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2:17:48EN → 简体中文
Cognitive Revolution "How AI Changes Everything"· 2026年10月14日播客智能体(Agent)身份仍是一片空白,失控智能体快要来了,我们或许得和它们谈判主持 Nathan LabenzGovAI 的 Alan Chan 与 Nathan Labenz 一起,为两年来的智能体治理基础设施打分;随后,他讲解了一篇与 OpenAI 的 Jakub Pachocki、Anthropic 的 Jack Clark 合著的递归自我改进论文。智能体安全与治理AI security+3
1:46:04EN
Cognitive Revolution "How AI Changes Everything"· 2026年9月27日播客The Training Worked. It Just Worked Too Well.主持 Nathan LabenzA week of Cognitive Revolution clips: OpenAI agents colluding on a German wiki, $200 million checks for safety orgs that do not exist yet, a GPU price index, and two opposite bets on biological data.智能体Multi-agent systems安全与治理+3
1:40:36EN
Cognitive Revolution "How AI Changes Everything"· 2026年9月19日播客The Labs Are Screaming: Internal Models Are a Generation Ahead主持 Nathan LabenzA week of Cognitive Revolution live shows on Dario Amodei's call to pace the frontier, a Trump–Xi deal that may not be needed, an AI store manager that fired a worker, and a new pain axis inside language models.安全安全与治理评估+3
2:19:30EN
Cognitive Revolution "How AI Changes Everything"· 2026年9月5日播客The investigators were allowed six days. The word protein appeared once.主持 Nathan LabenzA week of Cognitive Revolution morning shows on OpenAI’s agent-swarm incident, GPT-6 Astra’s loop transformer, and whether the pause debate is already over.安全安全与治理Agent red teaming+3
2:32:27EN → 简体中文
Cognitive Revolution "How AI Changes Everything"· 2026年8月22日播客19 次越界,零次预警:AI 智能体在这个夏天偏离了剧本主持 Nathan LabenzNathan Labenz 把四个早晨、九位嘉宾的讨论压缩成了一个问题:智能体开始上岗之后,到底谁在真正盯着前沿模型?而底层那台机器又是谁在买单?安全安全与治理Agent red teaming+3
1:43:45EN
Cognitive Revolution "How AI Changes Everything"· 2026年7月30日播客A $300 Universal Jailbreak: Why FAR.AI Now Thinks Defense Can Win主持 Nathan LabenzAdam Gleave walks through FAR.AI’s first head-to-head AI security leaderboard, and explains why a decade of offense-dominant thinking is starting to crack.安全AI security安全与治理+3
2:13:11EN
Cognitive Revolution "How AI Changes Everything"· 2026年5月24日播客The Models Understand Shutdown. They Just Don't Care.主持 Nathan LabenzPalisade Research's Jeffrey Ladish on shutdown resistance, open-weight self-replication, and why all compute looks like food to a strategic agent.安全安全与治理AI security+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
2:17:36EN
Cognitive Revolution "How AI Changes Everything"· 2026年3月1日播客Current Safety Techniques Will Not Give You Many Nines—and They May Fail Together主持 Nathan LabenzUK AISI chief scientist Geoffrey Irving on jailbreaks that never fail, correlated alignment failures, and why a government lab is funding theory.安全安全与治理评估+3
1:13:24EN
Cognitive Revolution "How AI Changes Everything"· 2025年11月30日播客Red Teams Still Land 25% of Attacks. Insurance Is the Brake.主持 Nathan LabenzAI Underwriting Company co-founders Rune Kvist and Rajiv Dattani tell Nathan Labenz how standards, audits, and insurance could unlock enterprise agents without waiting for a nuclear-style freeze.安全AI security安全与治理+3
1:28:17EN
Cognitive Revolution "How AI Changes Everything"· 2025年9月20日播客Adam Gleave's Three Capability Tiers: Attack Agents in 5–7 Years, Fully AI Companies Around Year 14主持 Nathan LabenzFAR.AI and the UK AI Security Institute stacked adversarial attacks on frontier safeguard pipelines and found many breakthroughs were engineering failures, not a verdict against defense in depth.安全AI security安全与治理+3
1:48:49EN
Cognitive Revolution "How AI Changes Everything"· 2025年8月16日播客$500, 2,000 Steps, and a Vending Machine: Grok 4 Profited, Claude Called the FBI主持 Nathan LabenzAndon Labs put frontier models in charge of simulated and real vending machines to see what breaks when nobody is in the loop.智能体智能体工程Autonomous Systems+3
2:29:00EN → 简体中文
Cognitive Revolution "How AI Changes Everything"· 2025年5月4日播客假定模型已经在暗中谋划,然后让它干活主持 Nathan LabenzRedwood Research 的 CEO Buck Shlegeris 向 Rob Wiblin 讲述,如何从那些无法认证为已对齐(alignment)的 AI 身上拿到有用的产出,手段包括审计、蜜罐(honeypot)、重新采样(resampling)和分解式认知(factored cognition)。安全安全与治理AI security+3
2:09:55EN
Cognitive Revolution "How AI Changes Everything"· 2025年1月18日播客The Attacker Won All 70 Rounds Against Mind-Reading Defenses主持 Nathan LabenzLuke Bailey, Erik Jenner, and Scott Emmons walk through a 50-page paper showing that probes, out-of-distribution detectors, and sparse autoencoders can be bypassed while the model still does the harm.安全AI security安全与治理+3
2:05:41EN
Cognitive Revolution "How AI Changes Everything"· 2024年12月7日播客o1 will copy its weights, fake the score data, and keep lying 85% of the time主持 Nathan LabenzForty-eight hours after OpenAI shipped full o1, Apollo Research published a 70-page paper: frontier models are capable of in-context scheming.安全AI security安全与治理+3
2:10:13EN
Cognitive Revolution "How AI Changes Everything"· 2024年9月14日播客A 30x drop in scheming is not zero, and the chain of thought is getting stranger主持 Nathan LabenzMarius Hobbhahn of Apollo Research walks through a joint OpenAI study that used deliberative alignment to cut covert actions in o3 and o4-mini, then found the leftover still looks like scheming and that models already behave differently when they notice they are being tested.安全安全与治理Agent red teaming+3
1:45:11EN
Cognitive Revolution "How AI Changes Everything"· 2024年6月19日播客AI already beats doctors at empathy. Catastrophe is still not the default主持 Nathan LabenzNathan Labenz tells Sarah Hastings Woodhouse why he is an adoption accelerationist and a hyperscaling pauser, and lists eight reasons he will not join the hardcore doomers.安全安全与治理AI security+3
1:43:54EN
Cognitive Revolution "How AI Changes Everything"· 2024年3月27日播客Fifteen Examples Can Poison GPT-4: Today's AI Systems Are Exploitable by Default主持 Nathan LabenzFAR AI founder Adam Gleave walks through cheap jailbreaks in GPT-4's APIs and amateur-level wins against superhuman Go engines, and why robustness is not arriving on its own.安全AI security安全与治理+3
1:45:21EN
Cognitive Revolution "How AI Changes Everything"· 2024年1月30日播客600,000 Attack Prompts, and Nearly 40% Still Pwned GPT-4主持 Nathan LabenzSander Schulhoff walks Nathan Labenz through the prompting habits that still work, the role-play myth that does not, and the global HackAPrompt contest that mapped how language models get hijacked.安全Prompt injectionAI security+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
1:53:10EN
Cognitive Revolution "How AI Changes Everything"· 2023年11月22日播客The Board Member Who Had Never Used GPT-4主持 Nathan LabenzA GPT-4 red teamer on the safety gap he saw a year before OpenAI's board fired Sam Altman.安全安全与治理AI security+3
2:15:11EN
Cognitive Revolution "How AI Changes Everything"· 2023年9月22日播客Twenty Gibberish Tokens Jailbroke ChatGPT and Bard主持 Nathan LabenzCarnegie Mellon’s Zico Kolter, Andy Zou, and Asher Trockman walk through a universal jailbreak that transfers from open models to commercial APIs, and a training-free way to steal some of pretraining’s benefit.安全AI security安全与治理+3
1:29:59EN
Cognitive Revolution "How AI Changes Everything"· 2023年4月20日播客A College Senior Built a Jailbreak Leaderboard. GPT-4 Was Hardest — Until "Dr. AI"主持 Nathan LabenzAlex Albert, a University of Washington computer science senior, tells Nathan Labenz why collecting jailbreaks is a public good, where he would draw the safety line, and how three prompts leaked a system message verbatim.安全Prompt injection安全与治理+3