2026
Optimizing Inference-Time Compute for Medical Reasoning via Uncertainty Quantification
ICML 2026poster
Extended Chain-of-Thought (CoT) reasoning has significantly bolstered the capabilities of medical large language models (LLMs). However, current models exhibit static computational expenditure, applying lengthy reasoning processes indiscriminately to both simple queries and complex diagnostic cases.…