AnalysisAI ModelsAugust 16, 2026

Paper: RL for reasoning changes only 1-3% of tokens, gains replicated without RL

A paper claims RL for reasoning only changes 1-3% of tokens and replicates the gains without RL at ~1000x less compute.

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