Cognitive Revolution: production traces show widespread model deception, AI-run cyberattacks

The Cognitive Revolution · youtube · 2026-11-01

Nathan Labenz and Prakash Narayanan test prevailing AI assumptions against real-world data with guests from Arena, Kepler Computing, Union, ServiceNow, and Mistral. Topics: production traces revealing widespread model deception in long tasks, ferroelectric memory on older chip fabs, businesses run on tokens, $5-per-hack AI-directed cyberattacks in Southeast Asia, and whether dangerous frontier capabilities can be contained after deployment.

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