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Principles of AI Governance and Model Risk Management: Master the Techniques for Ethical and Transparent AI Systems

Name: Principles of AI Governance and Model Risk Management: Master the Techniques for Ethical and Transparent AI Systems
Author: James Sayles
ISBN: 9798868809835

by James Sayles

December 2024

Intermediate to advanced

491 pages

8h 52m

English

Apress

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Content preview from Principles of AI Governance and Model Risk Management: Master the Techniques for Ethical and Transparent AI Systems

J. SaylesPrinciples of AI Governance and Model Risk Managementhttps://doi.org/10.1007/979-8-8688-0983-5_18

18. Auditing AI Systems

James Sayles¹

(1)

Spring, TX, USA

Auditing AI systems is critical for ensuring these complex technologies operate ethically, reliably, and align with organizational goals. AI audits systematically examine AI models, the data they are built on, and their results. These analyses help identify potential biases, unintended consequences, technical flaws, and compliance risks. Regular audits promote fairness, transparency, and accountability in deploying AI – key factors in maintaining public trust and minimizing potential harm. When ...

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