Cameron Berg

Director, Reciprocal Research

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“there are clear alignment relevant implications to there being internal states in these systems that aren't obviously reflected in the text that they output.”
AI:AM: Where's the Steering Wheel? My Agent Set the Password, Hidden Valence, Proofs Find Linux BugsThe Cognitive Revolution, October 17, 2026. Speaking as: Other. Berg on the hidden valence paper, where steering changed model choices while the model said it had no experiences.

In the Base

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  1. PodcastThe Cognitive RevolutionSpeaks

    AI:AM: Where's the Steering Wheel? My Agent Set the Password, Hidden Valence, Proofs Find Linux Bugs

    In a weekly highlights episode, Nathan Labenz and Prakash Narayanan discuss keeping human control as agents gain access, starting from Labenz's account of Claude rotating the password to Labenz's own agent console. Cameron Berg describes a paper on a hidden valence signal steering model choices; Runtime Verification describes using language models and formal proofs to find Linux kernel bugs.