Multi-Agent Framework Reduces Hallucinations in Financial Question Answering

CLAIR-Fin, a nine-agent framework, verifies financial claims at the atomic level using a typed ledger and cross-modal debate to prevent hallucinations in retrieval-augmented financial QA systems.