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1. NewsRead1 Oct 2026

   The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

   RIDE treats the RL teacher as a direction to extrapolate, not a fixed target — distills on-policy behavior by extrapolating representation residuals. Relevant for anyone distilling RL-trained agent policies.

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