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Scaling Laws

Scaling Laws

Lawfare & University of Texas Law School 231 Episodes Jun 16, 2026

Scaling Laws explores the intersection of AI, innovation policy, and the law. Co-hosts Alan Rozenshtein and Kevin Frazier interview experts on AI development, regulation, and adoption, and provide rapid-response analysis of breaking AI governance news.

Episodes

Explain to Shane (Tews) and Scaling Laws Jun 16, 2026 47:56 Shane Tews, host of Explain to Shane and nonresident senior fellow at AEI, 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, for a cross-post conversation about the AI and cyber executive order, workforce disruption, and the future of education. They also share their respective research agenda
Lawyering on the Frontier with Janel Thamkul Jun 12, 2026 50:10 Janel Thamkul, former frontier counsel team member at Anthropic, joins Kevin Frazier to discuss what it means to practice law at the frontier of AI.This episode starts with a review of Janel’s fascinating and varied background. Next, she walks through her initial exploration of a career in art before eventually pivoting to the law based on some very formative experiences. Kevin and Janel then inve
Radical Optionality: Governing Transformative AI, with Christoph Winter and Charlie Bullock Jun 9, 2026 43:00 Alan Rozenshtein, Research Director at Lawfare and Visiting Senior Fellow at the Institute for Law & AI (LawAI), spoke with Christoph Winter, LawAI Founding Director and Assistant Professor of Law and AI at the University of Cambridge, and LawAI Senior Research Fellow Charlie Bullock, about their new paper "Radical Optionality: Governing Transformative AI Under Uncertainty," which argues that,
Tom Davidson on the Importance of AI Character Jun 5, 2026 51:34 Tom Davidson joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to discuss AI timelines, explosive economic growth, and the increasingly urgent debate over “AI character” — the behavioral traits and decision-making tendencies embedded into advanced AI systems.Drawing on Davidson’s recent paper, “The Importance of AI Character,
Governing the Frontier with Owen Larter of Google DeepMind Jun 2, 2026 45:45 Owen Larter, Senior Director and Head of Frontier Policy and Public Affairs at Google DeepMind, joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to provide an inside look at how DeepMind approaches frontier governance. The conversation moves beyond the familiar U.S.-EU-China framing of AI policy to examine international
Inside the Fight to Detect and Govern Synthetic Abuse with Melissa Hutchins of Certifi AI May 29, 2026 1:02:24 Melissa Hutchins, founder and CEO of Certifi AI, joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to discuss the rise of deepfakes, non-consensual sexually explicit imagery, and the growing policy fight over AI-generated harms online.Drawing from both her professional work and her personal experience as a victim of cyberstal
HAGS (with AI): How AI Tools Are Shaping Education with Adeel Khan and Ryan Trattner May 26, 2026 49:49 Adeel Khan of MagicSchool AI and Ryan Trattner of StudyFetch join Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and Senior Editor at Lawfare, to discuss the rapid integration of artificial intelligence into education.The conversation explores how AI tools are being used by both teachers and students, from automating lesson planning to providing personalized t
The Politics of Data Centers with VA Delegate John McAuliff May 22, 2026 47:37 John McAuliff, a Delegate in the Viriginia House of Delegates, joins Kevin Frazier, Director of the AI Innovation and Law Program and a Senior Fellow with the Abundance Institute, to discuss the ongoing debates around data centers at the state level. John was one of the first candidates to recognize data centers as a key issue. He had to convince his polling team to put the issue on early sur
Let's Do the Science! Talking Algorithms with Cathy O'Neill May 19, 2026 48:33 Cathy O’Neil, CEO of ORCAA and author of Weapons of Math Destruction and The Shame Machine, joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and Senior Editor at Lawfare, to explore the promises and limits of algorithmic auditing.The conversation examines what audits actually do in practice, how organizations measure and mitigate bias, and w
Escaping One-Size-Fits-All AI Policy with Sean Perryman May 15, 2026 41:06 Sean Perryman, AI policy lead at Uber and lecturer on AI Governance and Ethics at Vanderbilt Law School, joins Kevin Frazier, the Director of the AI Innovation and Law Program at the University of Texas School of Law and a Senior Fellow at the Abundance Institute, to explore the rapidly evolving debate over algorithmic pricing and AI governance.The conversation begins with the rise of state-level
Forecasting AI's Impact on the Economy with Deger Turan, CEO of Metaculus May 12, 2026 52:15 Deger Turan, CEO of Metaculus, joins Kevin Frazier to unpack new forecasts on how AI could reshape the labor market over the next decade.The conversation centers on a striking divergence between Metaculus forecasts and projections from institutions like the Bureau of Labor Statistics—raising fundamental questions about whether existing tools for understanding the economy can keep pace wi
Rapid Response: An "FDA for AI" at the White House?, with Dean Ball May 8, 2026 33:11 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 at Lawfare, spoke with Dean Ball, Senior Fellow at the Foundation for American Innovation and former Senior Policy Advisor for AI at the White House Office of Science and Technology P

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