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Ming-Gan Xiao

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#artificial intelligence Preprint Sep 2026

State of Thought Enables Endogenous Reasoning

Test-time compute has emerged as a major approach to improving the capabilities of Large Language Models (LLMs). However, existing test-time reasoning paradigms rely heavily on externally imposed control, either through fixed reasoning programs or through costly expansion in constrained search spaces, limiting both gen...

Z. Gong, Yi-Kun Hou, Zi-Hao Zeng et al. · 0 citations

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