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1:48:43EN
Cognitive Revolution "How AI Changes Everything"· 2026年5月1日播客The reward jumped from 3 to 180. Every Hacker News title was a Google layoff.主持 Nathan LabenzCoreWeave's Kyle Corbitt walks Nathan Labenz through GRPO, rubrics, RL environments, and why most reward hacks are easy to catch once you know to look.模型与训练Reinforcement LearningPost-training+3
48:00EN
Unsupervised Learning: With Jacob Effron· 2025年12月15日播客A Two-Second Vote Is Training Models to Be Clickbait主持 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.评估与可观测性RL environments & simulatorsData quality & curation+3
1:42:06EN
Cognitive Revolution "How AI Changes Everything"· 2025年7月8日播客Every Frontier Lab Is Spending a Billion a Year on Data. Here Is Where It Goes主持 Nathan LabenzLabelbox CEO Manu Sharma on the $15 billion Scale deal, RL “gyms,” $250,000 trainers, and why post-training now eats the budget that used to belong to pre-training.模型与训练Post-trainingData quality & curation+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