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LLMs can reason more accurately and concisely when RL is guided by token-level entropy, pinpointing and exploring "forks in the road" during the reasoning process.
Achieve both low-bitrate perceptual video compression and practical scalability with ProGVC, a framework that unifies progressive transmission, efficient entropy coding, and detail synthesis.