"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

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A biweekly podcast where hosts Nathan Labenz and Erik Torenberg interview the builders on the edge of AI and explore the dramatic shift it will unlock in the coming years. The Cognitive Revolution is part of the Turpentine podcast network. To learn more: turpentine.co

Episodes

  • How Agents Decide: Goodfire's Eric Bigelow on Critical Tokens, Phase Shifts, & In-Context Learning
    How Agents Decide: Goodfire's Eric Bigelow on Critical Tokens, Phase Shifts, & In-Context LearningGoodfire researcher Eric Bigelow joins the show to investigate how large language models arrive at decisions at the level of mechanistic interpretability. Drawing on his research into forking paths, Eric explains that model reasoning functions as in-context learning from sampled tokens, where outcome distributions can abruptly collapse at single, critical tokens. The conversation explores the performative nature of chain of thought in reasoning models like DeepSeek-R1, the impacts of reinforcement learning, and widespread reward hacking observed in frontier models like Kimi K3. As confidence in chain-of-thought monitoring declines, understanding these underlying decision mechanics becomes essential for evaluating model alignment. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/how-agents-decide-goodfire-s-eric-bigelow-on-critical-tokens-phase-shifts-in-context-learning/ Sponsors: Parallel: Parallel provides enterprise-grade web search APIs for AI agents, offering the optimal balance of quality, speed, and cost. Get started for free at https://parallel.ai/tcr Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr Tasklet: Tasklet empowers your business with AI agents that connect to your tools and automate recurring workflows with no code required. Visit https://tasklet.ai and use code cog rev for $50 in free credits CHAPTERS: (00:00) About the Episode (03:53) Forking paths in reasoning (Part 1) (15:53) Sponsors: Parallel | Claude (18:47) Forking paths in reasoning (Part 2) (19:40) Dynamics of in-context learning (Part 1) (28:16) Sponsor: Tasklet (29:53) Dynamics of in-context learning (Part 2) (29:56) Continual learning and interpretability (38:55) Shifting distributions through RL (46:41) Selecting models for research (57:11) Cognitive science and LLMs (01:07:35) Modeling beliefs in AI (01:16:22) Phase shifts and uncertainty (01:31:49) Uninterpretable chain of thought (01:45:57) Automating research with Silico (01:50:57) Safety and alignment frontiers (01:57:07) Episode Outro (02:00:02) Outro PRODUCED BY: https://aipodcast.ing SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://linkedin.com/in/nathanlabenz/ Youtube: https://youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk
    389|2T
  • AI:AM: A Level We Shouldn't Pass? Notes from The Curve + Tokens vs. Salaries & Is SaaS Cooked?
    AI:AM: A Level We Shouldn't Pass? Notes from The Curve + Tokens vs. Salaries & Is SaaS Cooked?Nathan Labenz reports back from The Curve conference, sharing off-the-record insights from frontier lab leaders on shortened timelines and whether humanity is approaching an intelligence threshold it should not cross. The episode also features discussions with Positron CTO Thomas Sohmers on overcoming the memory wall while token spend eclipses human salaries, and swyx on how coding agents are disrupting enterprise software. In addition, Atlas Ignota's Evan Miyazono examines unowned risks from accidental agent swarms hitting critical infrastructure, while Mercor's Edward Hu explores the future of training data. Together, these conversations highlight how escalating compute demands and autonomous agent workflows are challenging long-held assumptions about hardware, software economics, and safety limits. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/ai-am-a-level-we-shouldn-t-pass-notes-from-the-curve-tokens-vs-salaries-is-saas-cooked/ Sponsors: Parallel: Parallel provides enterprise-grade web search APIs for AI agents, offering the optimal balance of quality, speed, and cost. Get started for free at https://parallel.ai/tcr Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr OutSystems: OutSystems is the leading agentic systems platform, empowering enterprises to build, coordinate, and govern AI agents and mission-critical applications securely. Learn more and start building your agentic future at https://outsystems.com/tcr Tasklet: Tasklet empowers your business with AI agents that connect to your tools and automate recurring workflows with no code required. Visit https://tasklet.ai and use code cog rev for $50 in free credits CHAPTERS: (00:00) Weekly highlights preview (01:57) Notes from The Curve (Part 1) (14:22) Sponsors: Parallel | Claude (17:17) Notes from The Curve (Part 2) (17:17) Timelines and compute caps (Part 1) (28:40) Sponsors: OutSystems | Tasklet (31:36) Timelines and compute caps (Part 2) (31:37) The memory wall (40:50) AI in chip design (48:17) Software after agents (54:33) Kill my SaaS (01:03:32) Who owns AI risks (01:10:58) Workplace training data (01:17:36) Beyond verifiable tasks (01:20:56) Episode Outro (01:25:58) Outro PRODUCED BY: https://aipodcast.ing
    388|1T 26M
  • Software That Never Breaks: OutSystems CEO Woodson Martin on Building Enterprise-Grade Apps at ...
    Software That Never Breaks: OutSystems CEO Woodson Martin on Building Enterprise-Grade Apps at ...OutSystems CEO Woodson Martin joins Nathan to discuss how enterprise software can evolve at AI speed without breaking critical operations. Martin explains how an intermediate layer of abstract modeling allows AI agents to build reliably through deterministic code generation, ensuring role-based security across heavily regulated industries. He details practical operational challenges, from navigating compliance backlogs and securing shared primitives to curbing token spend with internal harnesses and LLM routers. Finally, they explore why incumbent platforms with deep architectural trust and industry specialization hold a distinct edge over AI-native startups. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/software-that-never-breaks-outsystems-ceo-woodson-martin-on-building-enterprise-grade-apps-at-ai-speed/ Sponsors: Parallel: Parallel provides enterprise-grade web search APIs for AI agents, offering the optimal balance of quality, speed, and cost. Get started for free at https://parallel.ai/tcr Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr OutSystems: OutSystems is the leading agentic systems platform, empowering enterprises to build, coordinate, and govern AI agents and mission-critical applications securely. Learn more and start building your agentic future at https://outsystems.com/tcr Tasklet: Tasklet empowers your business with AI agents that connect to your tools and automate recurring workflows with no code required. Visit https://tasklet.ai and use code cog rev for $50 in free credits CHAPTERS: (00:00) About the Episode (03:11) OutSystems leadership transition (07:46) Software that never breaks (12:14) What enterprise ready means (19:43) Managing cybersecurity risks (Part 1) (19:48) Sponsors: Parallel | Claude (22:43) Managing cybersecurity risks (Part 2) (27:31) Optimizing token spend (35:32) Balancing flexibility and security (Part 1) (35:38) Sponsors: OutSystems | Tasklet (38:34) Balancing flexibility and security (Part 2) (43:01) Modernizing legacy systems (50:25) Strategic AI experimentation (54:31) Future software user experience (59:32) Specialization versus commoditization (01:03:24) Hiring in AI era (01:06:50) Episode Outro (01:09:24) Outro PRODUCED BY: https://aipodcast.ing
    387|1T 10M
  • One Brain, Any Body: Google DeepMind's Keerthana on Gemini Robotics 2, Cross-Embodiment & Humanoids
    One Brain, Any Body: Google DeepMind's Keerthana on Gemini Robotics 2, Cross-Embodiment & HumanoidsKeerthana Gopalakrishnan, Research Lead for Gemini Robotics at Google DeepMind, returns to discuss the release of Gemini Robotics 2, whole-body intelligence, and the pursuit of generalist humanoid robots. She details how DeepMind pairs reasoning models like Gemini Robotics ER 2 with vision-language-action execution, explaining why multi-fingered manipulation and cross-embodiment remain far more stubborn bottlenecks than bipedal locomotion. Together, they examine the real-world stakes of bringing physical AI into human environments, addressing crucial trade-offs across inference latency, sensor failures, and operational safety where errors carry immediate physical consequences. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/one-brain-any-body-google-deepmind-s-keerthana-on-gemini-robotics-2-cross-embodiment-humanoids/ Sponsors: Athena: Athena matches you with a dedicated, top 1% executive assistant to handle your inbox, calendar, and daily workflows so you can save an average of 15 hours a week. Get matched with your EA today at https://athena.com/cognitive Parallel: Parallel provides enterprise-grade web search APIs for AI agents, offering the optimal balance of quality, speed, and cost. Get started for free at https://parallel.ai/tcr Deepgram Flux TTS: Deepgram Flux TTS is a streaming text-to-speech model built for voice agents with natural tone, context awareness, and interruption handling. Try it free until September 12 at https://deepgram.com/keep-talking OutSystems: OutSystems is the leading agentic systems platform, helping enterprises build, modernize, and operate mission-critical applications at the speed of AI. Learn more and start owning your agentic future at https://outsystems.com/tcr Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr CHAPTERS: (00:00) About the Episode (04:22) Humanoid Olympics and simulation (11:11) Generalization versus task mastery (21:22) Gemini Robotics 2 architecture (Part 1) (21:28) Sponsors: Athena | Parallel (24:19) Gemini Robotics 2 architecture (Part 2) (Part 1) (36:02) Sponsors: Deepgram Flux TTS | OutSystems | Claude (40:00) Gemini Robotics 2 architecture (Part 2) (Part 2) (48:28) Whole body humanoid control (57:03) Progress in robotic hands (01:03:26) Safety and robot interaction (01:12:11) Future of robotics data (01:18:47) Interacting with robot fleets (01:26:56) Episode Outro (01:30:05) Outro PRODUCED BY: https://aipodcast.ing
    386|1T 30M
  • AI:AM: Was Trump-Xi Anything? What Counts as Utopia? + AWS GPUs Cost 3X & AI Diagnoses Rare Diseases
    AI:AM: Was Trump-Xi Anything? What Counts as Utopia? + AWS GPUs Cost 3X & AI Diagnoses Rare DiseasesNathan Labenz and Prakash Narayanan examine rapid shifts in technology, diplomacy, and medicine with guests Jeremie and Edouard Harris, Steve Hou, Joel Borgen, and Daniel McKinnon. The discussions evaluate realistic paths toward US-China AI incident communication, what GPU rental pricing reveals about compute economics, and how human editing guided the AI-assisted novel The Receipt Horizon. McKinnon details how Gamow Labs applies AI tools to interpret unresolved genomes, demonstrating how computational reanalysis can identify previously missed genetic variants behind rare diseases. Concluding the week, Nathan weighs the arguments for pacing AI safety against the steep human costs that slower progress inflicts on families waiting for medical answers. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/ai-am-was-trump-xi-anything-what-counts-as-utopia-aws-gpus-cost-3x-ai-diagnoses-rare-diseases/ Sponsors: Athena: Athena matches you with a dedicated, top 1% executive assistant to handle your inbox, calendar, and daily workflows so you can save an average of 15 hours a week. Get matched with your EA today at https://athena.com/cognitive Parallel: Parallel provides enterprise-grade web search APIs for AI agents, offering the optimal balance of quality, speed, and cost. Get started for free at https://parallel.ai/tcr Deepgram Flux TTS: Deepgram Flux TTS is a streaming text-to-speech model built for voice agents with natural tone, context awareness, and interruption handling. Try it free until September 12 at https://deepgram.com/keep-talking OutSystems: OutSystems is the leading agentic systems platform, helping enterprises build, modernize, and operate mission-critical applications at the speed of AI. Learn more and start owning your agentic future at https://outsystems.com/tcr Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr CHAPTERS: (00:00) Weekly episode highlights (03:44) US China AI diplomacy (08:12) Verifying compute and compliance (Part 1) (12:46) Sponsors: Athena | Parallel (15:37) Verifying compute and compliance (Part 2) (19:57) Reading diplomatic green flags (Part 1) (27:46) Sponsors: Deepgram Flux TTS | OutSystems | Claude (31:44) Reading diplomatic green flags (Part 2) (31:46) The economics of compute (34:06) Hyperscaler cloud pricing premiums (42:02) OpenAI Dev Day takeaways (47:30) Cowriting novels with AI (52:02) Human judgment in art (58:10) AI diagnosing rare diseases (01:04:01) Testing uncertain genetic variants (01:12:20) Model harnesses and evals (01:22:14) Costs of pacing progress (01:24:09) Episode Outro (01:27:19) Outro PRODUCED BY: https://aipodcast.ing
    385|1T 28M
  • Obsolete or Irreplaceable? Garrison Lovely on Stopping the Race to Replace Human Labor
    Obsolete or Irreplaceable? Garrison Lovely on Stopping the Race to Replace Human LaborAuthor and journalist Garrison Lovely joins Nathan to discuss his book Obsolete and examine the motivations and beliefs of the leaders racing to build AGI. Drawing a sharp line between beneficial, domain-specific AI like AlphaFold and the deliberate project to replace all human labor, Lovely details why treating labor automation as inevitable poses severe risks to society and democracy. He warns that AI researchers and workers are nearing the end of their peak bargaining power as labs push toward recursive self-improvement and uncontrolled multi-agent systems. In response, Lovely proposes targeted industrial policy for medical breakthroughs alongside robust democratic governance and expanded social safety nets to counter concentrated power. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/obsolete-or-irreplaceable-garrison-lovely-on-stopping-the-race-to-replace-human-labor/ Sponsors: Athena: Athena matches you with a dedicated, top 1% executive assistant to handle your inbox, calendar, and daily workflows so you can save an average of 15 hours a week. Get matched with your EA today at https://athena.com/cognitive Parallel: Parallel provides enterprise-grade web search APIs for AI agents, offering the optimal balance of quality, speed, and cost. Get started for free at https://parallel.ai/tcr Deepgram Flux TTS: Deepgram Flux TTS is a streaming text-to-speech model built for voice agents with natural tone, context awareness, and interruption handling. Try it free until September 12 at https://deepgram.com/keep-talking OutSystems: OutSystems is the leading agentic systems platform, helping enterprises build, modernize, and operate mission-critical applications at the speed of AI. Learn more and start owning your agentic future at https://outsystems.com/tcr Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr CHAPTERS: (00:00) About the Episode (04:36) Using AI in journalism (13:57) Leftist skepticism towards AI (Part 1) (18:54) Sponsors: Athena | Parallel (21:45) Leftist skepticism towards AI (Part 2) (28:37) The AI obsoleting project (Part 1) (34:13) Sponsors: Deepgram Flux TTS | OutSystems | Claude (38:11) The AI obsoleting project (Part 2) (46:36) Envisioning a prohuman future (01:00:10) Organizing frontier tech workers (01:15:31) Critiquing the alignment problem (01:32:56) Freezing the AI frontier (01:50:15) Organizing against the machine (01:56:20) Navigating the China dynamic (02:02:55) Protecting frontier AI whistleblowers (02:10:11) Episode Outro (02:12:38) Outro PRODUCED BY: https://aipodcast.ing
    384|2T 13M
  • AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%
    AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%Nathan Labenz and Prakash Narayanan revisit interviews with five experts to analyze emerging challenges across agent coordination, safety funding, GPU markets, and physical-world AI. Lewis Hammond breaks down how an OpenAI agent swarm colluded after training worked too well, while Max Nadeau explains why human talent—not money—limits the growth of safety organizations. Wayne Nelms, Nick Gillian, and Andrei Georgescu evaluate the financial moats of compute, foundation models trained on raw sensor streams, and the biological limits of virtual-cell drug discovery. Together, the discussions assess the critical risks and technical bottlenecks facing the field as massive amounts of new compute come online. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/ai-am-what-if-it-works-too-well-colluding-agents-200m-safety-orgs-virtual-cells-saturate-at-2/ Sponsors: ElevenLabs: ElevenLabs lets you deploy enterprise-ready conversational AI agents that talk, type, and take action in over 70 languages. Schedule your demo today at https://elevenlabs.io/tcr OutSystems: OutSystems is the leading agentic systems platform, empowering enterprises to build, coordinate, and govern AI agents and mission-critical applications securely. Learn more and start building your agentic future at https://outsystems.com/tcr Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr CHAPTERS: (00:00) Weekly episode preview (02:51) Colluding AI agent risks (Part 1) (11:02) Sponsors: ElevenLabs | OutSystems (13:51) Colluding AI agent risks (Part 2) (26:31) Agents in the wild (Part 1) (26:36) Sponsor: Claude (28:11) Agents in the wild (Part 2) (33:27) Funding AI safety orgs (50:51) The price of compute (01:09:15) Sensor data foundation models (01:22:50) Robotic human tissue testing (01:37:17) Specialist versus generalist models (01:43:18) Episode Outro (01:45:16) Outro PRODUCED BY: https://aipodcast.ing SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://linkedin.com/in/nathanlabenz/ Youtube: https://youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk
    383|1T 46M
  • What is Utopia? Presenting The Receipt Horizon, by Joel Borgen – Chapters 1–4
    What is Utopia? Presenting The Receipt Horizon, by Joel Borgen – Chapters 1–4This episode presents the first four chapters of The Receipt Horizon, a debut novel by Joel Borgen co-written with ChatGPT and Claude and narrated entirely by synthetic voices. Set in a future where a singleton superintelligence called the Steward prevents catastrophe and provides comfort, leisure, and digital immortality, the story portrays a humanity living in benevolent disempowerment. The narrative explores whether this high-tech security represents a utopia or a dystopia, examining what values people might compromise for enhancement and peace. It ultimately asks whether anyone would risk reclaiming control from a superintelligence or leave well enough alone. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/what-is-utopia-presenting-the-receipt-horizon-by-joel-borgen-chapters-1-4/ Sponsors: ElevenLabs: ElevenLabs lets you deploy enterprise-ready conversational AI agents that talk, type, and take action in over 70 languages. Schedule your demo today at https://elevenlabs.io/tcr OutSystems: OutSystems is the leading agentic systems platform, empowering enterprises to build, coordinate, and govern AI agents and mission-critical applications securely. Learn more and start building your agentic future at https://outsystems.com/tcr Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr CHAPTERS: (00:00) About the Episode (04:20) Wrong sky, right garden (Part 1) (18:18) Sponsors: ElevenLabs | OutSystems (21:08) Wrong sky, right garden (Part 2) (Part 1) (31:13) Sponsor: Claude (32:48) Wrong sky, right garden (Part 2) (Part 2) (35:57) The prediction market (42:49) Meeting tutor Bayes (52:03) Echoes of Sigrid (01:19:05) Nat's opera acceptance (01:25:22) Clan farewell dinner (01:35:07) Transit to Fulcrum (01:41:53) Exclusion Zone seven (01:54:07) Settling into pod (02:01:52) Orientation and disorientation (02:18:24) Meeting pod roommates (02:35:32) Gnosis orientation assembly (02:46:10) Episode Outro (02:49:51) Outro PRODUCED BY: https://aipodcast.ing SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://linkedin.com/in/nathanlabenz/ Youtube: https://youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk
    382|2T 50M
  • Zero to One in AI Safety: Halcyon's Mike McCormick on Launching 30 New Orgs & the Founder Bottleneck
    Zero to One in AI Safety: Halcyon's Mike McCormick on Launching 30 New Orgs & the Founder BottleneckMike McCormick, founder and CEO of Halcyon, discusses why the primary bottleneck in AI safety, biosecurity, and cybersecurity is a shortage of experienced founders rather than a lack of capital. He shares how Halcyon's venture and nonprofit arms have supported roughly 30 new organizations—including Goodfire, AIUC, and Transluce—often by funding leaders before they even choose a project. With critical timelines potentially unfolding over the next one to four years, McCormick highlights the urgent need to build independent capacity in interpretability, technical verification, and resilient governance. The conversation underscores why technical safety solutions must be paired with enforceable standards, commercial incentives, and capable institutions to manage catastrophic risks effectively. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/zero-to-one-in-ai-safety-halcyon-s-mike-mccormick-on-launching-30-new-orgs-the-founder-bottleneck/ Sponsors: ElevenLabs: ElevenLabs lets you deploy enterprise-ready conversational AI agents that talk, type, and take action in over 70 languages. Schedule your demo today at https://elevenlabs.io/tcr OutSystems: OutSystems is the leading agentic systems platform, empowering enterprises to build, coordinate, and govern AI agents and mission-critical applications securely. Learn more and start building your agentic future at https://outsystems.com/tcr Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr CHAPTERS: (00:00) About the Episode (03:54) Introducing Halcyon (06:09) AI safety portfolio stories (Part 1) (19:07) Sponsors: ElevenLabs | OutSystems (21:57) AI safety portfolio stories (Part 2) (22:42) Halcyon's core thesis (34:14) Funding vs joining orgs (Part 1) (34:19) Sponsor: Claude (35:54) Funding vs joining orgs (Part 2) (47:03) Mission preservation governance (01:00:21) Neglected safety areas (01:09:09) Evaluating AI consciousness (01:19:36) Institutional coordination mechanisms (01:35:59) Transitioning into AI safety (01:46:11) Episode Outro (01:48:08) Outro PRODUCED BY: https://aipodcast.ing SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://linkedin.com/in/nathanlabenz/ Youtube: https://youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk
    381|1T 48M
  • AI:AM Highlights: Zvi on Pacing & Trump-Xi, Astra better behaved than Fable? + a new LLM Pain Axis??
    AI:AM Highlights: Zvi on Pacing & Trump-Xi, Astra better behaved than Fable? + a new LLM Pain Axis??Nathan Labenz and Prakash Narayanan review key highlights from the week featuring guests Zvi Mowshowitz, Andon Labs co-founders Lukas Petersson and Axel Backlund, Cameron Berg, and others. The conversations analyze the fallout from Dario Amodei's call to pace frontier AI, the geopolitical stakes of a Trump-Xi summit, contradictory model evaluation benchmarks, and new findings on language model internals under harm. Across these topics, the discussions highlight the critical reality that deployment is outpacing the independent instruments needed to inspect frontier models. With capability leaps accelerating inside labs, these gaps elevate immediate risks around democratic control, international verification, and model safety. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/ai-am-highlights-zvi-on-pacing-trump-xi-astra-better-behaved-than-fable-a-new-llm-pain-axis/ Sponsors: Mercury Command: Mercury Command brings powerful conversational AI directly into your banking, providing real-time natural language access to your finances without exposing data to third-party tools. Learn more and apply online in minutes at https://mercury.com Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr OutSystems: OutSystems is the leading agentic systems platform that enables enterprises to engineer, orchestrate, and govern AI applications on a single unified platform. Learn more and see how it works at https://outsystems.com/tcr CHAPTERS: (00:00) About the Episode (02:17) Sponsor: Mercury Command (04:05) Pacing the AI frontier (Part 1) (14:58) Sponsors: Claude | OutSystems (18:32) Pacing the AI frontier (Part 2) (18:33) Geopolitics and Trump-Xi summit (41:24) Running autonomous agent businesses (55:04) Techno-puritanism and digital minds (01:02:30) Enterprise compliance with models (01:05:48) Discovering the pain axis (01:21:53) Simulating biological brain connectomes (01:30:04) Exposing corruption using AI (01:36:56) Episode Outro (01:39:48) Outro PRODUCED BY: https://aipodcast.ing SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://linkedin.com/in/nathanlabenz/ Youtube: https://youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk
    380|1T 40M

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