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Scaling Laws

Lawfare & University of Texas Law School

259 episodes

Scaling Laws explores (and occasionally answers) the questions that keep OpenAI’s policy team up at night, the ones that motivate legislators to host hearings on AI and draft new AI bills, and the ones that are top of mind for tech-savvy law and policy students. Co-hosts Alan Rozenshtein, Professor at Minnesota Law and Research Director at Lawfare, and Kevin Frazier, AI Innovation and Law Fellow at the University of Texas and Senior Editor at Lawfare, dive into the intersection of AI, innovation policy, and the law through regular interviews with the folks deep in the weeds of developing, regulating, and adopting AI. They also provide regular rapid-response analysis of breaking AI governance news.

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Episodes page 2 of 6

  1. Should AI Laws Be Subject To A Higher Standard? The Right to Compute with Kendall Cotton

    · 40 min

    Kendall Cotton, Founder and CEO of Montana’s Frontier Institute, joins Kevin Frazier, the AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to discuss Montana’s…

  2. Why Data Governance Is the Key to AI Biosecurity, with Jassi Pannu and Doni Bloomfield

    · 50 min

    Why Data Governance Is the Key to AI Biosecurity, with Jassi Pannu and Doni Bloomfield Alan Rozenshtein, research director at Lawfare, spoke with Jassi Pannu, assistant professor at the Johns Hopkins Bloomberg School…

  3. Rapid Response Pod: Trump's New AI Framework with Helen Toner & Dean Ball

    · 25 min

    On Friday, March 20, the Trump Administration announced a National Policy Framework for AI. White House officials have stressed that they want Congress to act on the framework's recommendations within the year. What…

  4. Is AI a Death Sentence for Civic Institutions?, with Jessica Silbey and Woodrow Hartzog

    · 53 min

    Alan Rozenshtein, research director at Lawfare, spoke with Woodrow Hartzog, the Andrew R. Randall Professor of Law at Boston University School of Law, and Jessica Silbey, Professor of Law and Honorable Frank R. Kenison…

  5. Can AI Enable Human Agency?, with Tomicah Tillemann

    · 46 min

    Tomicah Tillemann, President at Project Liberty Institute, joins the show. Tomicah offers a unique perspective on regulating emerging technology given his time as a venture capitalist and head of policy at Andreessen…

  6. Live from Ashby: Taking a Long View on AI Governance with Austin Carson and Caleb Watney

    · 58 min

    Kevin Frazier hangs out with Caleb Watney of the Institute for Progress and Austin Carson of SeedAI at the Ashby Workshops to discuss the long-run policy foundations needed for the AI Age. Rather than focusing on…

  7. Scaling Laws x AI Summer: Who Controls the Machine God?

    · 58 min

    Alan Rozenshtein, associate professor of law at the University of Minnesota and research director at Lawfare, and Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and senior editor…

  8. In Defense of Optimism with Packy McCormick

    · 46 min

    Packy McCormick, founder of Not Boring and Not Boring Capital, joins Kevin Frazier, Director of the AI Innovation and Law Program at the University of Texas School of Law and a Senior Fellow at the Abundance Institute,…

  9. The Pentagon Goes to War With Anthropic

    · 46 min

    An impasse is coming to a head. The resolution is unknown. The Department of Defense has made clear that Anthropic has until 5:01pm ET today, February 27th, 2026, to permit its use of Claude for any lawful purpose. CEO…

  10. Can AI Make AI Regulation Cheaper?, with Cullen O'Keefe and Kevin Frazier

    · 52 min

    Alan Rozenshtein, research director at Lawfare, spoke with Cullen O'Keefe, research director at the Institute for Law & AI, and Kevin Frazier, AI Innovation and Law Fellow at the University of Texas at Austin School of…

  11. Claude's Constitution, with Amanda Askell

    · 47 min

    Alan Rozenshtein, research director at Lawfare, and Kevin Frazier, senior editor at Lawfare, spoke with Amanda Askell, head of personality alignment at Anthropic, about Claude's Constitution: a 20,000-word document…

  12. Live from Ashby: Adaptive AI Governance with Gillian Hadfield and Andrew Freedman

    · 55 min

    Kevin Frazier sits down with Andrew Freedman of Fathom and Gillian Hadfield, AI governance scholar, at the Ashby Workshops to examine innovative models for AI regulation. They discuss: • Why traditional regulation…

  13. The Persuasion Machine: David Rand on How LLMs Can Reshape Political Beliefs

    · 58 min

    Alan Rozenshtein, research director at Lawfare, and Renee DiResta, associate research professor at Georgetown University's McCourt School of Public Policy and contributing editor at Lawfare, spoke with David Rand,…

  14. Alan and Kevin join the Cognitive Revolution.

    · 1 h 31 min

    Nathan Labenz, host of the Cognitive Revolution, sat down with Alan and Kevin to talk about the intersection of AI and the law. The trio explore everything from how AI may address the shortage of attorneys in rural…

  15. Is this your last "job"? The AI Economy With AEI's Brent Orrell

    · 51 min

    Most folks agree that AI is going to drastically change our economy, the nature of work, and the labor market. What's unclear is when those changes will take place and how best Americans can navigate the transition.…

  16. Rapid Response Pod on The Implications of Claude's New Constitution

    · 56 min

    Jakub Kraus, a Tarbell Fellow at Lawfare, spoke with Alan Rozenshtein, Associate Professor of Law at the University of Minnesota and Research Director at Lawfare, and Kevin Frazier, the AI Innovation and Law Fellow at…

  17. The Honorable AI? Shlomo Klapper Talks Judicial Use of AI

    · 43 min

    Shlomo Klapper, founder of Learned Hand, joins Kevin Frazier, the Director of the AI Innovation and Law Fellow at the University of Texas School of Law, a Senior Fellow at the Abundance Institute, and a Senior Editor…

  18. How AI Can Transform Local Criminal Justice, with Francis Shen

    · 52 min

    Alan Rozenshtein, research director at Lawfare, spoke with Francis Shen, Professor of Law at the University of Minnesota, director of the Shen Neurolaw Lab, and candidate for Hennepin County Attorney. The conversation…

  19. Release Schedules and Iterative Deployment with Open AI's Ziad Reslan

    · 51 min

    Ziad Reslan, a member of OpenAI’s Product Policy Staff and a Senior Fellow with the Schmidt Program on Artificial Intelligence, Emerging Technologies, and National Power at Yale University, joins Kevin Frazier, AI…

  20. A Year That Felt Like a Decade: 2025 Recap with Sen. Maroney & Neil Chilson

    · 54 min

    Connecticut State Senator James Maroney and Neil Chilson, Head of AI Policy at the Abundance Institute, join Kevin Frazier, the AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor…

  21. Cass Sunstein on What AI Can and Cannot Do

    · 43 min

    Alan Z. Rozenshtein, Lawfare senior editor and associate professor of law the University of Minnesota, speaks with Cass Sunstein, the Robert Walmsley University Professor at Harvard University, about his new book,…

  22. AI Chatbots and the Future of Free Expression with Jacob Mchangama and Jacob Shapiro

    · 54 min

    Renée DiResta, Lawfare contributing editor and associate research professor at Georgetown's McCourt School of Public Policy, and Alan Z. Rozenshtein, Lawfare senior editor and associate professor of law the University…

  23. Rapid Response Pod on the AI Preemption Executive Order

    · 56 min

    In this rapid response episode, Lawfare senior editors Alan Rozenshtein and Kevin Frazier and Lawfare Tarbell fellow Jakub Kraus discuss President Trump's new executive order on federal preemption of state AI laws, the…

  24. Graham Dufault on small businesses and navigating EU AI laws

    · 45 min

    Graham Dufault, General Counsel at ACT | The App Association, joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to explore how small- and…

  25. Caleb Withers on the Cybersecurity Frontier in the Age of AI

    · 48 min

    Caleb Withers, a researcher at the Center for a New American Security, joins Kevin Frazier, the AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to discuss how…

  26. A Startup's Perspective on AI Policy

    · 52 min

    Andrew Prystai, CEO and co-founder of Vesta, and Thomas Bueler-Faudree, co-founder of August Law, join Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at…

  27. Anthropic's General Counsel, Jeff Bleich, Explores the Intersection of Law, Business, and Emerging Technology

    · 37 min

    Jeff Bleich, General Counsel at Anthropic, former Chief Legal Officer at Cruise, and former Ambassador to Australia during the Obama administration, joins Kevin Frazier, AI Innovation and Law Fellow at the University…

  28. The AI Economy and You: How AI Is, Will, and May Alter the Nature of Work and Economic Growth with Anton Korinek, Nathan Goldschlag, and Bharat Chander

    · 44 min

    Anton Korinek, a professor of economics at the University of Virginia and newly appointed economist to Anthropic's Economic Advisory Council, Nathan Goldschlag, Director of Research at the Economic Innovation Group,…

  29. Anthropic's Gabriel Nicholas Analyzes AI Agents

    · 49 min

    Gabriel Nicholas, a member of the Product Public Policy team at Anthropic, joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to introduce the…

  30. The GoLaxy Revelations: China's AI-Driven Influence Operations, with Brett Goldstein, Brett Benson, and Renée DiResta

    · 55 min

    Alan Rozenshtein, senior editor at Lawfare, spoke with Brett Goldstein, special advisor to the chancellor on national security and strategic initiatives at Vanderbilt University; Brett Benson, associate professor of…

  31. Sen. Scott Wiener on California Senate Bill 53

    · 49 min

    California State Senator Scott Wiener, author of Senate Bill 53--a frontier AI safety bill--signed into law by Governor Newsom earlier this month, joins Alan Rozenshtein, Associate Professor at Minnesota Law and…

  32. AI and Energy: What do we know? What are we learning?

    · 52 min

    Mosharaf Chowdhury, associate professor at the University of Michigan and director of the ML Energy lab, and Dan Zhao, AI researcher at MIT, GoogleX, and Microsoft focused on AI for science and sustainable and…

  33. AI Safety Meet Trust & Safety with Ravi Iyer and David Sullivan

    · 47 min

    David Sullivan, Executive Director of the Digital Trust & Safety Partnership, and Rayi Iyer, Managing Director of the Psychology of Technology Institute at USC’s Neely Center, join join Kevin Frazier, AI Innovation and…

  34. Rapid Response: California Governor Newsom Signs SB-53

    · 36 min

    In this Scaling Laws rapid response episode, hosts Kevin Frazier and Alan Rozenshtein talk about SB-53, the frontier AI transparency (and more) law that California Governor Gavin Newsom signed into law on September 29.…

  35. The Ivory Tower and AI (Live from IHS's Technology, Liberalism, and Abundance Conference).

    · 43 min

    Neil Chilson, Head of AI Policy at the Abundance Institute, and Gus Hurwitz, Senior Fellow and CTIC Academic Director at Penn Carey Law School and Director of Law & Economics Programs at the International Center for…

  36. AI and Young Minds: Navigating Mental Health Risks with Renee DiResta and Jess Miers

    · 59 min

    Alan Rozenshtein, Renee DiResta, and Jess Miers discuss the distinct risks that generative AI systems pose to children, particularly in relation to mental health. They explore the balance between the benefits and harms…

  37. AI Copyright Lawsuits with Pam Samuelson

    · 59 min

    On today's Scaling Laws episode, Alan Rozenshtein sat down with Pam Samuelson, the Richard M. Sherman Distinguished Professor of Law at the University of California, Berkeley, School of Law, to discuss the rapidly…

  38. AI and the Future of Work: Joshua Gans on Navigating Job Displacement

    · 58 min

    Joshua Gans, a professor at the University of Toronto and co-author of "Power and Prediction: The Disruptive Economics of Artificial Intelligence," joins Kevin Frazier, the AI Innovation and Law Fellow at the…

  39. The State of AI Safety with Steven Adler

    · 47 min

    Steven Adler, former OpenAI safety researcher, author of Clear-Eyed AI on Substack, and independent AGI-readiness researcher, joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law,…

  40. Contrasting and Conflicting Efforts to Regulate Big Tech: EU v. US

    · 46 min

    Anu Bradford, Professor at Columbia Law School, and Kate Klonick, Senior Editor at Lawfare and Associate Professor at St. John's University School of Law, join Kevin Frazier, AI Innovation and Law Fellow at the…

  41. Uncle Sam Buys In: Examining the Intel Deal

    · 48 min

    Peter E. Harrell, Adjunct Senior Fellow at the Center for a New American Security, joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to examine…

  42. AI in the Classroom with MacKenzie Price, Alpha School co-founder, and Rebecca Winthrop, leader of the Brookings Global Task Force on AI in Education

    · 1 h 21 min

    MacKenzie Price, co-founder of Alpha School, and Rebecca Winthrop, a senior fellow and director of the Center for Universal Education at the Brookings Institution, join Kevin Frazier, the AI Innovation and Law Fellow…

  43. The Open Questions Surrounding Open Source AI with Nathan Lambert and Keegan McBride

    · 45 min

    Keegan McBride, Senior Policy Advisor in Emerging Technology and Geopolitics at the Tony Blair Institute, and Nathan Lambert, a post-training lead at the Allen Institute for AI, join Alan Rozenshein, Associate…

  44. Export Controls: Janet Egan, Sam Winter-Levy, and Peter Harrell on the White House's Semiconductor Decision

    · 54 min

    Alan Rozenshtein, research director at Lawfare, sat down with Sam Winter-Levy, a fellow in the Technology and International Affairs Program at the Carnegie Endowment for International Peace; Janet Egan, a senior fellow…

  45. Navigating AI Policy: Dean Ball on Insights from the White House

    · 58 min

    Join us on Scaling Laws as we delve into the intricate world of AI policy with Dean Ball, former senior policy advisor at the White House's Office of Science and Technology Policy. Discover the behind-the-scenes…

  46. The Legal Maze of AI Liability: Anat Lior on Bridging Law and Emerging Tech

    · 47 min

    In this episode, we talk about the intricate world of AI liability through the lens of agency law. Join us as Anat Lior explores the compelling case for using agency law to address the legal challenges posed by AI…

  47. Values in AI: Safety, Ethics, and Innovation with OpenAI's Brian Fuller

    · 50 min

    Brian Fuller, product policy leader at OpenAI joins Kevin on the challenges of designing policies that ensure AI technologies are safe, aligned, and socially beneficial. From the fast-paced landscape of AI development…

  48. Because of Woke: Renée DiResta and Alan Rozenshtein on the ‘Woke AI’ Executive Order

    · 47 min

    Renée DiResta, an Associate Research Professor at the McCourt School of Public Policy at Georgetown join Alan Rozenshtein and Kevin Frazier, to take a look at the Trump Administration’s Woke AI policies, as set forth…

  49. Moving the AGI Goal Posts: AI Skepticism with Sayash Kapoor

    · 59 min

    In this episode of Scaling Laws, Kevin Frazier is joined by Sayash Kapoor, co-author of "AI Snake Oil," to explore the complexities of AI development and its societal implications. They delve into the skepticism…

  50. A New AI Regulatory Regime? SB 813 with Lauren Wagner and Andrew Freedman

    · 56 min

    In this episode, join Kevin Frazier as he delves into the complex world of AI regulation with experts Lauren Wagner of the Abundance Institute and Andrew Freedman, Chief Strategy Officer at Fathom. As the AI community…

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