Evidence-Ledger Adjudication: New AI System Traces Claims to Source Evidence for Accuracy
Researchers introduced evidence-ledger adjudication, a workflow that pairs AI-generated claims with evidence packets, assigns support relations, and routes unsupported or contradicted claims back to the author for review. The system was tested on a 2,335-row blind benchmark built from AVeriTeC, CLIMATE-FEVER, and SciFact.
