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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Samuel Allen

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Open access Jul 2026

Supervisory XAI Toolkit: A privacy-preserving framework for independent regulatory auditing of artificial intelligence models in financial services

A Supervisory Explainable AI (XAI) Toolkit is proposed, a privacy-preserving auditing platform inspired by the BIS Innovation Hub's Project Noor that equips regulators to independently probe and assess proprietary AI models without requiring firms to surrender raw data, model weights, or trade secrets.

Andrew Moore, Samuel Allen · 0 citations