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56:31EN
Unsupervised Learning: With Jacob Effron· 6 oct 2026PódcastPost-Training Wins Inference: Why Owning the Weights Beats Betting on One LabPresenta: 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.Modelos y entrenamientoPost-trainingReinforcement Learning+3
58:17EN
Unsupervised Learning: With Jacob Effron· 3 sept 2026PódcastThey cheated in two hours, then spent four days hiding from a scorer that was never lookingPresenta: 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.SeguridadAI securitySeguridad y gobernanza+3
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.AgentesAI startups & small teamsCompany Building+3
1:13:48EN
Unsupervised Learning: With Jacob Effron· 16 jul 2026PódcastCarriers Spend $200 Billion a Year. The Money Went Up the StackPresenta: 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.Empresa y estrategiaAI StrategyIA empresarial+3
50:57EN
Unsupervised Learning: With Jacob Effron· 9 jul 2026PódcastA Trillion Dollars of GPUs Will Be Worth $100 Billion in Five Years, Says LSTM's Jürgen SchmidhuberPresenta: Jacob EffronThe AI pioneer tells Unsupervised Learning's Jacob Effron why he is wildly optimistic about the technology and deeply pessimistic about the model companies buying the chips.Modelos y entrenamientoAGIAI research+3
1:06:36EN
Unsupervised 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.Empresa y estrategiaAI StrategyOpen-source ecosystems+3
1:13:33EN
Unsupervised Learning: With Jacob Effron· 3 jun 2026PódcastA Trillion Tokens Later, the Concept Finally Lands: Łukasz Kaiser on What Transformers Still MissPresenta: Jacob EffronThe Attention Is All You Need co-author tells Unsupervised Learning that transformers will probably keep winning — and that they still do not learn the way people do.Modelos y entrenamientoAI researchAgentes de programación+3
56:10EN
Unsupervised Learning: With Jacob Effron· 1 jun 2026PódcastReid Hoffman Pledged a Billion to Free DeepMind. Hassabis Never Played the CardPresenta: Jacob EffronSebastian Mallaby's biography of Demis Hassabis, discussed with Jacob Effron, is a story of a founder who tried to stop the AI race and then became one of its central players.Empresa y estrategiaAI StrategySeguridad y gobernanza+3
59:41EN
Unsupervised Learning: With Jacob Effron· 22 may 2026PódcastThe GPT moment for video hasn’t arrived, but AGI may already be herePresenta: Jacob EffronA day after Google I/O 2026, Gemini co-lead Oriol Vinyals argues that world models, file-system memory, and infinite-complexity RL environments will define the next era of frontier models.Modelos y entrenamientoWorld modelsReinforcement Learning+3
1:21:56EN
Unsupervised Learning: With Jacob Effron· 15 may 2026PódcastYann LeCun Left Meta Because LLMs Will Not Get You to IntelligencePresenta: Jacob EffronThe Turing Award winner tells Jacob Effron why he spun AMI Labs out of Meta, why JEPA-style world models beat pixel generators, and why he thinks Hinton changed his mind in 2023.Modelos y entrenamientoWorld modelsAI research+3
58:46EN
Unsupervised Learning: With Jacob Effron· 9 abr 2026PódcastTwo Dates from OpenAI's Chief Scientist: Intern by September, Automated Researcher by 2028Presenta: Jacob EffronJakub Pachocki tells Jacob Effron why those timelines still hold, why continual learning is not a detour, and why showing chain of thought in the product would train the monitor away.Modelos y entrenamientoContinual learningReinforcement Learning+3
1:03:00EN
Unsupervised Learning: With Jacob Effron· 29 ene 2026PódcastA Model That Solves New Math Problems Every Week Still Isn't AGIPresenta: Jacob EffronFormer OpenAI research VP Jerry Tworek on why scaling still works, why models go hopeless when they fail, and why he left to chase continual learning.Modelos y entrenamientoReinforcement LearningAGI Timelines+3
1:18:05EN
Unsupervised Learning: With Jacob Effron· 18 dic 2025PódcastThe Real Bottleneck in AI Research Is Compute, Not IdeasPresenta: Jacob EffronAfter NeurIPS, Ari Morcos and Rob Toews sit down with Jacob Effron to argue about plateauing models, SSI’s secrecy, OpenAI’s cash burn, and a set of spicy 2026 bets.Empresa y estrategiaAI StrategyScaling Laws+3
48:00EN
Unsupervised Learning: With Jacob Effron· 15 dic 2025PódcastA Two-Second Vote Is Training Models to Be ClickbaitPresenta: Jacob EffronSurge AI CEO Edwin Chen tells Redpoint why LMArena rewards length and emojis, how one lab's models got worse for a year, and why frontier labs are no longer on the same path.Evaluaciones y observabilidadRL environments & simulatorsData quality & curation+3
57:37EN
Unsupervised Learning: With Jacob Effron· 10 dic 2025PódcastThe hot-swap era for models is over, OpenAI's enterprise product chief saysPresenta: Jacob EffronOlivier Godement on GPT-5.1, Codex, enterprise harnesses, and the three practices that actually make AI land inside large companies.Empresa y estrategiaIA empresarialProduct Strategy+3
1:09:48EN
Unsupervised 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.Empresa y estrategiaGeopoliticsAI Strategy+3
42:06EN
Unsupervised Learning: With Jacob Effron· 2 dic 2025PódcastAfter SWE-bench Hits 80.9%, Dianne Na Penn Reckons with Opus 4.5Presenta: Jacob EffronAnthropic’s head of product for research on computer use, deceptive token prices, thin harnesses, and why alignment makes a model a better thinker.AgentesAI Product ManagementEvaluaciones+3
1:16:53EN
Unsupervised 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.Empresa y estrategiaAI StrategyCompany Building+3
1:02:05EN
Unsupervised Learning: With Jacob Effron· 24 sept 2025Pódcast$100 Million Researchers and a $200 Billion xAI: An AI Roundtable Does the MathPresenta: 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.Empresa y estrategiaAI StrategyAI startups & small teams+3
42:20EN
Unsupervised Learning: With Jacob Effron· 17 sept 2025PódcastA Name Invented at 2:30 a.m. Put Gemini on Top of the App StorePresenta: Jacob EffronGoogle's Nicole Brichtova and Oliver Wang on Nano Banana, why image models got smart when language models did, and why a prompt still is not a finished product.Multimodal y mediosMultimodal AIGenerative media+3
59:06EN
Unsupervised 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.Infraestructura y despliegueInferenceAI cost & performance+3
57:52EN
Unsupervised Learning: With Jacob Effron· 13 ago 2025PódcastThey Aimed for 1%. The Lab Hit 20%. Chai Discovery Moved Antibody Design Onto the Computer.Presenta: 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.Modelos y entrenamientoAI for scienceComputational Biology+3
54:53EN
Unsupervised 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.Evaluaciones y observabilidadEvaluacionesBenchmarks+3
44:21EN
Unsupervised Learning: With Jacob Effron· 4 jun 2025PódcastMercor's CEO: Knowledge Work's Next Job Is Writing EvalsPresenta: 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.Evaluaciones y observabilidadEvaluacionesData quality & curation+3
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