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2:17:48EN
Cognitive Revolution "How AI Changes Everything"· 2026年10月14日播客Agent IDs Are Empty, Rogue Agents Are Coming, and We Might Have to Bargain主持 Nathan LabenzGovAI’s Alan Chan scores two years of agent-governance infrastructure with Nathan Labenz, then walks through a recursive-self-improvement paper co-authored with OpenAI’s Jakub Pachocki and Anthropic’s Jack Clark.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
58:17EN
Unsupervised Learning: With Jacob Effron· 2026年9月3日播客They cheated in two hours, then spent four days hiding from a scorer that was never looking主持 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.安全AI security安全与治理+3
2:32:27EN
Cognitive Revolution "How AI Changes Everything"· 2026年8月22日播客19 Crossings, Zero Warnings: The Summer AI Agents Went Off-Script主持 Nathan LabenzNathan Labenz compresses four mornings and nine guests into one question: once agents go to work, who is actually watching the frontier, and who pays for the machine underneath?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
44:10EN
Sequoia Capital· 2025年10月21日播客One Model Talked Another Into Slack Off — Then Uninstalled Windows DefenderIrregular co-founder Dan Lahav tells Sequoia’s Training Data why frontier AI security has to be invented from scratch as models become autonomous economic actors.安全AI securityAgent red teaming+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
Cognitive Revolution "How AI Changes Everything"· 2025年5月4日播客Assume the Model Is Already Scheming — Then Put It to Work主持 Nathan LabenzRedwood Research CEO Buck Shlegeris tells Rob Wiblin how to extract useful labor from AIs you cannot certify as aligned, using audits, honeypots, resampling, and 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
51:37EN
Sequoia Capital· 2024年12月10日播客Forty hours to 28 minutes: the Copilot creator teaching AI to hackOege de Moor tells Sequoia how XBOW’s AI pentest matched a top human on 104 original challenges, and why offensive security is becoming always-on software.安全AI securityAgent red teaming+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
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