AI RESEARCH

Persistent and Conversational Multi-Method Explainability for Trustworthy Financial AI

arXiv CS.AI

ArXi:2605.11687v1 Announce Type: new Financial institutions increasingly require AI explanations that are persistent, cross-validated across methods, and conversationally accessible to human decision-makers. We present an architecture for human-centered explainable AI in financial sentiment analysis that combines three contributions.