academic AI

From Black Box to Trusted Tool: Validating Your AI for Literature Reviews

This content emphasizes the critical need to validate AI tools used for literature reviews, treating them as research assistants rather than infallible arbiters. It proposes a multi-stage validation framework, highlighting the Discrepancy Log as a key tool to systematically record and diagnose mismatches between AI extraction and human verification.