most citedSoft-Label Caching and Sharpening for Communication-Efficient Federated Distillation

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cs.CL2026

Spatiotemporal Hidden-State Dynamics as a Signature of Internal Reasoning in Large Language Models

Kotaro Furuya, Takahito Tanimura

Large reasoning models (LRMs) generate extended solutions, yet it remains unclear whether these traces reflect substantive internal computation or merely verbosity and overthinking…