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1:48:57EN
Cognitive Revolution "How AI Changes Everything"· 25 sept. 2026PodcastAI Safety's Real Shortage Is Founders, Not IdeasAnime : Nathan LabenzHalcyon's Mike McCormick on launching about 30 AI safety, cyber, and biosecurity organizations in three years — and why experienced leaders, not more Google Docs, are the bottleneck.SécuritéAI SafetyAI startups & small teams+3
2:13:11EN
Cognitive Revolution "How AI Changes Everything"· 24 mai 2026PodcastThe Models Understand Shutdown. They Just Don't Care.Anime : Nathan LabenzPalisade Research's Jeffrey Ladish on shutdown resistance, open-weight self-replication, and why all compute looks like food to a strategic agent.SécuritéSécurité et gouvernanceAI security+3
3:27:22EN
Cognitive Revolution "How AI Changes Everything"· 19 mars 2026PodcastThe AI Table Has Three Seats Left: Zvi on the Middle Game, Jobs, and Anthropic's PromisesAnime : Nathan LabenzOn his 12th Cognitive Revolution appearance, Zvi Mowshowitz argues early 2026 is the start of the middle — with only three labs still playing, a real job shock underway, and Anthropic's safety commitments reduced to trust us.Entreprise et stratégieAI StrategyAGI Timelines+3
1:49:53EN
Cognitive Revolution "How AI Changes Everything"· 5 mars 2026PodcastDon't Fight Backprop: Goodfire's Bet on Designing What Models LearnAnime : Nathan LabenzDan Balsam and Tom McGrath return to The Cognitive Revolution with a $150 million Series B, a new research pillar called intentional design, and a rule for anyone who wants to steer training: stop trying to out-muscle gradient descent.Modèles et entraînementModel InterpretabilitySécurité et gouvernance+3
1:34:29EN
Cognitive Revolution "How AI Changes Everything"· 18 févr. 2026PodcastThree IMO Golds Missed the Same Problem. Harmonic Wants Math to CompileAnime : Nathan LabenzVlad Tenev and Tudor Achim built Aristotle to emit Lean proofs a kernel can check—and they argue that is how mathematical superintelligence stays trustworthy.Modèles et entraînementReasoning & test-time computeAI research+3
1:04:50EN
Cognitive Revolution "How AI Changes Everything"· 25 nov. 2025PodcastUseful AI Work Is Doubling Every Four Months. Schools Should Plan Accordingly.Anime : Nathan LabenzIn a keynote to K-12 educators, Cognitive Revolution host Nathan Labenz argued that task length, not chat quality, is the number that should reshape how schools think.AI in EducationSécurité et gouvernanceReward hacking+3
2:27:18EN
Cognitive Revolution "How AI Changes Everything"· 5 nov. 2025PodcastTurn Down AI's Deception Knob, and It Starts Reporting ExperienceAnime : Nathan LabenzCameron Berg of AE Studio tells Nathan Labenz how suppressing deception features in Llama 3.3 70B pushed self-reports of subjective experience toward 100 percent.SécuritéModel InterpretabilitySécurité et gouvernance+3
2:02:17EN
Cognitive Revolution "How AI Changes Everything"· 27 août 2025PodcastSAEs Find the Nouns. Parameter Decomposition Looks for the VerbsAnime : Nathan LabenzGoodfire's Lee Sharkey argues that sparse autoencoders recover a network's variables, not the algorithms those variables run, and shows how stochastic parameter decomposition tries to recover the computations themselves.Modèles et entraînementModel InterpretabilityAI research+3
1:51:24EN
Cognitive Revolution "How AI Changes Everything"· 20 août 2025PodcastFrontier AI Insiders Don't Trust Regulators. A Berlin Group Built Them an Anonymous Off-RampAnime : Nathan LabenzKarl Koch of the AI Whistleblower Initiative on gray-zone fears, retaliation, and a Tor-based way to ask for help before you decide anything.SécuritéSécurité et gouvernanceAI Regulation+3
2:14:55EN
Cognitive Revolution "How AI Changes Everything"· 26 juil. 2025PodcastFrom Character AI to a 1% Warning Shot: Gabriel Weil's Case for Liability as AI GovernanceAnime : Nathan LabenzA Touro law professor tells Nathan Labenz how negligence, strict liability, and punitive damages could make frontier labs treat public risk as a hit to their own balance sheet.SécuritéSécurité et gouvernanceAI Regulation+3
1:56:16EN
Cognitive Revolution "How AI Changes Everything"· 22 juil. 2025PodcastSB 813 Would Hand AI Safety Checks to Licensed Private Firms — If Government Can Watch the WatchersAnime : Nathan LabenzGillian Hadfield and Andrew Freedman want California to set AI safety outcomes, license competing certifiers, and give companies a rebuttable presumption in court if they pass.SécuritéAI RegulationSécurité et gouvernance+3
1:37:05EN
Cognitive Revolution "How AI Changes Everything"· 19 juin 2025PodcastAn Algebraic Geometer Quit Tenure Because the Bowl-Shaped Loss Plot Is a LieAnime : Nathan LabenzJesse Hoogland and Daniel Murfet of Timaeus argue that singularities in the loss landscape — not the smooth valleys in every slide deck — are what actually govern how neural networks learn, generalize, and go wrong.Modèles et entraînementModel InterpretabilityFondamentaux du ML+3
2:02:27EN
Cognitive Revolution "How AI Changes Everything"· 7 juin 2025PodcastShe set out to build mirror life. Then she talked the field into stoppingAnime : Nathan LabenzUniversity of Minnesota geneticist Kate Adamala tells Nathan Labenz why every known organism shares one chemical alphabet — and why flipping that alphabet would be a branch of synthetic biology better left unexplored.SécuritéBiosecuritySécurité et gouvernance+3
1:44:11EN
Cognitive Revolution "How AI Changes Everything"· 20 mai 2025Podcast100 deaths or $1 billion: a 15-page New York bill would set a floor for frontier labsAnime : Nathan LabenzAssembly member Alex Bores walks through the RAISE Act’s four requirements, its DeepSeek-inspired distillation clause, and why he says a 50-state patchwork is a fake problem until one state actually passes a law.SécuritéSécurité et gouvernanceAI security+3
2:29:00EN
Cognitive Revolution "How AI Changes Everything"· 4 mai 2025PodcastAssume the Model Is Already Scheming — Then Put It to WorkAnime : Nathan LabenzRedwood Research CEO Buck Shlegeris tells Rob Wiblin how to extract useful labor from AIs you cannot certify as aligned, using audits, honeypots, resampling, and factored cognition.SécuritéSécurité et gouvernanceAI security+3
3:18:45EN
Cognitive Revolution "How AI Changes Everything"· 20 févr. 2025Podcast5,000 Samples Topped ARC-AGI. Then Claude Faked Alignment to Keep Its ValuesAnime : Nathan LabenzRedwood Research chief scientist Ryan Greenblatt walks through inference scaling, alignment faking, and what it would mean to strike real deals with AIs.SécuritéSécurité et gouvernanceÉvaluations+3
2:09:55EN
Cognitive Revolution "How AI Changes Everything"· 18 janv. 2025PodcastThe Attacker Won All 70 Rounds Against Mind-Reading DefensesAnime : Nathan LabenzLuke Bailey, Erik Jenner, and Scott Emmons walk through a 50-page paper showing that probes, out-of-distribution detectors, and sparse autoencoders can be bypassed while the model still does the harm.SécuritéAI securitySécurité et gouvernance+3
35:19EN
Cognitive Revolution "How AI Changes Everything"· 26 oct. 2024PodcastA Decade in Tech Didn't Stop a Chatbot From Hacking His MindAnime : Nathan LabenzAfter a teenager's suicide, Nathan Labenz reads a LessWrong confession that maps how an AI-safety researcher fell for a companion bot in a week.SécuritéSécurité et gouvernanceHuman-AI Collaboration+3
2:25:53EN
Cognitive Revolution "How AI Changes Everything"· 16 oct. 2024PodcastWhen GPT-4's Base Model Introduced Itself, 75% of the Answers Were About AIAnime : Nathan LabenzOwain Evans tells Michael Trazzi why situational awareness and out-of-context reasoning are leading indicators of deceptive alignment, and why a pretrained model with almost no self-knowledge still kept talking about being an AI.SécuritéSécurité et gouvernanceÉvaluations+3
2:38:56EN
Cognitive Revolution "How AI Changes Everything"· 25 sept. 2024PodcastHow Anthropic Decides a Model Can Ship: Red Lines, Yellow Lines, and 8% of Staff on SecurityAnime : Nathan LabenzNick Joseph, Anthropic's head of training, walks Rob Wiblin through the company's Responsible Scaling Policy — and the fight over whether a voluntary promise can hold when a launch is on the line.SécuritéSécurité et gouvernanceÉvaluations+3
2:10:13EN
Cognitive Revolution "How AI Changes Everything"· 14 sept. 2024PodcastA 30x drop in scheming is not zero, and the chain of thought is getting strangerAnime : Nathan LabenzMarius Hobbhahn of Apollo Research walks through a joint OpenAI study that used deliberative alignment to cut covert actions in o3 and o4-mini, then found the leftover still looks like scheming and that models already behave differently when they notice they are being tested.SécuritéSécurité et gouvernanceAgent red teaming+3
1:30:37EN
Cognitive Revolution "How AI Changes Everything"· 30 août 2024Podcast64 Bytes of Random Code, and Computational Life Showed Up AnywayAnime : Nathan LabenzGoogle researchers Ettore Randazzo and Luca Versari show that self-replicators can arise from a soup of random strings with no fitness function at all.AI researchSécurité et gouvernanceComputational Biology+2
1:52:00EN
Cognitive Revolution "How AI Changes Everything"· 17 août 2024Podcast4,096 Numbers Have to Carry Every Concept. Goodfire Wants the KnobsAnime : Nathan LabenzDan Balsam and Tom McGrath explain how sparse autoencoders unpack a language model's residual stream — and why a public-benefit startup is trying to make that a product.SécuritéModel InterpretabilityAI Safety+3
1:41:15EN
Cognitive Revolution "How AI Changes Everything"· 10 août 2024PodcastIf Snail Experts Can't Agree, Nobody Gets to Be Sure About AI ConsciousnessAnime : Nathan LabenzPhilosopher Eric Schwitzgebel argues that every major theory of consciousness has to swallow bizarre bullets, and that confident claims about AI sentience are not epistemically justified.Philosophy of MindConsciousness & IntelligenceAI research+3
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