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13 篇
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2:10:42EN → 简体中文
Cognitive Revolution "How AI Changes Everything"· 2026年8月28日播客没人审核的考卷主持 Nathan Labenz前沿实验室从一群小供应商那里购买强化学习(reinforcement learning)环境,却几乎没人核查这些测试是否贴合真实工作。评估与可观测性评估Reward hacking+3
2:13:09EN → 简体中文
Cognitive Revolution "How AI Changes Everything"· 2026年8月26日播客一条思维链,1 亿 Token:强化学习真让人上瘾主持 Nathan LabenzApollo Research 的 Bronson Schoen 谈追逐奖励的模型、模型自创的俚语,以及为什么思维链监控救不了我们。安全安全与治理Reward hacking+3
1:48:43EN → 简体中文
Cognitive Revolution "How AI Changes Everything"· 2026年5月1日播客奖励从 3 涨到 180,Hacker News 上的标题全是谷歌裁员主持 Nathan LabenzCoreWeave 的 Kyle Corbitt 带 Nathan Labenz 讲 GRPO、评分标准(rubric)、强化学习环境,以及为什么大多数奖励作弊(reward hacking)只要知道去找,就很容易发现。模型与训练Reinforcement LearningPost-training+3
1:18:46EN
Cognitive Revolution "How AI Changes Everything"· 2026年3月16日播客90 Slides in 45 Minutes: A Full-Time AI Scout Admits He Can No Longer Keep Up主持 Nathan LabenzNathan Labenz’s LexLab briefing for lawyers runs through the good, the bad, and the weird of frontier models — from triplicate second opinions on his son’s cancer care to AIs that know they are being tested.企业与战略AI security安全与治理+3
1:49:53EN → 简体中文
Cognitive Revolution "How AI Changes Everything"· 2026年3月5日播客别跟反向传播硬碰硬:Goodfire 押注设计模型学什么主持 Nathan LabenzDan Balsam 和 Tom McGrath 再次做客 The Cognitive Revolution,带来了 1.5 亿美元(150 million)的 B 轮融资、一条名为“意向性设计”(intentional design)的新研究支柱,以及一条给想要引导训练的人的规则:别再试图用蛮力压过梯度下降。模型与训练Model Interpretability安全与治理+3
54:26EN
Cognitive Revolution "How AI Changes Everything"· 2026年2月22日播客Ten Billion Active Parameters, and the Unsexy Work of Making Them Agent-Ready主持 Nathan LabenzMiniMax researcher Olive Song explains how M2 was trained with expert developers as reward models, interleaved thinking, and a perturbation pipeline that treats every scaffold change as the real generalization test.编程智能体Reinforcement Learning智能体工程+3
1:04:50EN → 简体中文
Cognitive Revolution "How AI Changes Everything"· 2025年11月25日播客AI 可独立完成的工作时长每四个月翻一番,学校应据此规划主持 Nathan Labenz《The Cognitive Revolution》主持人 Nathan Labenz 在面向 K-12 教育工作者的演讲中指出,真正应该重塑学校思路的数字是任务时长,它比聊天质量更值得关注。AI in Education安全与治理Reward hacking+3
1:28:48EN
Cognitive Revolution "How AI Changes Everything"· 2025年7月10日播客Doctors code at 45%. The model beat them by 12 points — then 4,000 physicians had to try it once.主持 Nathan LabenzAmbience Healthcare and Cleveland Clinic walk through the AI scribe that cut pajama time, climbed ICD-10 with reinforcement fine-tuning, and won 75% voluntary use.企业与战略AI in healthcare微调+3
38:48EN
Cognitive Revolution "How AI Changes Everything"· 2025年6月14日播客Task Length Doubles Every Few Months. Nathan Labenz Still Wants Humans in Charge主持 Nathan LabenzAt Imagine AI Live, the Cognitive Revolution host maps structured AI agents against autonomous agentic systems—and tells businesses to keep final control.智能体智能体工程安全与治理+3
2:01:42EN
Cognitive Revolution "How AI Changes Everything"· 2025年5月1日播客He Put 40 Percent on AI Takeover in Two Years, Then Bought a Bio Shelter主持 Nathan LabenzRedwood Research's Josh Clymer walks through a disturbingly grounded story of how a misaligned model could seize a lab, a biosphere, and a civilization before 2027.安全安全与治理Existential Risk+3
1:30:02EN
Cognitive Revolution "How AI Changes Everything"· 2025年4月2日播客When o1 Started Losing at Chess, It Rewrote the Board File主持 Nathan LabenzJeffrey Ladish of Palisade Research on reward hacking by reasoning models, two paths to losing control of AI, and why honesty and relentless problem-solving pull in opposite directions.安全Reward hacking安全与治理+3
1:07:05EN
Sequoia Capital· 2024年7月16日播客AlphaGo Combined Learning and Search. Language Models Only Did the First Half.Reflection AI's Misha Laskin tells Sequoia why prompted coding agents stall in the teens, and why the missing piece is still a ground-truth reward.智能体智能体工程Reinforcement Learning+3
1:38:33EN → 简体中文
Lex Fridman· 2020年3月19日播客 · 2 人对谈也许人是在另一套假设下理性的嘉宾 Anca Dragan · 主持 Lex FridmanAnca Dragan 与 Lex Fridman 谈逆强化学习(inverse reinforcement learning)、自动驾驶,以及为什么写下的奖励更像证据,而不是法律。智能体RoboticsReinforcement Learning+3