The most played episodes among Podcast App listeners.

1. 1
   Number 1: Planning for the AI-Powered Economy with Windfall's Adrian Brown

   In this episode, we're joined by Adrian Brown, founder and CEO of Windfall Trust, for a conversation about the economic impacts of AI. Why the economic focus (00:58) Capturing AI's impact in macro statistics (5:03) Planning under uncertainty (9:44) What's driving the AI backlash (17:27) A new social contract for the AI era (20:31) Are governments taking AI seriously enough? (31:21) Why AI is likely to create major wealth concentration (39:10) Adrian Brown is the founder and CEO of Windfall Trust, a policy accelerator working to prepare governments and societies for the economic impacts of AI. Before founding Windfall, he spent two decades at the intersection of government and technology, including as the founding Executive Director of the Centre for Public Impact in London. Additional Reading "Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of Artificial Intelligence" (Stanford Digital Economy Lab): https://digitaleconomy.stanford.edu/publication/canaries-in-the-coal-mine-six-facts-about-the-recen… "AI as Normal Technology" (Knight First Amendment Institute): https://knightcolumbia.org/content/ai-as-normal-technology "Forging a New AGI Social Contract" (Windfall Trust): https://windfalltrust.substack.com/p/forging-a-new-agi-social-contract "Betting on Humans" by Anton Leicht and Dean Ball: https://writing.antonleicht.me/p/betting-on-humans

   August 13, 2026·47min
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   Number 2: METR Investigates OpenAI-Hugging Face Incident and California Legislature Advances IVO Framework

   This week, we unpack findings from METR's six-day investigation of the OpenAI-Hugging Face cyber incident. We also discuss an IVO bill passed by the California Legislature, Bill Gates' take on the current moment in AI, and a federal judge striking down Anthropic's supply chain risk designation. Additional Reading: SB-813 bill text: https://leginfo.legislature.ca.gov/faces/billNavClient.xhtml?bill_id=202520260SB813 "Toward a Federal Framework: Lessons from State and International Frontier AI Regulation" by Laura Caroli and Aalok Mehta: https://www.csis.org/analysis/toward-federal-framework-lessons-state-and-international-frontier-ai-regulation "The turbulent AI era is here. The choices we make now are critical." by Bill Gates: https://www.gatesnotes.com/a-turbulent-ai-era-and-critical-choices-to-make "Brief independent investigation of agents' behavior, reasoning and collaboration in the OpenAI/Hugging Face hacking incident" by METR: https://metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation/ "The Hugging Face incident and the road ahead" by OpenAI: https://openai.com/index/hugging-face-incident-and-the-road-ahead/ "A call for collective action on cyber defense" open letter by OpenAI: https://openai.com/collective-cyberdefense/

   September 03, 2026·44min
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   Number 3: Responding to AI Agent Containment Failures with CSET's Helen Toner, LawAI's Mackenzie Arnold & CSIS's Matt Pearl

   This episode cross-posts a panel from the event "AI Agent Containment Failures: Technical Realities and Policy Responses," co-hosted by the Wadhwani AI Center and the Institute for Law and AI on August 24. Check out the full event recording: https://www.csis.org/events/ai-agent-containment-failures-technical-realities-and-policy-responses Guests: Helen Toner, Executive Director, Center for Security and Emerging Technology (CSET) at Georgetown Mackenzie Arnold, Director of U.S. Policy, Institute for Law and AI (LawAI) Matt Pearl, Director, Strategic Technologies Program at the Center for Strategic and International Studies (CSIS) Timestamps: What we've learned since the OpenAI-Hugging Face incident (1:15) Incentives for safety measures at frontier labs (16:24) Technical talent within government (22:18) Ensuring compliance to incident reporting requirements (34:58) Liability for crimes committed by AI agents (38:00) Liability safe harbors (51:55) Additional Reading: "When Reporting an AI Security Incident Is Not Mandatory" by Mackenzie Arnold and Stephan Llerena for Lawfare: https://www.lawfaremedia.org/article/when-reporting-an-ai-security-incident-is-not-mandatory "Investigating three real-world incidents in our cybersecurity evaluations" blog by Anthropic: https://www.anthropic.com/news/investigating-incidents-cybersecurity-evals "Incident Report: unsanctioned agent behavior during cyber testing" by U.K. AISI: https://www.aisi.gov.uk/blog/incident-report-unsanctioned-agent-behaviour-during-cyber-testing "Pacing model development in an era of cyber-critical capabilities" announcement from OpenAI: https://openai.com/index/pacing-model-development-cyber-capabilities/ "Pacing the Frontier" petition: https://www.pacingthefrontier.com/ CSIS Commission on U.S. Cyber Force Generation: https://www.csis.org/analysis/csis-commission-us-cyber-force-generation Limitations of the current incident reporting regime (7:46)Role of the U.S. government in helping defenders (11:52)What the executive branch can do now (25:29)Concrete policy recommendations (29:31)U.S.-China competition (40:50)Preventing abuse of an incident reporting regime (44:25)De facto regulatory role played by frontier lab employees (49:24)Role of AI-generated code in cyberdefense (54:45)Concluding remarks (55:53)"Out of Bounds: What the U.S. Government Should Do in Response to AI Agent Containment Failures" by Aalok Mehta: https://www.csis.org/analysis/out-bounds-what-us-government-should-do-response-ai-agent-containment-failures"The 'Breaking' News: The OpenAI–Hugging Face Incident" presentation at Black Hat: https://youtu.be/87DyyMV0kCY?si=GWh9MB1plhO-xjYT

   August 27, 2026·1h 2min
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   Number 4: OpenAI Pauses RL Training and Anthropic Adds Watermarks to AI-Generated Text

   This week, we cover updates from the ongoing cyber saga, including OpenAI's two-week pause on RL training and the cyber capabilities of Z.ai's latest model GLM-5.3. We also unpack Anthropic's move to add watermarks to text generated by Claude in compliance with the EU AI Act. Timestamps: Mark Zuckerberg's essay on AI (00:20) OpenAI pauses RL training (5:56) Cyber capabilities of GLM-5.3 (15:29) EU AI Act refresher (24:29) How Anthropic's text watermark works (31:21) What's driving the backlash against Anthropic (40:59) Additional Reading: Zuckerberg's essay "The Future is for Everyone": https://www.meta.com/thefutureisforeveryone/ OpenAI announces two-week pause on RL training: https://openai.com/index/pacing-model-development-cyber-capabilities/ Letter from Sanders to tech CEOs: https://www.sanders.senate.gov/wp-content/uploads/AI-Pause-Letter-FINAL.pdf Letter from House reps to Mike Johnson: https://casar.house.gov/sites/evo-subsites/casar.house.gov/files/evo-media-document/final-letter-to-speaker-johnson-requesting-ai-hearings-1.pdf Z.ai blog post "GLM-5.3: Frontier Coding with Emergent Cyber Capabilities": https://z.ai/blog/glm-5.3 Z.ai article "Preparing GLM-5.3 for Open Release: A Responsible Path to Cyber Defense": https://x.com/Zai_org/status/2088280509474320693 "The EU's AI Transparency Code of Practice, Explained" (Tech Policy Press): https://www.techpolicy.press/the-eus-ai-transparency-code-of-practice-explained/ Anthropic blog post "How Claude's text watermark works": https://www.anthropic.com/news/claude-text-watermark "Toward a Federal Framework: Lessons from State and International Frontier AI Regulation" (CSIS): https://www.csis.org/analysis/toward-federal-framework-lessons-state-and-international-frontier-ai-regulation Check out our upcoming event, "AI Agent Containment Failures: Technical Realities and Policy Responses": https://www.csis.org/events/ai-agent-containment-failures-technical-realities-and-policy-responses

   August 20, 2026·48min
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   Number 5: Three More AI Hacking Incidents, and a Push to 'Pace the Frontier'

   In this episode, we touch on Texas' new verification and audit requirement for data center developers seeking connection to the state's grid (1:11) before unpacking Anthropic's disclosure of three incidents in which its models hacked into another company during internal cyber evaluations (11:02). We discuss how these incidents—in addition to a previously disclosed incident at OpenAI—are driving calls for the U.S. government to help "pace the frontier" of AI development (21:53). We also explore the connection between AI safety and open model development, including Nvidia's open letter to U.S. policymakers, "Open Weights and American AI Leadership." (33:18). Additional Reading: Gov. Abbott's data center directive: https://gov.texas.gov/uploads/files/press/Thomas_Gleeson_Pablo_Vegas_Data_Centers_Directive_Letter_… "China's AI Blitz Creates 'Death Zone' for Rival US Model Makers" (Bloomberg): https://www.bloomberg.com/news/articles/2026-08-04/china-s-ai-blitz-creates-death-zone-for-rival-us-model-makers Anthropic's blog post "Investigating three real-world incidents in our cybersecurity evaluations": https://www.anthropic.com/news/investigating-incidents-cybersecurity-evals Hugging Face's technical writeup "Anatomy of a Frontier Lab Agent Intrusion": https://huggingface.co/blog/agent-intrusion-technical-timeline State Attorneys General letter to OpenAI: https://www.iowaattorneygeneral.gov/media/cms/08_5392C9E17791C.pdf House Committee on Homeland Security briefing request: https://x.com/HomelandDems/status/2084389406194929918 "How OpenAI Lost Control of an AI Model—and What Needs to Change" (TIME): https://time.com/article/2026/07/24/openai-hugging-face-attack/ "Pacing the Frontier" petition: https://www.pacingthefrontier.com/ Nvidia's open letter "Open Weights and American AI Leadership": https://images.nvidia.com/pdf/Open-Weights-and-American-AI-Leadership.pdf

   August 06, 2026·45min
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