Keen On America

• Episode 2531: Emily Bender and Alex Hanna on the AI Con

  Is AI a big scam? In their co-authored new book, The AI Con, Emily Bender and Alex Hanna take aim at what they call big tech “hype”. They argue that large language models from OpenAI or Anthropic are merely what Bender dubs "stochastic parrots" that produce text without the human understanding nor the revolutionary technology that these companies claim. Both Bender, a professor of linguistics, and Hanna, a former AI researcher at Google, challenge the notion that AI will replace human workers, suggesting instead that these algorithms produce "mid" or "janky" content lacking human insight. They accuse tech companies of hyping fear of missing out (FOMO) to drive adoption. Instead of centralized AI controlled by corporations, they advocate for community-controlled technology that empowers users rather than exploiting them. Five Takeaways (with a little help from Claude)* Large language models are "stochastic parrots" that produce text based on probability distributions from training data without actual understanding or communicative intent.* The AI "revolution" is primarily driven by marketing and hype rather than groundbreaking technological innovations, creating fear of missing out (FOMO) to drive adoption.* AI companies are positioning their products as "general purpose technologies" like electricity, but LLMs lack the reliability and functionality to justify this comparison.* Corporate AI is designed to replace human labor and centralize power, which the authors see as an inherently political project with concerning implications.* Bender and Hanna advocate for community-controlled technology development where people have agency over the tools they use, citing examples like Teheku Media's language technology for Maori communities.Dr. Emily M. Bender is a Professor of Linguistics at the University of Washington where she is also the Faculty Director of the Computational Linguistics Master of Science program and affiliate faculty in the School of Computer Science and Engineering and the Information School. In 2023, she was included in the inaugural Time 100 list of the most influential people in AI. She is frequently consulted by policymakers, from municipal officials to the federal government to the United Nations, for insight into into how to understand so-called AI technologies.Dr. Alex Hanna is Director of Research at the Distributed AI Research Institute (DAIR). A sociologist by training, her work centers on the data used in new computational technologies, and the ways in which these data exacerbate racial, gender, and class inequality. She also works in the area of social movements, focusing on the dynamics of anti-racist campus protest in the US and Canada. She holds a BS in Computer Science and Mathematics and a BA in Sociology from Purdue University, and an MS and a PhD in Sociology from the University of Wisconsin-Madison. Dr. Hanna is the co-author of The AI Con (Harper, 2025), a book about AI and the hype around it. With Emily M. Bender, she also runs the Mystery AI Hype Theater 3000 series, playfully and wickedly tearing apart AI hype for a live audience online on Twitch and her podcast. She has published widely in top-tier venues across the social sciences, including the journals Mobilization, American Behavioral Scientist, and Big Data & Society, and top-tier computer science conferences such as CSCW, FAccT, and NeurIPS. Dr. Hanna serves as a Senior Fellow at the Center for Applied Transgender Studies and sits on the advisory board for the Human Rights Data Analysis Group. She is also recipient of the Wisconsin Alumni Association's Forward Award, has been included on FastCompany's Queer 50 (2021, 2024) List and Business Insider's AI Power List, and has been featured in the Cal Academy of Sciences New Science exhibit, which highlights queer and trans scientists of color.Named as one of the "100 most connected men" by GQ magazine, Andrew Keen is amongst the world's best known broadcasters and commentators. In addition to presenting the daily KEEN ON show, he is the host of the long-running How To Fix Democracy interview series. He is also the author of four prescient books about digital technology: CULT OF THE AMATEUR, DIGITAL VERTIGO, THE INTERNET IS NOT THE ANSWER and HOW TO FIX THE FUTURE. Andrew lives in San Francisco, is married to Cassandra Knight, Google's VP of Litigation & Discovery, and has two grown children.Keen On America is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit keenon.substack.com/subscribe

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• Episode 2530 William Dalrymple on how Ancient India transformed the world

  The traditional notion of western civilization is premised on the legacy of ancient Greece and Rome. Other less Eurocentric historians, like the Silk Road author Peter Frankopan, point to the role of China in shaping classical Europe. But, in The Golden Road, the Scottish-Indian historian William Dalrymple, challenges this "Silk Road" narrative, arguing India was Rome's primary trading partner and spread its culture peacefully throughout Asia. Dalrymple, who has lived in India for the last 40 years, explains how ancient Indian mathematical innovations like the concept of zero and our number system radically transformed the world. In a far ranging conversation, the astonishingly erudite Dalrymple also discusses his meteoric career as a non-academic historian and podcaster, India's resurgence as a global power, and offers his take on the current tensions between India and Pakistan over Kashmir. Five Key Takeaways* Ancient India was a civilization equal to Greece, Egypt, and China, contributing pivotal mathematical innovations including zero, the numerical system we use today, and advanced astronomical calculations like determining the Earth's circumference and heliocentric universe model—all developed long before the West.* The popular "Silk Road" narrative is largely a modern myth created in the 1870s. In reality, Rome and India were major trading partners, not Rome and China, with extensive sea trade rather than overland routes.* India's historical global influence was achieved peacefully through "soft power" – spreading Buddhism, Hinduism, science, mathematics, and culture across Asia through merchants and monks rather than military conquest.* Despite being a British historian writing about a former British colony, Dalrymple has found remarkable success in India, becoming a bestselling author who has chosen to focus on writing accessible, well-researched histories rather than pursuing a traditional academic career.* The current India-Pakistan conflict over Kashmir represents a dangerous flashpoint between nuclear powers that could escalate without diplomatic intervention, reflecting ongoing tensions that date back to 1947.William Dalrymple FRSL, FRGS, FRAS (born William Hamilton-Dalrymple on 20 March 1965) is a Scottish historian and writer, art historian and curator, as well as a prominent broadcaster and critic. His books have won numerous awards and prizes, including the Duff Cooper Memorial Prize, the Thomas Cook Travel Book Award, the Sunday Times Young British Writer of the Year Award, the Hemingway, the Kapuściński and the Wolfson Prizes. He has been four times longlisted and once shortlisted for the Samuel Johnson Prize for non-fiction. He is also one of the co-founders and co-directors of the annual Jaipur Literature Festival. This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit keenon.substack.com/subscribe

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• Episode 2529: Who is cheating whom in American universities?

  “Who’s Cheating?” asks Keith Teare in his weekly summary of tech news. Keith is defending a Columbia University student who was punished for openly used AI in his classes. As Arthur C. Clark famously noted, advanced technology is indistinguishable from magic, and so its use is often viewed as cheating by the old regime. But, as Keith and I agree, the $80,000 annual fees that universities are now charging for an undergraduate education could also be seen as a particularly egregious form of cheating. Especially since that a similar education could mostly be achieved by a $20 monthly OpenAI account. Five Takeaways* AI usage in education is causing institutional resistance, with a Columbia student's expulsion highlighting the tension between traditional learning and new technology adoption.* Universities face an existential crisis as AI makes knowledge more accessible, potentially undermining their expensive business model of gatekeeping talent.* Google's search dominance is threatened as Apple explores AI alternatives and companies like Anthropic develop competitive search APIs.* OpenAI is navigating a complex transition, maintaining non-profit governance while uncapping profit potential, signaling Altman's focus on commercial applications.* The future of AI lies in the application layer, with OpenAI's hiring of Instacart's CEO for applications suggesting a strategy to own the entire AI stack from infrastructure to user interface.Keen On America is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit keenon.substack.com/subscribe

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• Episode 2528: Jason Riley on how racial preferences have done more harm than good for black Americans

  Not everyone will like this argument. Jason Riley, the Wall Street Journal columnist and author of The Affirmative Action Myth, argues that affirmative action policies have been counterproductive for Black Americans. He contends that Black Americans were making faster economic and educational progress before affirmative action policies began in the late 1960s. Riley claims these policies primarily benefit upper-class Blacks while setting up many poorer students for failure by placing them in institutions where they struggle academically. He advocates for colorblind policies rather than racial preferences, arguing that historically Black colleges continue to effectively educate Black professionals, and that integration should not take precedence over educational outcomes. Five key takeaways* Riley argues that Black Americans were making faster economic and educational progress before affirmative action policies were implemented in the late 1960s, with gaps narrowing between Black and white Americans.* He claims affirmative action primarily benefits upper-class Black Americans rather than addressing poverty, with the wealthiest 20% seeing gains while the poorest 20% fell behind.* Riley contends that racial preferences in college admissions set up many Black students for failure by placing them in institutions where they're academically mismatched, leading to higher dropout rates.* He emphasizes that historically Black colleges continue to produce disproportionate numbers of Black professionals, suggesting racial integration of classrooms shouldn't take precedence over educational outcomes.* Riley advocates for colorblind policies rather than racial preferences, arguing that such an approach would better promote Black upward mobility and reduce racial divisiveness.Jason Riley is an opinion columnist at The Wall Street Journal, where his column, Upward Mobility, has run since 2016. He is also a senior fellow at the Manhattan Institute and provides television commentary for various news outlets. Mr. Riley, a 2018 Bradley Prize recipient, is the author of four books: “Let Them In: The Case for Open Borders” (2008); “Please Stop Helping Us: How Liberals Make It Harder for Blacks to Succeed” (2014); “False Black Power?” (2017); and “Maverick: A Biography of Thomas Sowell” (2021). Mr. Riley joined the paper in 1994 as a copy reader on the national news desk in New York. He moved to the editorial page in 1995, was named a senior editorial page writer in 2000, and became a member of the Editorial Board in 2005. He joined the Manhattan Institute in 2015. Born in Buffalo, New York, Mr. Riley earned a bachelor's degree in English from the State University of New York at Buffalo. He has also worked for USA Today and the Buffalo News.Named as one of the "100 most connected men" by GQ magazine, Andrew Keen is amongst the world's best known broadcasters and commentators. In addition to presenting the daily KEEN ON show, he is the host of the long-running How To Fix Democracy interview series. He is also the author of four prescient books about digital technology: CULT OF THE AMATEUR, DIGITAL VERTIGO, THE INTERNET IS NOT THE ANSWER and HOW TO FIX THE FUTURE. Andrew lives in San Francisco, is married to Cassandra Knight, Google's VP of Litigation & Discovery, and has two grown children.Keen On America is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit keenon.substack.com/subscribe

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• Episode 2527: Mark Skousen on why Benjamin Franklin is the Greatest American

  As a direct descendant of Benjamin Franklin, the Chapman University economist Mark Skousen might be a bit biased. That said, Skousen makes an entertaining case in his new book, The Greatest American, for Franklin as being the most innovative and versatile of the Founding Fathers. Skousen acknowledges Franklin's contradictions: his transition from slave owner to abolitionist, his notoriety as a ladies' man and, above all, his moral philosophy of deploying his private wealth for the public good. What we are left with is the most human and least overtly political of all the Founding Fathers. Five Key Takeaways * Versatile Genius: Franklin excelled in numerous fields, with Skousen identifying 22 different careers including printing, science, diplomacy, and civic leadership, making him uniquely accomplished among American historical figures.* Ethical Capitalism: Franklin represents an ideal capitalist model who made his fortune by age 42, then dedicated the rest of his life to public service, establishing libraries, hospitals, and other civic institutions.* Personal Evolution: Franklin demonstrated willingness to change his views, most notably transitioning from slave owner to becoming the first president of Pennsylvania's abolitionist society.* Political Pragmatism: Franklin defied easy political categorization, valuing practical solutions over ideology and warning against concentrated power with his famous quote: "a republic, if you can keep it."* Complex Character: Despite his accomplishments, Franklin had notable flaws, including nepotism and his reputation as a "ladies' man," creating a complicated legacy that transcends simple hero worship.Mark Skousen holds the Doti-Spogli Chair of Free Enterprise at Chapman University in California. As an eighth-generation direct descendant of Benjamin Franklin, he has had a lifelong interest in the “grandfather” of our nation. Dr. Skousen’s career has often followed that of his illustrious ancestor, as a publisher, author, financial advisor, teacher, father, public servant, and world traveler. In 2006, he and his wife, Jo Ann, compiled and edited The Compleated Autobiography by Benjamin Franklin, covering the remainder of his career, 1757–1790 (published by Regnery History).Named as one of the "100 most connected men" by GQ magazine, Andrew Keen is amongst the world's best known broadcasters and commentators. In addition to presenting the daily KEEN ON show, he is the host of the long-running How To Fix Democracy interview series. He is also the author of four prescient books about digital technology: CULT OF THE AMATEUR, DIGITAL VERTIGO, THE INTERNET IS NOT THE ANSWER and HOW TO FIX THE FUTURE. Andrew lives in San Francisco, is married to Cassandra Knight, Google's VP of Litigation & Discovery, and has two grown children.Keen On America is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit keenon.substack.com/subscribe

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