From Accuracy to Auditability: A Survey of Determinism in Financial AI Systems

Ruizhe Zhou, Xiaoyang Liu, Gaoyuan Du +4

Deploying machine learning in regulated financial environments -- credit risk, fraud detection, and anti-money laundering -- exposes critical vulnerabilities in algorithmic reprodu…