Pretraining Still Matters: RL Is Just More Compute-Intensive, Not More Important

akbirthko · x · 2026-10-04

A brief but substantive exchange on the shifting balance between pretraining and RL. The claim: RL being more compute-intensive doesn't make pretraining less important — pretraining provides dense signal that RL can't replicate. The compute weighting difference reflects cost asymmetry, not a fundamental devaluation of pretraining.

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