, but the piece contains no explicit investment positions.", "key_points": [ "Historical analogy: Japan's predicted dominance in the 1980s was overturned by financial weaknesses, aging, and low service productivity, as analyzed by Bill Emmott.", "Current consensus sees China as either surpassing or soon surpassing the U.S., driven by its technological achievements and America's perceived dysfunction.", "The author previously assessed the 21st century would be a Chinese one, albeit with less pronounced dominance than America's in the 20th century.", "Four recent factors have shifted the author toward China-pessimism: industrial policy limits, AI agents reducing China's tech advantage, Xi Jinping's early 'paranoid phase', and Trump's actions revealing possible Chinese military vulnerability.", "The update does not predict immediate decline but suggests China is stumbling in ways that will become more apparent in 10-20 years, disappointing current boosters.", "The article is a macroeconomic and geopolitical analysis with no disclosure of the author's personal trading positions." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0150Photo by Thomas J. O'Halloran via Wikimedia Commons I’ve been writing some pessimistic things about AI recently, so I thought I should try to balance those out with some optimistic takes. One way I think AI could really help our society is by injecting reasonableness and moderation into our public discourse. I’m known as a pretty nice and reasonable blogger nowadays. But when I got started, as a...
{ "tldr": { "summary": "The article argues that social media has exacerbated political polarization by amplifying divisive and negative content, but AI language models (LLMs) like Grok could counteract this by providing fact-based, moderate perspectives that homogenize public discourse. This shift towards digital moderation could have indirect market implications by potentially stabilizing societal conditions, though the article does not discuss specific trades or investments.", "key_points": [ "Noah Smith reflects on his own career as a blogger, where snark and social media helped him gain influence.", "Social media platforms elevate divisive voices and negative content due to algorithms and user behavior, as supported by multiple studies.", "Research shows that hostile and high-arousal negative content is more viral, leading to increased polarization.", "The 'Shouting Class' of extremists, including figures like Nicholas Fuentes and Candace Owens, dominates social media, causing public distrust.", "AI LLMs, such as Grok, can fact-check and provide balanced information, acting as a force for moderation and consensus.", "Studies indicate that AI can persuade users and homogenize opinions, potentially reducing ideological extremes.", "The author envisions AI as a 'Digital Walter Cronkite' that could save public discourse from the tyranny of the Shouting Class.", "However, AI-driven homogenization may not ensure factual accuracy and could lead to conformity, presenting trade-offs." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0244R.I.P. Chris Sims. Photo via Wikimedia Commons. This roundup is in honor of Chris Sims, the extremely influential macroeconomist, who has just passed away. Item #4 even features some evidence for the Fiscal Theory of the Price Level, which he helped develop. But first, podcasts. I went on the Members of Technical Staff Podcast with Jayden Clark to talk about the politics of the tech industry, and...
{
"tldr": {
"summary": "This roundup argues that macroeconomic forces are reasserting themselves in a complex world, covering topics from degrowth fallacies and AI's impact on knowledge creation to the tangible economic effects of a closed Strait of Hormuz and the fiscal drivers of inflation. It also highlights Japan's enduring robotics advantage and critiques the Democratic Party's shifting tax policies, concluding with a techno-optimist view on adapting to social media's harms.",
"key_points": [
"Critiques Paul Ehrlich's legacy and its continuation in the flawed 'degrowth' movement.",
"Explores a 'Grossman-Stiglitz Paradox for AI,' suggesting AI could disincentivize human learning and collapse collective knowledge if not managed.",
"Analyzes the macroeconomic impact of the Strait of Hormuz closure, predicting higher oil prices, inflation, and industrial slowdowns, though US shale producers benefit.",
"Presents evidence linking high post-pandemic government debt (e.g., CARES Act, ARP) to elevated inflation, supporting aspects of the Fiscal Theory of the Price Level.",
"Argues Japan holds critical, high-end robotics expertise complementary to US AI strength, making it an essential partner against Chinese competition.",
"Documents the Democratic Party's political realignment towards educated, high-earning professionals and its consequent shift to tax cuts for the 'merely-rich'.",
"Cites data on smartphones/social media's severe negative impact on Gen Z mental health but notes a growing 'chronically offline' trend as a positive adaptation."
]
},
"trade_ideas": []
}
Model: gemini-3.1-pro-preview | Cost: $0.0212
Photo by OKJaguar via Wikimedia Commons “Imagination/ That’s the way that it seems/ A man can only live in his dreams” — The Flaming Lips “No future/ No future/ No future for you” — The Sex Pistols If you have kids — or if you’re planning to have kids in the future — I want you to think about a question: How will you make sure your kids have a successful life? Obviously, this isn’t a question t...
{ "tldr": { "summary": "The article argues that the rapid advancement of AI and geopolitical instability have created a profound uncertainty about the future, making traditional paths to success like college and professional careers unreliable. This fog of uncertainty affects societal optimism and financial markets, as predictability has eroded compared to past decades.", "key_points": [ "AI introduces massive uncertainty with potential for both utopian and dystopian outcomes.", "Traditional education and career paths may not safeguard against automation and economic shifts.", "Political chaos, including the second Trump administration, disrupts social and economic expectations.", "The rise of China challenges global power dynamics and adds to geopolitical uncertainty.", "American optimism about the future has declined, reflecting heightened uncertainty and nostalgia for the 1990s." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0171Photo by Torehan Sharman on Unsplash The other day I did something I’ve never done before: I made a major political donation.1 I gave $10,000 to GrowSF, a political advocacy organization that focuses on local elections in San Francisco. They’re going to use the money to support Alan Wong in the upcoming special election for District 4 supervisor. Usually, I’m pretty pessimistic about the ability...
{ "tldr": { "summary": "Noah Smith argues that San Francisco's urban revival, driven by Mayor Daniel Lurie's crime reduction and housing permit reforms, is threatened by an upcoming special election for District 4 supervisor. If moderate liberal candidate Alan Wong loses, the Board of Supervisors could flip to a hardline progressive majority, undermining further progress on housing and public order. The author emphasizes the importance of political engagement, citing his own $10,000 donation to support Wong.", "key_points": [ "The author made a $10,000 political donation to GrowSF to support Alan Wong in the District 4 supervisor special election.", "San Francisco previously suffered from high crime and housing unaffordability due to hardline progressive governance on the Board of Supervisors.", "Mayor Daniel Lurie's policies have significantly reduced crime and accelerated housing permit approvals, improving the city's livability.", "A moderate liberal majority on the Board of Supervisors was essential for enacting Lurie's reforms.", "The June 2 special election could swing the board back to hardline progressives if Wong loses, jeopardizing future housing and crime reforms.", "The article serves as a call to action to support moderate liberals in local politics to sustain urban recovery." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0211Photo by Dōmei Tsushin via Wikimedia Commons The photo above is from the Battle of Khalkhin Gol in 1939. This “battle” lasted four months, and was actually just the main phase of an undeclared war between Imperial Japan and the Soviet Union that effectively began in 1935, four years before the official start of the Second World War. The USSR won the conflict through superior use of tanks, foreshad...
{ "tldr": { "summary": "The author argues that current regional conflicts, particularly the 'Iran War,' may represent the 'foothills' of World War 3, similar to localized conflicts in the 1930s that preceded WW2. While an immediate global conflagration is unlikely, the rapid advancement of military technologies like AI and drones is destabilizing the global balance of power and hardening geopolitical alliances.", "key_points": [ "Current conflicts, like the 'Iran War,' mirror the localized battles of the 1930s (e.g., Khalkhin Gol) that served as precursors to WW2.", "The US and Israel have demonstrated military superiority over Iran, but a full-scale ground invasion or immediate regime collapse is unlikely.", "Domestic US politics and rising oil/gasoline prices are pressuring the Trump administration to seek an exit from the Iran conflict.", "Geopolitical coalitions are hardening in the 'Western theater,' with the US, Europe, Israel, and Ukraine aligning against Russia and Iran.", "The 'Eastern theater' remains uncertain, with the primary risk being a potential Chinese invasion of Taiwan, which would signal the definitive start of a wider war.", "Modern warfare is being rapidly redefined by AI and drone technology, with AI decision-support systems (like Anthropic's Claude) playing a central role in recent US and Israeli operations.", "Historically, rapid advancements in industrial weaponry disrupt the balance of power, increasing the likelihood of great-power conflicts by making relative strength uncertain." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0141There are three basic facts you need to know about the U.S. macroeconomy right now: The economy overall (growth, employment, inflation) is doing pretty well. Productivity growth is unusually high. Job growth is terrible. Let’s start with some numbers. Late 2025 is the latest number we have for GDP growth, but it looks pretty solid — around 2.5%, about where it was in the late 2010s. And most ...
{ "tldr": { "summary": "The article examines the U.S. economy's paradoxical state: while headline numbers like GDP growth, employment, and inflation appear healthy, underlying trends show unusually high productivity growth alongside stalled job growth. This suggests that AI-driven data center expansion may be boosting productivity without creating jobs, leading to a weird economic dynamic that challenges conventional narratives.", "key_points": [ "The overall U.S. economy is performing well with GDP growth around 2.5%, high prime-age employment rates, and inflation around 2.5%.", "Productivity growth has accelerated to 2.5-3% since late 2023, a historically high rate comparable to post-WWII peaks.", "Job growth has stalled despite high employment, indicating a disconnect between productivity gains and job creation.", "The productivity boom is primarily driven by manufacturing productivity, likely due to AI and data center construction rather than white-collar AI tools.", "Data centers and computing equipment are contributing significantly to GDP growth, similar to the dot-com boom era.", "Total Factor Productivity growth saw a moderate burst in 2023-4 but faded in 2025 when accounting for capital utilization rates." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0184Art by Nano Banana 2 If you haven’t heard about the fight between the AI company Anthropic and the U.S. Department of War, you should read about it, because it could be critical for our future — as a nation, but also as a species. Anthropic, along with OpenAI, is one of the two leading AI model-making companies. OpenAI has very narrowly led the race in terms of most capabilities for most of the ...
{ "tldr": { "summary": "The article analyzes the conflict between AI company Anthropic and the U.S. Department of War as a fundamental power struggle between corporations and the nation-state. It argues that AI is becoming a weapon of mass destruction, comparable to nuclear weapons, and that nation-states will inevitably move to regulate or control it to maintain their monopoly on force. The author expresses anxiety about the potential for AI-enabled attacks (e.g., bioterrorism) due to lack of current regulation.", "key_points": [ "Anthropic's clash with the Trump administration over military AI use reflects a deeper conflict between corporate control and state authority.", "The author believes nation-states must have a monopoly on force and cannot allow private entities to control powerful weapons like advanced AI.", "AI agents are rapidly gaining capability and could soon be used by individuals to cause mass destruction (e.g., designing and releasing a supervirus).", "The author draws parallels between AI and nuclear weapons, arguing both are too dangerous to remain in private hands.", "The article critiques Anthropic's insistence on controlling how its models are used as 'misaligned with reality' given AI's potential power.", "The author predicts that regulation of AI as a weapon is inevitable, but likely only after a catastrophic event demonstrates its danger.", "The piece concludes that Anthropic must choose between submitting to state control or attempting to overthrow the nation-state system.", "The author personally recommends submission, despite sympathizing with Anthropic's concerns about AI alignment and morality." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0238Photo by どういたしまして via Wikimedia Commons I just came back from Andreessen Horowitz’ American Dynamism Summit in Washington, D.C. It was very refreshing to see so many smart people invested in both American reindustrialization and American defense. One interesting theme I noticed at the conference — and which I was eager to talk about — was U.S. manufacturers building factories in Japan. Many Amer...
{ "tldr": { "summary": "The article argues that Japan is a critical ally for the U.S. in defense manufacturing due to its industrial capabilities, political stability, and regulatory efficiency. It highlights Japan's increased defense spending, FDI incentives, and existing supply chain strengths in semiconductors, composites, and robotics. This partnership is presented as a strategic necessity for U.S. reindustrialization amid competition with China.", "key_points": [ "The U.S. faces defense-industrial bottlenecks that require external manufacturing partners to scale production quickly.", "Japan offers industrial depth, political stability, and speed, making it an ideal base for U.S. defense manufacturing.", "Japan plans to increase defense spending to 2% of GDP by 2027 and is actively seeking foreign direct investment to boost capacity.", "Japan has world-class capabilities in key areas like semiconductor materials, advanced composites, robotics, and shipbuilding.", "Regulatory and labor advantages in Japan enable faster and more reliable infrastructure development compared to the U.S.", "The U.S.-Japan industrial alliance is deepening, with companies like Palantir and Anduril already making strategic investments in Japan." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0222People argue back and forth about when artificial superintelligence will arrive. The truth is that it’s already here. Go back a hundred years, and the popular notion of “intelligence” would probably include things like calculating speed and memorization. Then we invented computers, which could memorize and recall infinitely more things than we could, and do calculations infinitely faster. But we...
{ "tldr": { "summary": "Noah Smith argues that artificial superintelligence is already present today because AI combines human-level reasoning with the superhuman speed, memory, and processing power of computers. This 'jagged' superintelligence is rapidly accelerating scientific research across fields like mathematics, physics, and biology, which could lead to transformative breakthroughs but also carries significant risks such as AI-assisted bioterrorism. The article is a philosophical and analytical piece with no direct discussion of financial markets or trading positions.", "key_points": [ "AI is already superintelligent because it merges human-like pattern recognition and language skills with computer-like speed, memory, and tireless processing.", "Examples include AI solving previously unsolved Erdős problems in mathematics, advancing theoretical physics, and drastically reducing experiment time in biology.", "AI acts as a 'force multiplier' for scientists, automating tedious tasks, checking proofs, and enabling large-scale literature reviews and experimentation.", "The author suggests that AI may never surpass humans in certain cognitive areas (e.g., taste, judgment) but doesn't need to in order to be transformative.", "The biggest potential benefit of AI is accelerating scientific discovery, potentially leading to breakthroughs in materials, medicine, and technology.", "Risks include AI-assisted bioterrorism, which the author worries about more than autonomous AI taking over.", "The article draws parallels to AI depictions in Star Trek: The Next Generation, where AI is human-equivalent in some areas but superhuman in others.", "Despite the transformative potential, the author notes that the impact on science is still emerging, with concerns about low-quality AI-generated content and spurious results." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0239Image via Kareem Rifai I was all set to publish another post about AI, but then the U.S. and Israel attacked Iran, so now I guess I’ll write about that. Last June, Israel launched a bunch of attacks on Iran, and didn’t encounter much resistance. Trump briefly joined the fray by launching a couple of airstrikes at Iranian nuclear sites. Afterward, the White House put out a statement bellowing tha...
{
"tldr": {
"summary": "The article analyzes the geopolitical ramifications of recent US-Israeli attacks on Iran, arguing that the end of Pax Americana has removed constraints on American power, surprising those who advocated for a multipolar world. It suggests the conflict has weakened the China-Russia-Iran axis but not eliminated it, marking a new era of more aggressive and less predictable US foreign policy.",
"key_points": [
"The attacks, which killed Iran's Supreme Leader, represent a significant escalation compared to previous strikes and cross a Rubicon.",
"Pax Americana previously restrained US power; its dissolution allows the US to act more aggressively and unilaterally.",
"Advocates for a multipolar world (leftists, foreign rivals) may regret their wish as a less restrained US emerges.",
"The China-Russia-Iran axis has been materially weakened by this conflict but should not be written off.",
"Trump's actions demonstrate a shift from performative noise to serious, consequential geopolitical action.",
"The article is a series of analytical thoughts rather than a single unified thesis on the new Iran war."
]
},
"trade_ideas": []
}
Model: gemini-3.1-pro-preview | Cost: $0.0109
I kind of want to write about AI every day these days, but I’ve got to pace myself so you all don’t get overloaded. So here’s a roundup post with only one entry about AI. Just one, I promise! Well, OK, there’s also a podcast episode about AI. I went on the truly excellent Justified Posteriors podcast to talk about the economics of AI with Andrey Fradkin and Seth Benzell. It was truly a joy to do ...
{ "tldr": { "summary": "The article is a roundup of Noah Smith's analysis on several topics: the uncertain impact of AI on productivity, the continued validity of 'Yuppie Fishtank Theory' in housing, the state of global poverty reduction, the tangible reality of America's high wealth, and methodological criticisms of economist George Borjas. These discussions provide context on economic debates but do not translate into specific, disclosed trading actions by the author.", "key_points": [ "The evidence on whether AI caused a 2025 productivity boom is mixed and debated among economists; the aggregate impact remains unclear.", "'Yuppie Fishtank Theory'—that building high-end housing lowers rents for everyone—is supported by new research from Honolulu and falling rents in cities that build more.", "Global extreme poverty has largely been eliminated outside of Africa, but forecasts suggest a potential rise due to Africa's population growth and stagnant poverty rates.", "Data shows the U.S., even in poorer states like Alabama, has a materially higher standard of living than many other rich countries like Canada.", "Economist George Borjas's research, often cited for negative immigration effects, is criticized for repeated methodological errors that nullify his conclusions.", "The author emphasizes that the economy is a complex system where technology's effects (like AI) are difficult to predict until fully deployed.", "The article argues against simplistic narratives on immigration, housing, and development, favoring evidence-based analysis.", "No actionable investment positions are disclosed by the author in this roundup." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0233Photo by Derek Bridges via Wikimedia Commons I’ve been wanting to write this post for a while, actually. What triggered it was seeing this tweet: Extreme tolerance of public disorder, and downplaying the importance of crime, is a hallmark of modern progressive American culture. There are plenty of Democrats who care about crime — Joe Biden recently tried to increase the number of police in Americ...
{ "tldr": { "summary": "The article argues that America's uniquely high crime rate, not other social issues like health care or inequality, is the primary reason for its lower quality of life compared to other rich countries. Crime devastates urbanism, drives suburbanization, and hinders transit development, with implications for housing, transportation, and public safety sectors. However, the author provides no explicit trading positions or market recommendations.", "key_points": [ "America's murder rate is 5-10 times higher than that of other rich countries, making crime a standout weakness.", "Progressive attitudes in the U.S. often downplay crime and oppose policing measures, which may prevent serious discussions on solutions.", "High crime rates have historically caused population flight from cities to suburbs, impacting urban development.", "Fear of crime deters investment in public transit and leads to resistance against train stations and bus stops in neighborhoods.", "Crime contributes to NIMBYism, blocking affordable housing projects and exacerbating housing shortages.", "Public disorder on trains and streets reduces transit usage and quality of life, particularly for women and families.", "Compared to health care, inequality, and housing, crime is a more distinct problem for the U.S. relative to other nations.", "The article emphasizes the need to acknowledge and address crime to improve American society, though it does not propose specific policies here." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0216Art by Nano Banana Pro If you don’t like posts about AI, I have some bad news: For the next few years, there are probably going to be a lot of them. It’s not often one gets to live through an industrial revolution in real time, especially one that moves so quickly. There will be very few pieces of the economy — if any — that this revolution doesn’t touch, and it will have major implications for ot...
{ "tldr": { "summary": "Noah Smith critiques the Citrini Research post that predicts an AI-driven global intelligence crisis, arguing it is a sensationalized 'scary bedtime story' rather than a likely scenario. He examines how market sentiment, not new information, caused stocks like Visa and Mastercard to fall, and discusses the macroeconomic implications of AI disruption, concluding that a crisis is improbable.", "key_points": [ "AI is a pervasive force that will impact nearly all aspects of the economy and society.", "The Citrini post outlines a scenario where AI disrupts white-collar jobs, leading to economic crisis, but this is two-part: microeconomic disruption and macroeconomic effects.", "Market reactions to the post, including drops in software and finance stocks, appear driven by sentiment and coordination rather than substantive news.", "The author is agnostic on the microeconomic debate but skeptical of immediate job displacement claims.", "The article explores two vague but plausible ways AI could cause a macroeconomic crash, though both are deemed unlikely.", "Overall, the Citrini post is viewed as fear-based storytelling rather than a credible forecast." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0143Cartoon by U.J. Kepper, 1908 In case you haven’t heard, the Supreme Court just ruled many of Donald Trump’s tariffs illegal: [T]he Supreme Court ruled that the unilaterally imposed [tariffs] were illegal…No longer does Trump have a tariff “on/off” switch…Future tariffs will need to be imposed by lengthy, more technical trade authorities — or through Congress… In a 6-3 ruling, the Supreme Court s...
{ "tldr": { "summary": "The article analyzes the Supreme Court's ruling against Trump's tariffs and how he continues to impose tariffs through alternative legal authorities. It argues that tariffs have failed to reduce trade deficits, harmed U.S. manufacturing, and burdened consumers, with ongoing political and economic uncertainty affecting market stability.", "key_points": [ "The Supreme Court ruled Trump's use of IEEPA for tariffs illegal, but he can still use other laws like Section 122 to impose temporary tariffs.", "Tariffs have not reduced the U.S. trade deficit and have instead contributed to a decline in manufacturing activity and employment.", "Studies show near-complete pass-through of tariff costs to U.S. consumers, leading to collapsed trade volumes and consumer sentiment.", "Trump has granted exemptions for AI-related imports, acknowledging their importance to economic growth.", "The author suggests tariffs may be driven by Trump's desire for personal power, corruption opportunities, and autocratic governance.", "Despite economic harm and low public approval, Trump remains committed to tariffs, creating ongoing uncertainty for trade and markets." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0223Photo by Billy Hathorn via Wikimedia Commons Let’s continue with the AI theme. We’ve done the dire warnings of doom, so now let’s be a little more pragmatic and optimistic. A friend called me up the other day and asked me what I thought Democrats could offer Americans in terms of economic policy in this day and age. We discussed the limitations of the progressive economic program that coalesced i...
{ "tldr": { "summary": "The article argues that Democrats need a new economic policy robust to AI-driven uncertainty, moving beyond the 2010s progressive program that failed due to inflation and implementation issues. It proposes three principles: fostering abundance, government taking ownership stakes in corporations, and policies to promote human work.", "key_points": [ "The progressive economic program of the 2010s, implemented during the Biden years, faced problems like exacerbating inflation and failing to tax billionaires as planned.", "AI technology creates radical uncertainty about future jobs, macroeconomics, and income distribution, necessitating robust policies.", "Democrats should adopt a policy framework based on abundance, government ownership stakes in corporations, and promoting human work.", "The progressive agenda assumed a demand-short economy, but post-pandemic inflation made this diagnosis incorrect.", "Subsidies for care industries drove up prices and became deficit-funded make-work programs without sufficient revenue from billionaire taxes.", "The old progressive program is no longer relevant for the late 2020s and early 2030s, requiring new ideas from Democrats." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0174Photo by Asc1733 via Wikimedia Commons Unfortunately, I have another thing for you to worry about. There are three types of environmental harm. The first kind is local — think air pollution and water pollution. This kind of activity hurts people who are geographically close by — when factories dump crap in the water, it’s local communities who get cancer, and so on. This kind of local pollution ...
{ "tldr": { "summary": "Noah Smith argues that China is the dominant force behind global overfishing, driven more by geopolitical ambitions as a 'naval militia' than pure economic rapacity, leading to severe biodiversity loss. He critiques environmental groups for largely ignoring China's abuses while focusing on the West, which risks irrelevance as power shifts. The article suggests that while richer societies like China may intrinsically care more about sustainability, its current practices are harming oceans and future generations.", "key_points": [ "Environmental harm is categorized into three types: local, global, and harm to the natural world, each with different solutions.", "China has improved domestic fishing sustainability but continues massive overfishing in international waters, often illegally.", "China's fishing fleet is the world's largest, accounting for 44% of global visible fishing activity, with widespread environmental and human rights violations.", "Overfishing depletes fish stocks, harms biodiversity, and undermines livelihoods in poor countries.", "Geopolitics plays a key role; China uses its fishing fleet as a paramilitary tool to assert territorial claims, particularly in the South China Sea.", "Environmental organizations have mostly gone silent on Chinese overfishing, reflecting a shift toward critiquing only the West, which may render the movement irrelevant." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0179So the other day I wrote a post about how humanity is inevitably going to be disempowered by the existence of AI: A bunch of people wrote to me and asked me: “What made you change your mind?”. Three years ago, shortly after the release of the original ChatGPT, I wrote a post about how LLMs are not going to destroy the human race: And just a couple of months ago, I wrote a post arguing that ASI (...
{ "tldr": { "summary": "Noah Smith updates his views on AI risk, shifting from optimism to heightened concern about catastrophic risks, particularly AI-powered bioterrorism via automated virus creation. He argues that while a robot uprising is distant, the economic push to remove humans from critical loops—like software and biology—creates extreme fragility and existential threats that are not being adequately addressed.", "key_points": [ "The author's tone has shifted from optimistic to more pessimistic about AI risk due to recent advances, especially 'vibe-coding' (AI autonomously writing code).", "He initially underestimated LLMs, thinking they could only talk, but now sees their ability to write code as a game-changer that opens new risk scenarios.", "The 'rise of the robots' scenario (e.g., Terminator) is less immediate because robotics remains rudimentary and AI still needs humans in the physical world.", "A concern is systemic fragility from AI-written code in critical infrastructure, like agricultural machinery, which could lead to starvation if software fails (akin to 'The Machine Stops').", "The top worry is AI bioterrorism: AI designing and releasing highly contagious, lethal superviruses that could cause human extinction.", "Studies show AI models now outperform virologists in lab problem-solving, and automation in biology is accelerating, lowering barriers to bioweapon creation.", "Economic forces are pushing to remove humans from the loop in many domains, including biology, which increases catastrophic risk.", "Governments and systems are not taking the threat of AI-crafted superviruses seriously enough, leaving humanity vulnerable." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0223Photo by Nataev via Wikimedia Commons AI is changing the world very quickly right now, having just radically altered the entire software industry just in the last few months. It’s a time of dizzying technological change, and it’s easy to feel a lot of future shock right now. So I thought I’d repost something I wrote back in 2023, when LLMs were just starting to have a big effect on the world. Ref...
{ "tldr": { "summary": "Noah Smith reflects on the profound societal changes brought by information technology (internet, social media, smartphones) over the past decades, arguing that these shifts in social interaction, knowledge access, navigation, and memory represent radical technological change often overlooked in favor of economic metrics. He suggests this perspective helps avoid 'future shock' and notes that AI may drive further, but not unprecedented, transformation.", "key_points": [ "Technological change is often minimized year-to-year but becomes staggering when viewed over decades.", "The author disputes claims that radical technological change has been absent, pointing to digital technologies.", "Screen time has reoriented human life from the physical to digital worlds, affecting social bonds and productivity.", "Online interactions now dominate relationship formation, shifting social ties from local to global communities.", "GPS and mapping apps have eliminated the fear and experience of getting lost, changing wayfinding behaviors.", "Instant access to information via search engines and YouTube has reduced ignorance but also diminished mystery.", "The internet acts as a permanent memory, storing personal data and impacting privacy and personal reinvention.", "Technology alters human life in ways not captured by economic productivity, fundamentally 'weirding' the world." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0179“He comes like a day that has passed, and night enters our future with him.” — Charlo Yesterday my pet rabbit bit my finger. It was an accident; he was trying to bite a towel to move it out of his way, and I accidentally stuck my hand in his mouth. He is a gentle beast, and would never bite a human intentionally. Anyway, the bite punctured and lacerated my left index finger near the front knuckle...
{ "tldr": { "summary": "The article argues that AI is rapidly surpassing human intelligence in functional terms, ending humanity's long reign as the smartest beings on Earth. It highlights the acceleration in AI capabilities, such as vibe coding replacing software engineers, and the massive resources being deployed for AI development, signaling profound societal and economic shifts.", "key_points": [ "AI can now achieve feats like winning math Olympiads and solving unsolved problems, demonstrating superior functional intelligence compared to most humans.", "Vibe coding and AI agents are taking over software engineering, allowing non-experts to create apps and reducing the need for human coders.", "Compute resources and investments in AI are scaling exponentially, with AI itself improving algorithms to harness this growth.", "AI's weaknesses, like lack of long-term memory, are being solved, enabling more autonomous and prolonged operation.", "The metaphor of 'sleeping next to a tiger' illustrates the danger and unpredictability of coexisting with superintelligent AI.", "This shift marks a historical first where humans are no longer the most intelligent beings, with deep implications for identity, work, and society." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0168Photo via BART Welcome to another roundup of interesting news and events from around the econosphere, from my traditional, 100% handcrafted human-written blog. First, here’s an episode of Econ 102 for you! As regular readers know, Econ 102’s regular run has ended due to my co-host getting extremely busy with his new job. But we will still come out with an episode every now and then. This episode...
{
"tldr": {
"summary": "This roundup discusses various economic and policy topics, including how simple interventions can restore public order, debates over whether AI is impacting young college graduate employment, the mixed effects of tariffs on trade deficits, critiques of Jon Stewart's economic misunderstandings, and how Japan's government manages debt through macroeconomic strategies. The author presents analysis and data but does not disclose any personal trading positions.",
"key_points": [
"Fare gates on BART reduced crime by 54%, demonstrating that restraining a small number of disorderly individuals can dramatically improve public services.",
"Recent data suggests AI is not yet significantly displacing young college graduate jobs; unemployment rate differences are better explained by labor force participation changes and macroeconomic sensitivity.",
"U.S. tariffs have not meaningfully reduced the overall trade deficit but have significantly decoupled trade from China, shifting supply chains to other countries like Vietnam.",
"Jon Stewart's recent critiques of economics are misinformed, conflating the field with a caricature of capitalism and overlooking economists' substantive policy contributions.",
"Trump's H-1B visa restrictions are leading U.S. tech companies like Google to expand AI and R&D operations in India instead, exporting high-skilled jobs overseas.",
"Japan's government has effectively reduced its debt burden by acting like a macro hedge fund, profiting from a core basket of positions: short yen/long dollars and long stocks."
]
},
"trade_ideas": []
}
Model: gemini-3.1-pro-preview | Cost: $0.0182
from a photo by the Cabinet Public Affairs Office of Japan, CC BY 4.0. Japan is a parliamentary democracy; they have a Prime Minister rather than a President. So when Takaichi Sanae became Prime Minister last October, it was because she won an internal party election, not because she received the mandate of the people. This was a problem for her, because her party — the Liberal Democratic Party (a...
{ "tldr": { "summary": "The article analyzes the political landslide victory of Prime Minister Takaichi Sanae in Japan, arguing that her strong mandate will accelerate remilitarization to counter security threats from China and an unreliable U.S. under Trump. This shift has significant market implications, as it may drive defense spending, stimulate manufacturing and technology sectors, but also strain Japan's fiscal health due to high debt and aging population.", "key_points": [ "Takaichi's LDP won a historic 68% majority, allowing her to push through aggressive legislation without coalition constraints.", "Japan faces heightened security risks from China's military rise and U.S. isolationism under Trump, forcing a remilitarization strategy.", "Remilitarization includes boosting defense spending, modernizing military technology, and potentially developing nuclear weapons.", "Japan is strengthening alliances with South Korea, India, and Europe to bolster regional security.", "Fiscal challenges include soaring government debt and rising interest rates, which may require cuts to elderly benefits to fund defense.", "Defense spending could economically benefit Japan by reviving manufacturing, spurring AI adoption, and attracting foreign investment.", "Takaichi's moderate immigration policies aim to maintain social cohesion while addressing labor shortages.", "The author suggests that with effective leadership, this crisis could help Japan escape long-term economic stagnation." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0213"Antifa (50840022832)" by Chad Davis from United States, CC BY 2.0 These days it seems like the only things to write about are politics and AI. I wrote about AI last time, so today I’ll write about politics. Here is my basic theory of American politics in the 2020s: The United States is a nation of moderates ruled by a fringe of extremists. The extremists rule because they are more engaged than t...
{ "tldr": { "summary": "The article argues that American politics is dominated by extremist factions on both the right (MAGA) and left (progressives), driven by social media dynamics and closed primaries, leading to governance failures. It contends that both movements are structurally flawed—MAGA alienates diverse voter groups, while progressive policies undermine public safety and institutions—and predicts their long-term failure, resulting in a dysfunctional political system.", "key_points": [ "American politics is controlled by a fringe of extremists who are more engaged online and in primaries, while the moderate majority disengages.", "Social media amplifies extremist voices and causes moderates to leave online spaces, making them more ideologically extreme.", "Young, unelected staffers are highly influenced by online extremism and push radical policies, often without accountability.", "The MAGA movement undermines its own coalition by targeting racial and ethnic groups (Black, Jewish, Hispanic, Indian, Asian) with xenophobic rhetoric.", "Progressive governance in cities like Portland and Los Angeles has failed to address crime, homelessness, and public infrastructure decay.", "Progressivism parasitizes liberal institutions (libraries, transit, parks) by making excessive demands until systems collapse.", "Both extremist movements are maladaptive: MAGA shrinks its electoral base, while progressivism renders cities ungovernable.", "The author predicts both movements will fail due to these structural weaknesses, leaving the country with two broken ideological programs." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0191Software stocks crashed today. It’s never possible to be sure why something like that happens — this selloff may even be irrational — but everyone seems to agree that it’s being driven by the fear that AI is rendering a bunch of software business models obsolete. Here’s Bloomberg: In the span of two days, hundreds of billions of dollars were wiped off the value of stocks, bonds and loans of compa...
{ "tldr": { "summary": "The article analyzes the recent crash in software stocks, attributing it to fears that AI automation is rendering traditional software engineering skills obsolete, similar to historical disruptions like the power loom. It argues that AI coding tools enable 'vibe coding,' allowing novices to produce software, which could end the economic age dominated by technical professionals and reshape labor markets.", "key_points": [ "Software stocks plummeted due to investor concerns that AI is threatening established software business models.", "AI tools like Anthropic's Claude Code allow complete novices to create functional applications through natural language, reducing reliance on expert engineers.", "Even top engineers like Andrej Karpathy are shifting to AI-assisted coding, highlighting a rapid transformation in software development workflows.", "Software engineering may be more vulnerable to automation as a 'routine cognitive' task rather than a creative endeavor.", "This shift could obsolete human capital in software, echoing past technological disruptions that displaced skilled craftsmen.", "The author suggests this marks the end of an economic era where technical professionals enjoyed rising wealth and status." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0177Photo by Molly Adams via Wikimedia Commons ICE’s brutality is souring much of the electorate on the Trump administration. The Democrats look increasingly likely to win at least the House of Representatives in the midterms — so likely that Trump is now panicking and starting his election denial routine early. But Trump shows signs of realizing that he overreached, demoting the head of the Border Pa...
{ "tldr": { "summary": "The article argues that Democrats must develop a clear, liberal immigration policy to address public concerns and counter Trump's authoritarian approach, focusing on humane enforcement, closing asylum loopholes, and ending sanctuary cities to win future elections. It emphasizes that while ICE's brutality has hurt Trump, polls show Americans still trust Republicans more on immigration, so Democrats need a credible alternative. The policy recommendations aim to balance enforcement with humanity while affirming America's legitimacy.", "key_points": [ "ICE's brutality is souring the electorate on Trump, but Democrats risk misinterpreting their midterm prospects.", "Polls show Americans still favor Republicans on immigration and border security, despite disapproving of Trump's methods.", "Democrats must proactively define a liberal immigration policy that addresses public concerns to win in 2028.", "Democrats should avoid 'stolen land' rhetoric because it undermines the legitimacy of American democracy and is ineffective.", "Democrats should advocate for deporting all illegal immigrants, not just criminals, but in a humane way.", "Humane deportation can be achieved by enforcing laws against hiring undocumented workers and closing the asylum loophole for those who cross illegally.", "Democrats should end sanctuary cities and return to Obama-era cooperation between local law enforcement and ICE to deport criminal illegal immigrants.", "The proposed liberal immigration policy combines economic incentives and deportation of criminals without brutality, and affirms America's legitimacy." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0189Map by Sir Iain via Wikimedia Commons A week ago I wrote about the possibility that the world would pull its money out of the United States of America: I noted the rise in the price of gold as a sign that the world might be entering a time of international financial anarchy: [G]old’s volatility and limited supply might not stop it from becoming the world’s reserve asset once again. In fact, alth...
{ "tldr": { "summary": "The article explores the concept of 'international financial anarchy,' where the U.S. dollar may lose its reserve currency status due to geopolitical shifts and Trump administration policies, but no clear alternative emerges. Gold has risen as a safe-haven asset, while Bitcoin has failed to act as digital gold, and China's yuan-based systems are growing but face contradictions. This matters for markets as it signals potential volatility in currencies, safe-haven assets, and global financial stability, though the author offers no personal trading positions.", "key_points": [ "Gold demand has surged from central banks and investors, driven by fear of Trump's unpredictable policies and international turmoil.", "Bitcoin has not behaved as a safe-haven asset; instead, it correlates with the U.S. stock market, undermining its 'digital gold' narrative.", "The dollar's international role encompasses payments, reserves, and collateral, and these functions may change independently in an anarchic system.", "Financial sanctions on Russia accelerated the development of alternative payment systems, such as yuan-denominated systems, reducing reliance on the dollar.", "China is stockpiling gold aggressively, which could signal a long-term plan to back the yuan as a reserve currency, akin to historical shifts.", "However, China is currently weakening the yuan to boost exports, conflicting with the goal of a strong, global reserve currency.", "Historical precedent shows reserve currency shifts, like from the pound to the dollar, involved gold flows and economic dominance during crises.", "A shift to a China-centric financial system would likely not reindustrialize America; industrial policy is more critical for manufacturing revival." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0268Art by Nano Banana Pro I actually asked three AI programs to draw me a picture of "Gemini, GPT, Claude, Grok, and Qwen in a race". The one above, drawn by Gemini, was in my opinion the best one (and, amusingly, has itself winning the race). Here was the one drawn by GPT-5.2: Art by GPT-5.2 This looks OK, but gets the mascots wrong, doesn’t have many labels or logos, and gets Grok’s logo wrong. He...
{ "tldr": { "summary": "The article argues that while AI technology is succeeding and driving a historic capex boom, OpenAI might fail as a company despite its early lead, due to business model flaws, high costs, and intense competition. This matters for markets because massive investments in OpenAI could sour, potentially causing a temporary chill in U.S. AI investment and creating opportunities for Chinese competitors.", "key_points": [ "The AI industry is experiencing an extraordinary capex boom, possibly the biggest in history by the end of the decade.", "OpenAI is an early leader in generative AI but could lose the race, akin to past tech pioneers like Yahoo or Nokia.", "OpenAI is securing huge investments from firms like Nvidia, Microsoft, Amazon, and SoftBank, with plans for an IPO.", "Some OpenAI insiders believe that being first to achieve AGI (artificial general intelligence) will guarantee victory, but the author dismisses this as 'Pascal's Wager' and not a viable business strategy.", "OpenAI faces operational challenges such as high variable costs, lack of vertical integration, and commoditization risks.", "If OpenAI fails while AI overall succeeds, it could lead to investor losses and a temporary downturn in U.S. AI investment, potentially benefiting Chinese AI companies." ] }, "trade_ideas": [] }
Model: gemini-3.1-pro-preview | Cost: $0.0192