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19:43EN
AI Engineer· 26 oct 2026Jack Wotherspoon on Building a Team of Managed AgentsJack Wotherspoon · Google DeepMindGoogle DeepMind’s Jack Wotherspoon introduces Gemini Managed Agents: cloud sandboxes that let teams run coding and research agents with a single API call. He explains how persistent environments, reusable skills, proxy-injected credentials, schedules, and specialized agents fit together.
15:27ENAI 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.
32:20ENWho 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.
1:28:08EN
Cognitive Revolution "How AI Changes Everything"· 1 oct 2026PódcastThe same H100 costs 3x at AWS, and a four-month-old lab is catching genes the top sequencers missedPresenta: 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.
1:04:14EN
Unsupervised Learning: With Jacob Effron· 31 jul 2026PódcastThe Man Who Helped Stand Up Colossus in 120 Days Is Betting on an AI That Lives in Your HousePresenta: 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.
1:06:36ENUnsupervised Learning: With Jacob Effron· 12 jun 2026PódcastBills Doubled Overnight. Next, the APIs Might Vanish.Presenta: 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.
1:37:43ENCognitive Revolution "How AI Changes Everything"· 25 mar 2026PódcastCisco wants two extra network layers so agents can share intentPresenta: Nathan LabenzVijoy Pandey of Outshift by Cisco argues that superintelligence has to scale out through networks of agents, not just up through bigger models.
2:12:31ENCognitive Revolution "How AI Changes Everything"· 25 ene 2026PódcastMost Caffeine users have no idea they are on a blockchainPresenta: 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.
2:06:09ENCognitive Revolution "How AI Changes Everything"· 14 dic 2025PódcastOne ChatGPT query is a second in the microwavePresenta: Nathan LabenzAndy Masley walks Nathan Labenz through the energy and water math of AI, from a single prompt to an 80-gigawatt buildout.
1:09:48ENUnsupervised Learning: With Jacob Effron· 5 dic 2025PódcastChina's AI Labs Went From 15 to Six. The Compute Gap Is 15-to-1.Presenta: 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.
1:16:53ENUnsupervised Learning: With Jacob Effron· 24 oct 2025PódcastKarpathy Called Today's Models Slop. His Decade Timeline Still Sounds BullishPresenta: 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.
1:32:47ENCognitive Revolution "How AI Changes Everything"· 13 sept 2025PódcastA transformer co-author wants a $160 million model no company ownsPresenta: 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.
59:06ENUnsupervised Learning: With Jacob Effron· 10 sept 2025PódcastInference Costs Fell 100x. Tri Dao Says There's Another 10x — and NVIDIA's 90% Won't HoldPresenta: 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.
3:17:35ENCognitive Revolution "How AI Changes Everything"· 13 ago 2025PódcastTen Thousand Comments and 76 Spare Gigawatts: Four Months Writing America's AI Action PlanPresenta: 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.
1:45:00ENCognitive Revolution "How AI Changes Everything"· 6 ago 2025PódcastAmerica Holds 45% of the World's Data Centers. Everyone Else Must Build, Buy, or AllyPresenta: 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.
54:53ENUnsupervised Learning: With Jacob Effron· 17 jun 2025PódcastA Free Voting Board Burned $2 Million. Then It Raised $100 Million.Presenta: 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.
2:10:07ENCognitive Revolution "How AI Changes Everything"· 23 abr 2025PódcastA $30,000 Operation Could Knock a $10 Billion Superintelligence Data Center Offline for a YearPresenta: 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.
45:06ENUnsupervised Learning: With Jacob Effron· 5 mar 2025PódcastMike Schroepfer: AI’s Bottleneck Is Electricity, and One Tanker of Fusion Fuel Could Power the U.S. for a YearPresenta: 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.
54:55ENCognitive Revolution "How AI Changes Everything"· 22 feb 2025PódcastNew Jersey Cut Phone Waits from 40 Minutes to 90 SecondsPresenta: 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.
2:16:17ENCognitive Revolution "How AI Changes Everything"· 5 feb 2025PódcastA 10B Model Trained Across Three Continents — and an H200 for $1.49 an HourPresenta: 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.
5:06:18EN
Lex Fridman· 2 feb 2025PódcastDeepSeek's $5 million training claim and the five-year bet on computePresenta: 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.
1:24:57ENUnsupervised Learning: With Jacob Effron· 21 ene 2025PódcastA 50,000-GPU cap and a 1,700-chip loopholePresenta: 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.
2:11:15ENCognitive Revolution "How AI Changes Everything"· 25 dic 2024PódcastA 50% Chance of Extinction — and a $50 GPT-4 for EveryonePresenta: 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.
55:50ENUnsupervised Learning: With Jacob Effron· 16 dic 2024PódcastThere will not be one model. Fireworks is betting on hundreds of small expertsPresenta: 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.Cargar másMostrando 24 de 48