Improving reasoning at inference time via uncertainty minimisation

Nicolas Legrand, Kenneth Enevoldsen, Márton Kardos +1

Large language models (LLMs) now exhibit strong multi-step reasoning abilities, but existing inference-time scaling methods remain computationally expensive, often relying on exten…