Zhaohua Lu

Bridging Probabilistic LLMs and Deterministic Statistical Validation: The PROVE Multi-Agent Framework for Clinical Trial Reporting

PROVE (Programmatic Reporting and Output Verification Engine), an auditable framework that uses optional LLM and retrieval support for table interpretation while reserving numerical and logical decisions for programmed validators, is introduced.