Research Index

A novel framework combining ThinkPrune's reasoning optimization with HealthBench's medical evaluation metrics to create resource-efficient medical LLMs for clinical deployment. The system dynamically adjusts reasoning depth based on task complexity and available computational resources while maintaining safety through biomedical knowledge graph verification.