MATS Project Asks Whether Models Can Learn to Control Their Own Activations via Neurofeedback

SaxenaNayan · x · 2026-10-23

A MATS 10.0 project (with MATSRobyn, mirkobronzi and Damiano Fornasiere, LawZero stream) is out.

The core question: activation monitors assume models cannot control what their activations encode. Can models learn this control in context, through neurofeedback? If so, it undercuts a key premise of activation-based safety monitoring.

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