The Model Knows, the Decoder Finds: Future Value Guided Particle Power Sampling

Tu Nguyen, Matthieu Zimmer, Rasul Tutunov +2

A recurring pattern in "reasoning without training" is that base LLMs already assign non-trivial probability mass to correct multi-step solutions; the bottleneck is locating these…