State of Thought Enables Endogenous Reasoning.

arXiv:2609.16055v2 Announce Type: replace-cross Abstract: 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 contro