Jiangan Yuan

Data and Evaluation Closed-Loop for Model Capability Enhancement

An evaluation taxonomy, a non-instruction data taxonomy, and mapping rules form a closed loop turning a benchmark-level failure into a targeted, testable data intervention, showing the evaluation-to-data inference can be routine, auditable, and experimentally validated rather than intuitive.