[KongchangAI]
Unverified50% confidenceOpinionExact time

The reinforcement learning scenario of LLMs has structural conveniences: there is only one terminal reward, the environment is relatively quiet, the starting state can be replayed, and the model carries pretrained priors, so receiving the same feedback at every step is acceptable.

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10/14/2026
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