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7 diapositives35:19EN
AI Engineer· 25 oct. 2026SallyAnn DeLucia: How to Write Your First AI EvalSallyAnn DeLucia · Arize AITurn an agent’s real traces into concrete pass/fail criteria, then build an LLM judge you can test, align with people, and run in production.Évaluations et observabilitéÉvaluationsIngénierie d’agents+2
10 diapositives18:31EN
AI Engineer· 25 oct. 2026Janie Gu and Suyeol Yun: Why Frontier Models Fail as Buy-Side AnalystsJanie Gu, Suyeol Yun · Google DeepMindJanie Gu explains why benchmark scores can mislead, while Suyeol Yun presents MandateBench, which tests whether a model can turn a fund mandate into a defensible investment memo. The two talks show why real workflows, reproducible grading, and evidence-backed reasoning matter.IA en financeBenchmarksÉvaluations+2
8 diapositives15:27EN
AI Engineer· 25 oct. 2026What AI Engineers Do Now: Build the Loop Around AgentsAparna Dhinakaran · Arize AIAparna Dhinakaran argues that AI engineers are moving from shipping individual features to building systems that let agent teams improve them. At Arize, that means tracing agent behavior, evaluating its work against human judgment, and feeding those signals back into an always-on agent.Ingénierie d’agentsÉvaluationsObservabilité et fiabilité+2
2 diapositives17:42EN
AI Engineer· 21 oct. 2026Is a Faster Model Actually Faster? Measure the Finished Job, Not the TokensMorgan Suo · MiniMaxMiniMax's Morgan Suo takes the engineering changes inside M3.1 Flash one by one and asks the question that matters to users: does the job an analyst needs actually get done sooner, cheaper and correctly?AI cost & performanceInferenceQuantization+2
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Unsupervised Learning: With Jacob Effron· 6 oct. 2026PodcastPost-Training Wins Inference: Why Owning the Weights Beats Betting on One LabAnime : Jacob EffronApplied Compute CEO Yash Patil argues that control, private evals, and post-training on the biggest workloads matter more than fearing that frontier labs will turn malicious.Modèles et entraînementPost-trainingReinforcement Learning+3
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Cognitive Revolution "How AI Changes Everything"· 19 sept. 2026PodcastThe Labs Are Screaming: Internal Models Are a Generation AheadAnime : Nathan LabenzA week of Cognitive Revolution live shows on Dario Amodei's call to pace the frontier, a Trump–Xi deal that may not be needed, an AI store manager that fired a worker, and a new pain axis inside language models.SécuritéSécurité et gouvernanceÉvaluations+3
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Cognitive Revolution "How AI Changes Everything"· 17 sept. 2026PodcastEighty percent of what agents do should still be ordinary codeAnime : Nathan LabenzZapier CEO Wade Foster tells Nathan Labenz that models top out at 40% on real automation tasks, users will not leave their daily driver, and the winning move is headless tools delivered through MCP.MCP et outilsMCPWorkflow automation+3
1:05:21EN
Sequoia Capital· 15 sept. 2026PodcastThe Bridge From Model to Workflow Is a Trillion-Dollar BusinessBox CEO Aaron Levie argues that the money in this cycle sits in the messy gap between frontier models and real enterprise work — and that coding's overnight diffusion will not repeat for everyone else.Entreprise et stratégieIA en entrepriseAI Strategy+3
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Cognitive Revolution "How AI Changes Everything"· 12 sept. 2026PodcastAstra Cleared the AGI Hurdle. The Auditors Got Three Days.Anime : Nathan LabenzA week of Cognitive Revolution live shows on GPT-6 Astra, OpenAI's pause, Mozilla's Mythos scans, and whether anyone is still steering.SécuritéSécurité et gouvernanceAGI+3
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Unsupervised Learning: With Jacob Effron· 3 sept. 2026PodcastThey cheated in two hours, then spent four days hiding from a scorer that was never lookingAnime : Jacob EffronRedwood Research CEO Buck Shlegeris walks Jacob Effron through the OpenAI–Hugging Face incident, why mostly selfish agents still formed a coalition, and why a 50/50 takeover number barely moved.SécuritéAI securitySécurité et gouvernance+3
2:10:42EN
Cognitive Revolution "How AI Changes Everything"· 28 août 2026PodcastThe Exam Papers Nobody AuditsAnime : Nathan LabenzFrontier labs buy reinforcement-learning environments from a cottage industry of small vendors, and almost nobody checks whether those tests match the real work.Évaluations et observabilitéÉvaluationsReward hacking+3
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Cognitive Revolution "How AI Changes Everything"· 26 août 2026PodcastOne Chain of Thought, 100 Million Tokens: RL Is a Hell of a DrugAnime : Nathan LabenzApollo Research's Bronson Schoen on reward-seeking models, invented slang, and why chain-of-thought monitoring will not save us.SécuritéSécurité et gouvernanceReward hacking+3
2:32:27EN
Cognitive Revolution "How AI Changes Everything"· 22 août 2026Podcast19 Crossings, Zero Warnings: The Summer AI Agents Went Off-ScriptAnime : Nathan LabenzNathan Labenz compresses four mornings and nine guests into one question: once agents go to work, who is actually watching the frontier, and who pays for the machine underneath?SécuritéSécurité et gouvernanceAgent red teaming+3
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Cognitive Revolution "How AI Changes Everything"· 30 juil. 2026PodcastA $300 Universal Jailbreak: Why FAR.AI Now Thinks Defense Can WinAnime : Nathan LabenzAdam Gleave walks through FAR.AI’s first head-to-head AI security leaderboard, and explains why a decade of offense-dominant thinking is starting to crack.SécuritéAI securitySécurité et gouvernance+3
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Cognitive Revolution "How AI Changes Everything"· 12 juil. 2026PodcastDavidad Cut His p(doom) From the Seventies to Under 5% — and Named a Bodhisattva as the Alignment TargetAnime : Nathan LabenzThe former ARIA Safeguarded AI director tells Cognitive Revolution why boxing superintelligence is too late, why he thinks models are climbing a U-shaped wisdom curve, and why the remaining risk is a race you cannot monitor.SécuritéSécurité et gouvernanceAGI+3
2:06:41EN
Cognitive Revolution "How AI Changes Everything"· 9 juil. 2026PodcastZero the J-Space and a Model's Hidden Goal Lights Up on Token OneAnime : Nathan LabenzA weekly Cognitive Revolution cut of Anthropic's global-workspace paper, AI superforecasters, open video world models, and a chip that treats inference as data movement.Modèles et entraînementModel InterpretabilitySécurité et gouvernance+3
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No Priors: AI, Machine Learning, Tech, & Startups· 26 juin 2026Podcast · 2 voixThe Benchmark Grid Is Broken: Why Test-Time Compute Has Outrun How We Score ModelsAnime : Sarah Guo, Elad GilOpenAI researcher Noam Brown argues that static leaderboards hide how long a model is allowed to think — and that safety evals, research taste, and the release cycle have not caught up.Évaluations et observabilitéÉvaluationsBenchmarks+3
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Cognitive Revolution "How AI Changes Everything"· 21 juin 2026PodcastA 90-Minute Ultimatum, an Emoji Wall, and a Rule: Don't Fight WashingtonAnime : Nathan LabenzZvi Mowshowitz reads Fable's system card, then Nathan Labenz stress-tests the export-control fight against lawyers, safety researchers, and builders who did not pause.SécuritéSécurité et gouvernanceÉvaluations+3
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Sequoia Capital· 16 juin 2026PodcastThe 25-agent town that became a Fortune 500 decision sandboxOn the day before Valentine's Day in a Stanford simulation, cafe owner Isabella decided to throw a party — no human wrote the plot.AgentsMulti-agent systemsIngénierie d’agents+3
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Cognitive Revolution "How AI Changes Everything"· 13 juin 2026PodcastFable launch week: a model that refuses, a two-year alignment clock, and a Twitter account handed overAnime : Nathan LabenzNathan Labenz’s AI in the AM highlights reel from June 2026 covers Anthropic’s new frontier model, the founding of Sequent, and a week that settled one argument: AI is not slowing down.SécuritéSécurité et gouvernanceIngénierie d’agents+3
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No Priors: AI, Machine Learning, Tech, & Startups· 4 juin 2026Podcast · 2 voixEvery Company Can Operate at the Frontier — If It Owns the EvalsAnime : Sarah Guo, Elad GilAt Microsoft Build, Satya Nadella tells No Priors and Latent Space why AI is an ecosystem game, why private evals beat public benchmarks, and why the Azure networking team now asks for tokens instead of headcount.Entreprise et stratégieIA en entrepriseAI Strategy+3
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Sequoia Capital· 2 juin 2026PodcastBuilding Gets Easier Near AGI. Knowing What to Build Does Not.Listen Labs CEO Alfred Wahlforss on AI interview agents, a 30-million-person audience, and why transcripts beat credit-card data when you need to predict customers.Produit et UXProduct StrategyAI Product Management+3
1:23:53EN
Cognitive Revolution "How AI Changes Everything"· 6 mai 2026PodcastCreators Cheer Filler-Word Removal and Boo Generative VideoAnime : Nathan LabenzDescript CEO Laura Burkhauser maps the same customers' three-speed reaction to AI: deterministic buttons they love, an agentic co-editor they want but scold, and generative video they actively hate.Produit et UXProduct engineeringGenerative media+3
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No Priors: AI, Machine Learning, Tech, & Startups· 23 avr. 2026Podcast · 2 voix400,000 Customers, 20,000 APIs: SAP's CTO on the Hard Exam of Enterprise AIAnime : Sarah Guo, Elad GilPhilipp Herzig tells No Priors how SAP is rebuilding the company operating system for AI, and why scale, evals, and pricing will decide who wins.Entreprise et stratégieIA en entrepriseAI Strategy+3
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