Let Me Think! A Long Chain-of-Thought Can Be Worth Exponentially Many Short Ones

Parsa Mirtaheri, Ezra Edelman, Samy Jelassi +2

Inference-time computation has emerged as a promising scaling axis for improving large language model reasoning. However, despite yielding impressive performance, the optimal alloc…