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MBMatthew Berman· 23 oct. 2026Who Is Local AI For? The Costs, Trade-offs and a Hybrid FutureMatthew Berman · Forward FutureMatthew Berman weighs data control and independence against hardware cost, setup complexity and inference speed.Local inferenceOpen-weight modelsAI cost & performance+1
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Cognitive Revolution "How AI Changes Everything"· 1 oct. 2026PodcastThe same H100 costs 3x at AWS, and a four-month-old lab is catching genes the top sequencers missedAnime : Nathan LabenzA Cognitive Revolution weekly briefing on a possible U.S.–China AI hotline, why hyperscalers charge two to three times as much for identical chips, co-writing a novel with frontier models, and an AI loop that re-diagnosed a child a premier prenatal lab had cleared.Entreprise et stratégieSécurité et gouvernanceAI cost & performance+3
1:04:14EN
Unsupervised Learning: With Jacob Effron· 31 juil. 2026PodcastThe Man Who Helped Stand Up Colossus in 120 Days Is Betting on an AI That Lives in Your HouseAnime : 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.AgentsAI startups & small teamsCompany Building+3
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Unsupervised Learning: With Jacob Effron· 12 juin 2026PodcastBills Doubled Overnight. Next, the APIs Might Vanish.Anime : Jacob EffronSix months after their last roundup, Ari Morcos and Rob Toews tell Jacob Efron why coding agents finally work, why near-frontier open weights may have peaked, and why a compute famine could pull the plug on public APIs.Entreprise et stratégieAI StrategyOpen-source ecosystems+3
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Cognitive Revolution "How AI Changes Everything"· 25 mars 2026PodcastCisco wants two extra network layers so agents can share intentAnime : Nathan LabenzVijoy Pandey of Outshift by Cisco argues that superintelligence has to scale out through networks of agents, not just up through bigger models.AgentsMulti-agent systemsAgent orchestration+3
2:12:31EN
Cognitive Revolution "How AI Changes Everything"· 25 janv. 2026PodcastMost Caffeine users have no idea they are on a blockchainAnime : Nathan LabenzDFINITY's Dominic Williams tells Nathan Labenz why a tamper-proof, unstoppable cloud is the right backend for AI that writes software from a chat box.Infrastructure et déploiementAgents de codeSécurité et gouvernance+3
2:06:09EN
Cognitive Revolution "How AI Changes Everything"· 14 déc. 2025PodcastOne ChatGPT query is a second in the microwaveAnime : Nathan LabenzAndy Masley walks Nathan Labenz through the energy and water math of AI, from a single prompt to an 80-gigawatt buildout.Infrastructure et déploiementAI cost & performanceScience Communication+1
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Unsupervised Learning: With Jacob Effron· 5 déc. 2025PodcastChina's AI Labs Went From 15 to Six. The Compute Gap Is 15-to-1.Anime : Jacob EffronJordan Schneider tells Unsupervised Learning that Chinese models were a private-capital story, that Beijing still thinks in hardware, and that the West's real edge is chips it can serve — not a state master plan.Entreprise et stratégieGeopoliticsAI Strategy+3
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Unsupervised Learning: With Jacob Effron· 24 oct. 2025PodcastKarpathy Called Today's Models Slop. His Decade Timeline Still Sounds BullishAnime : Jacob EffronDatology AI's Ari Morcos and Radical Ventures' Rob Toews walk through Karpathy's cold water, OpenAI's dealmaking, and who actually pays for the data-center boom.Entreprise et stratégieAI StrategyCompany Building+3
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Cognitive Revolution "How AI Changes Everything"· 13 sept. 2025PodcastA transformer co-author wants a $160 million model no company ownsAnime : Nathan LabenzIllia Polosukhin tells Nathan Labenz how NEAR turned a payments headache into a stack for private inference, shared-revenue training, and AI agents that still answer to a court.Infrastructure et déploiementInferenceAI security+3
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Unsupervised Learning: With Jacob Effron· 10 sept. 2025PodcastInference Costs Fell 100x. Tri Dao Says There's Another 10x — and NVIDIA's 90% Won't HoldAnime : Jacob EffronThe FlashAttention author and Together AI chief scientist on why hardware portability is a myth, how Claude Code made him 1.5x faster, and why workloads will split the chip market.Infrastructure et déploiementInferenceAI cost & performance+3
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Cognitive Revolution "How AI Changes Everything"· 13 août 2025PodcastTen Thousand Comments and 76 Spare Gigawatts: Four Months Writing America's AI Action PlanAnime : Nathan LabenzDean W. Ball spent four months as the White House's senior AI adviser, then left as the Action Plan landed — and explains how a to-do list got written inside a building that cannot run ChatGPT.Entreprise et stratégieAI StrategySécurité et gouvernance+3
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Cognitive Revolution "How AI Changes Everything"· 6 août 2025PodcastAmerica Holds 45% of the World's Data Centers. Everyone Else Must Build, Buy, or AllyAnime : Nathan LabenzAnjney Midha of a16z maps what “sovereign AI” actually means for companies and for countries that will never own the talent, data, and compute frontier.Entreprise et stratégieAI StrategyGeopolitics+3
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Unsupervised Learning: With Jacob Effron· 17 juin 2025PodcastA Free Voting Board Burned $2 Million. Then It Raised $100 Million.Anime : Jacob EffronDatabricks co-founder Ion Stoica explains why LMArena exists, why China is winning open-source models, and why reliability—not another scaling law—is still the thing holding AI back.Évaluations et observabilitéÉvaluationsBenchmarks+3
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Cognitive Revolution "How AI Changes Everything"· 23 avr. 2025PodcastA $30,000 Operation Could Knock a $10 Billion Superintelligence Data Center Offline for a YearAnime : Nathan LabenzGladstone AI’s Jeremy and Edouard Harris inventory what an American Manhattan Project for superintelligence would actually have to secure — and what it would cost in concrete, supply chains, and civil liberties.SécuritéAI securitySécurité et gouvernance+3
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Unsupervised Learning: With Jacob Effron· 5 mars 2025PodcastMike Schroepfer: AI’s Bottleneck Is Electricity, and One Tanker of Fusion Fuel Could Power the U.S. for a YearAnime : Jacob EffronMeta’s former CTO tells Redpoint why hyperscaler demand is the climate story, why Llama was an access play, and why tomorrow’s CTO still lives or dies on a priority queue.Infrastructure et déploiementAI StrategyOpen-weight models+3
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Cognitive Revolution "How AI Changes Everything"· 22 févr. 2025PodcastNew Jersey Cut Phone Waits from 40 Minutes to 90 SecondsAnime : Nathan LabenzGovernor Phil Murphy on the state AI assistant, a Princeton hub, and why he wants the best catcher's mitt in the country when superhuman systems arrive.Entreprise et stratégieAI StrategyIA en entreprise+3
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Cognitive Revolution "How AI Changes Everything"· 5 févr. 2025PodcastA 10B Model Trained Across Three Continents — and an H200 for $1.49 an HourAnime : Nathan LabenzPrime Intellect's founders lay out a four-step plan to turn spare global GPUs into collectively owned intelligence, and argue that reinforcement learning just made their job easier.Infrastructure et déploiementDistributed training & inferenceAI cost & performance+3
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Lex Fridman· 2 févr. 2025PodcastDeepSeek's $5 million training claim and the five-year bet on computeAnime : Lex FridmanDylan Patel and Nathan Lambert walk Lex Fridman through DeepSeek-V3 and R1, export controls, TSMC, megaclusters, and who actually makes money in the AI race.Entreprise et stratégieOpen-weight modelsPretraining & midtraining+3
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Unsupervised Learning: With Jacob Effron· 21 janv. 2025PodcastA 50,000-GPU cap and a 1,700-chip loopholeAnime : Jacob EffronSemiAnalysis founder Dylan Patel walks through the AI diffusion rule, China’s compute squeeze, and how xAI stood up a 100,000-GPU cluster in a closed Memphis appliance factory.Infrastructure et déploiementAI RegulationGeopolitics+3
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Cognitive Revolution "How AI Changes Everything"· 25 déc. 2024PodcastA 50% Chance of Extinction — and a $50 GPT-4 for EveryoneAnime : Nathan LabenzEmad Mostaque tells Nathan Labenz why he puts p(doom) at even odds, why a five-watt model changes the energy debate, and how the Intelligent Internet would fund universal basic AI with a Bitcoin-like token.Entreprise et stratégieSécurité et gouvernanceExistential Risk+3
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Unsupervised Learning: With Jacob Effron· 16 déc. 2024PodcastThere will not be one model. Fireworks is betting on hundreds of small expertsAnime : Jacob EffronPyTorch veteran Lin Qiao argues that inference is a compound system hyperscalers cannot buy their way through, and that the products with real traction still keep a human in the loop.Infrastructure et déploiementInferenceModel routing & gateways+3
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Cognitive Revolution "How AI Changes Everything"· 4 juin 2024PodcastThe Risk Is Not China Copying. It Is America Refusing to Use the ToolsAnime : Nathan LabenzAt the 2024 Hill & Valley Forum, Alex Wang, Jack Clark, and Andrew Ng tell Senator Cory Booker that Chinese labs are inventing, open-source models are already strong, and the Pentagon’s real AI failure is under-adoption.Entreprise et stratégieGeopoliticsSécurité et gouvernance+3
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Cognitive Revolution "How AI Changes Everything"· 6 mai 2024PodcastTwo Weeks, Thirty Compiles: How Adam Majmudar Wrote a GPU From ScratchAnime : Nathan LabenzA Cognitive Revolution walkthrough of TinyGPU, from SIMD kernels and memory latency to an open-source chip flow that runs on a laptop.Infrastructure et déploiementGPU programming & kernelsOpen-source ecosystems+2
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