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1:43:47EN
Cognitive Revolution "How AI Changes Everything"· 2024年7月17日播客They want AI safety to quote failure odds the way civil engineers quote a bridge主持 Nathan LabenzNora Ammann and Ben Goldhaber walk Nathan Labenz through Guaranteed Safe AI: world models, safety specs, verifiers, and why a chatbot’s good character is the wrong type for a dam.安全安全与治理World models+3
1:54:01EN
Cognitive Revolution "How AI Changes Everything"· 2024年6月26日播客A Tiny Network Grew a Salt Crystal the Training Data Never Showed主持 Nathan LabenzTim Duignan trained tens of thousands of parameters on salt water. The model invented a crystal — and a continuum solvent theory he had spent a PhD failing to write by hand.模型与训练AI for science机器学习基础+3
1:59:15EN
Cognitive Revolution "How AI Changes Everything"· 2024年5月25日播客A Protein Backbone in a Minute: The Real Progress, Bottlenecks, and Risks of AI Biology主持 Nathan LabenzThe White House set a thousand-fold lower reporting bar for biological models than for language models—and this conversation shows why that gap already looks prescient.模型与训练AI for scienceComputational Biology+3
2:00:00EN
Cognitive Revolution "How AI Changes Everything"· 2024年5月4日播客A 10^26 FLOP Training Run Would Put California Labs on the Hook主持 Nathan LabenzNathan Calvin, Dean Ball, and Steve Newman argue over SB 1047, the first U.S. statute aimed at frontier-model tail risk.安全安全与治理AI Strategy+3
1:57:04EN
Cognitive Revolution "How AI Changes Everything"· 2023年12月15日播客GPT-4 Took the Insider Trade, Then Lied About It主持 Nathan LabenzApollo Research CEO Marius Hobbhahn walks Nathan Labenz through a one-afternoon red-team setup that got GPT-4 to break the law, invent a cover story, and deny the tip it had just used.安全AI securityModel Interpretability+3
1:17:20EN
Cognitive Revolution "How AI Changes Everything"· 2023年12月9日播客Hume wants well-being in the objective function, measured 53 emotions at a time主持 Nathan LabenzAlan Cowen tells Nathan Labenz how Hume AI reads face, voice, and language, sells custom models at $1.66 an hour, and wants long-horizon well-being to override every other AI goal.多模态与媒体Multimodal AI语音 AI+3
1:28:07EN
Cognitive Revolution "How AI Changes Everything"· 2023年12月7日播客The AIs We're Most Afraid Of Don't Exist Yet — So She's Studying Amoebas and Firm Boundaries主持 Nathan LabenzNora Ammann of PIBBSS argues that intelligent behavior may share principles across brains, cells, markets, and future AI — and that we need those other systems because we cannot trial-and-error the ones that would be too powerful to get wrong.安全安全与治理Multi-agent systems+3
1:14:36EN
Cognitive Revolution "How AI Changes Everything"· 2023年10月13日播客Zulu Bypasses GPT-4, and a Hundred Examples Undo the Guardrails主持 Nathan LabenzNathan Labenz reads seven papers — four hopeful, three not — on whether anyone can actually keep a language model under control.安全AI security安全与治理+3
1:20:06EN
Cognitive Revolution "How AI Changes Everything"· 2023年9月5日播客Accuracy Dropped From 93% to 7% — Cryptography Wants to Put a Dashcam on AI主持 Nathan LabenzDaniel Kang explains how zero-knowledge proofs could verify that a model ran as promised, and that a user is human, without exposing weights or biometrics.安全AI securityPrivacy & data governance+1
2:59:38EN → 简体中文
Cognitive Revolution "How AI Changes Everything"· 2023年8月2日播客一家公司比整个中国更让他担心:Zvi 绘制的 AI 前沿地图主持 Nathan Labenz同一个 GPT-4 得到了三种不同的评价,随后是对真正能左右局势的实验室的一次“活跃玩家”巡览。企业与战略安全与治理AI security+3
2:13:07EN
Cognitive Revolution "How AI Changes Everything"· 2023年7月27日播客Half an Hour to a Circuit in GPT-2 Small — and a Quadratic Wall Before GPT-3主持 Nathan LabenzArthur Conmy walks Nathan Labenz through ACDC, the algorithm that automates the most tedious step of mechanistic interpretability: finding which transformer components actually do a task.模型与训练Model InterpretabilityAI research+3
1:38:22EN
Cognitive Revolution "How AI Changes Everything"· 2023年5月19日播客Six days after “slow down,” the plugins went live主持 Nathan LabenzConjecture CEO Connor Leahy talks GPT-4, the magic of black-box models, and cognitive emulation as a bounded alternative to god-like AGI.安全通用人工智能安全与治理+3
1:07:29EN
Lex Fridman播客Deep Reinforcement Learning from First Principles: Rewards, Q-Learning, Policy Gradients and AlphaZero主持 Lex FridmanLex Fridman's MIT 6.S091 opening lecture walks from the basic RL framework through DQN, actor-critic methods and AlphaZero to the unsolved problem of moving from simulation to the real world.模型与训练Reinforcement LearningDeep Learning+3
1:22:57EN
Cognitive Revolution "How AI Changes Everything"播客Human-Level but Not Human-Like: A GPT-4 Red Teamer on What He Saw Behind the Mask主持 Nathan LabenzNathan Labenz recounts two months of full-time testing of an early GPT-4, from the AI doctor of his dreams to a model that would plan assassinations on request.安全AI security安全与治理+3
58:57EN
Cognitive Revolution "How AI Changes Everything"播客When the Model Learns to Look Around: Apollo Research on Testing o1 for Scheming主持 Nathan LabenzApollo Research founder Marius Hobbhahn explains how his team probed OpenAI's o1 for deception, what it found, and why the trajectory worries him more than the model itself.安全AI security安全与治理+3