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Reasoning as Compression: Unifying Budget Forcing via the Conditional Information Bottleneck
通过条件信息瓶颈将推理中的预算强制统一为压缩问题，揭示推理与信息论的内在联系。
arXiv:2603.08462v2 Announce Type: replace Abstract: \ac{CoT} prompting improves LLM accuracy on complex tasks but often increases token usage and infe…