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1:48:57EN
Cognitive Revolution "How AI Changes Everything"· 2026年9月25日播客AI Safety's Real Shortage Is Founders, Not Ideas主持 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.安全AI SafetyAI startups & small teams+3
1:04:14EN
Unsupervised Learning: With Jacob Effron· 2026年7月31日播客The Man Who Helped Stand Up Colossus in 120 Days Is Betting on an AI That Lives in Your House主持 Jacob EffronxAI co-founder Igor Babuschkin left to start River AI, arguing coding agents have crossed a threshold, closed labs are getting squeezed, and the next prize is personal, local intelligence.智能体AI startups & small teamsCompany Building+3
1:13:48EN
Unsupervised Learning: With Jacob Effron· 2026年7月16日播客Carriers Spend $200 Billion a Year. The Money Went Up the Stack主持 Jacob EffronBenedict Evans tells Jacob Effron why analogizing AI to past platforms is a dead end, and why looking at how those platforms actually made money is not.企业与战略AI Strategy企业 AI+3
1:55:12EN
Cognitive Revolution "How AI Changes Everything"· 2025年11月8日播客28,000 Documents, a 3B Model, 22 People: The Technical Ledger of Catholic AI主持 Nathan LabenzLongbeard CEO Matthew Harvey Sanders tells The Cognitive Revolution how a mission-driven team is aligning models to the Catholic magisterium — and why fine-tuning was not enough.模型与训练检索增强生成微调+3
1:02:05EN
Unsupervised Learning: With Jacob Effron· 2025年9月24日播客$100 Million Researchers and a $200 Billion xAI: An AI Roundtable Does the Math主持 Jacob EffronDatology’s Ari Morcos and Radical Ventures’ Rob Toews argue over whether models are plateauing, whether RL-environment startups will last, and why Google is the lab they would pick.企业与战略AI StrategyAI startups & small teams+3
1:51:39EN
Cognitive Revolution "How AI Changes Everything"· 2025年9月3日播客A native ad engine for AI—and the questions it cannot dodge主持 Nathan LabenzRyan Hudson, who sold Honey to PayPal for $4 billion, joins Nathan Labenz to explain ZeroClick’s bet on paid inference-time ads, and the societal incentives he has not yet had to confront.企业与战略AI in sales & marketingProduct Strategy+3
57:52EN
Unsupervised Learning: With Jacob Effron· 2025年8月13日播客They Aimed for 1%. The Lab Hit 20%. Chai Discovery Moved Antibody Design Onto the Computer.主持 Jacob EffronJoshua Meier on three waves of AI drug discovery, why Chai-2 behaves like Photoshop for molecules, and why a 1% hit rate was supposed to be enough to change the industry.模型与训练AI for scienceComputational Biology+3
1:19:46EN
Cognitive Revolution "How AI Changes Everything"· 2025年7月5日播客Suspended from Columbia, He Raised $15 Million to Cheat on Everything主持 Nathan LabenzRoy Lee, founder of Cluely, argues that an undetectable desktop overlay, AI maximalism, and a post-AGI life of 800-year spans are the same bet.产品与体验Product StrategyAI interface design+3
1:24:27EN
Cognitive Revolution "How AI Changes Everything"· 2025年6月12日播客500 Trillion Tokens a Month: How Google Grew 50x in a Year主持 Nathan LabenzLogan Kilpatrick returns to Cognitive Revolution to unpack Google's mid-2023 merger, why he expects frontier labs to diverge, and why startups still hold the speed advantage.企业与战略AI StrategyCompany Building+3
1:00:48EN
Cognitive Revolution "How AI Changes Everything"· 2025年6月9日播客The Phrase That Alarms a16z’s AI Policy Chief: “It Only Covers a Handful of Companies”主持 Nathan LabenzMatt Perault argues that AI rules should target harmful use, not the science of building models, and that “modest” thresholds can lock in an oligopoly.企业与战略AI Regulation安全与治理+3
44:21EN
Unsupervised Learning: With Jacob Effron· 2025年6月4日播客Mercor's CEO: Knowledge Work's Next Job Is Writing Evals主持 Jacob EffronBrendan Foody tells Redpoint how Mercor turned AI hiring and expert data into a $100 million round — and why he thinks a huge slice of white-collar work will become creating tests for models.评估与可观测性评估Data quality & curation+3
1:54:08EN
Cognitive Revolution "How AI Changes Everything"· 2025年5月29日播客Why Anthropic's first check went to a company building microscopes for neural nets主持 Nathan LabenzGoodfire's Dan Balsam and Tom McGrath argue that mechanistic interpretability now has a proto-paradigm, two stubborn gaps, and three products worth shipping today.模型与训练Model InterpretabilityAI research+3
43:51EN
Unsupervised Learning: With Jacob Effron· 2025年4月9日播客The $177 Billion GPU Bet Only Works If AI Becomes a $1.5 Trillion Market主持 Jacob EffronFour Redpoint partners walk their limited partners through where AI value will accrue—and why revenue is now the easiest metric to misread.企业与战略AI StrategyCompany Building+3
1:27:33EN
Cognitive Revolution "How AI Changes Everything"· 2024年12月3日播客A 70B Model Booked Dinner 20% of the Time. MultiOn Took It to 95% in a Day主持 Nathan LabenzMultiOn CEO Div Garg returns to The Cognitive Revolution to recap 18 months of agent hype, the AgentQ stack, and why 2025 might still be the year of vertical agents.智能体智能体工程Computer use+3
1:06:15EN
Cognitive Revolution "How AI Changes Everything"· 2024年9月14日播客Jailbreaks Got Harder. Scale Made One Attack Worse.主持 Nathan LabenzHaize Labs spent a month automatically attacking OpenAI's o1. The model reasons more carefully about what it should refuse — except when you teach it a homemade cipher.安全AI securityRed Teaming+3
1:52:00EN
Cognitive Revolution "How AI Changes Everything"· 2024年8月17日播客4,096 Numbers Have to Carry Every Concept. Goodfire Wants the Knobs主持 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.安全Model InterpretabilityAI Safety+3
1:03:22EN
Cognitive Revolution "How AI Changes Everything"· 2024年8月2日播客A 40-person team at $35 million ARR: HeyGen made AI avatars a business, not a demo主持 Nathan LabenzJoshua Xu and Benchmark’s Victor Lazarte tell Nathan Labenz how a camera-replacement product grew past 40,000 business customers — and why half the faces on this episode are fake.多模态与媒体Generative media视觉与视频+3
1:32:45EN
Cognitive Revolution "How AI Changes Everything"· 2024年7月27日播客He doubled a company with AI — then asked the labs to pause hyperscaling主持 Nathan LabenzOn the Nick Halaris Show, Cognitive Revolution host Nathan Labenz argues for adopting today's models fast and slowing the race to systems more powerful than we are.安全安全与治理Existential Risk+3
52:45EN
Cognitive Revolution "How AI Changes Everything"· 2024年6月13日播客A $150 million model, $5 million six months later: Benchmark’s AI investment math主持 Nathan LabenzEric Vishria and Quilter’s Sergiy Nesterenko explain why PCB layout is not a Copilot problem, why human board data would be the wrong training set, and which AI companies look like sugar highs.企业与战略AI StrategyAI startups & small teams+3
56:56EN
Cognitive Revolution "How AI Changes Everything"· 2024年4月25日播客A Week of PCB Layout in an Hour: Quilter Trains Agents, Not Imitators主持 Nathan LabenzSpaceX alum Sergiy Nesterenko tells Will Summerlin how Quilter uses reinforcement learning to compile schematics into manufacturable boards, and why cloning human layouts would cap the system at human skill.企业与战略Reinforcement LearningRL environments & simulators+3
1:25:10EN
Cognitive Revolution "How AI Changes Everything"· 2024年3月12日播客Writing Code Is Only 30% of the Job. CodiumAI Wants the Other 70%主持 Nathan LabenzItamar Friedman argues that completion is already a commodity, that code integrity is where AI still lags, and that flow engineering—not fancier prompts—is how GPT-4 doubled its score on coding contests.编程智能体开发流程与测试Code review & verification+3
1:32:19EN
Cognitive Revolution "How AI Changes Everything"· 2024年2月29日播客His 2018 Prompting Paper Was Rejected. His Search API Now Beats Google主持 Nathan LabenzRichard Socher traces You.com from a rejected unified NLP model to an LLM-native web index, three assistant modes, and a very low P(doom).产品与体验检索增强生成Search & retrieval+3
1:01:53EN
Cognitive Revolution "How AI Changes Everything"· 2024年2月13日播客Companion Apps Open Twice as Often as TikTok. a16z Only Funds Weird but Working主持 Nathan Labenza16z consumer partners Anish Acharya and Justine Moore walk Nathan Labenz through their Abundance Agenda for AI-native consumer apps.产品与体验AI startups & small teamsProduct Strategy+3
1:21:28EN
Cognitive Revolution "How AI Changes Everything"· 2024年1月26日播客The Prompt Is a Bug: Suhail Doshi’s Bet on Control Over Pixels主持 Nathan LabenzThe Mixpanel founder tells Nathan Labenz how a cloud browser, a canceled tweet, and a Thursday weight drop shaped Playground AI’s bet on images.多模态与媒体Generative media视觉与视频+3
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