Limited Reasoning Space: The cage of long-horizon reasoning in LLMs

Zhenyu Li, Guanlin Wu, Cheems Wang +1

The test-time compute strategy, such as Chain-of-Thought (CoT), has significantly enhanced the ability of large language models to solve complex tasks like logical reasoning. Howev…