Tech Feb 2, 2026 4 min Power Sampling: unlocking LLM reasoning without reinforcement learning A look at how changing the inference-time sampling strategy can improve LLM reasoning performance without retraining on RL. LLM Inference Reinforcement Learning Sampling AI