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Lucas Pinto

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#machine learning Preprint Jul 2026

Activation Steering Transfer to Agents: One Gain Ratio Does Not Identify Potency and Efficacy

The consequence is a measurement instruction rather than a theorem: a transfer conclusion read at one strength does not identify what changed, because a displacement and a gain are not distinguishable from a single operating point.

Lucas Pinto · 0 citations