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The Invisible Leash: Why RLVR May or May Not Escape Its Origin
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RLVR remains confined to the initial support of the base model unless explicit mechanisms introduce meaningful probability
Prolonged reinforcement learning training can enable models to solve tasks their base models cannot solve, regardless of sample count.
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- Oct 30, 2026Entered the graphEntered the graph; no copy stored