Monographs/Information Papers
Artificial Intelligence (AI) Model Risk Management
MAS conducted a thematic review of banks’ AI (including Generative AI) model risk management practices in mid-2024. This information paper sets out good practices for AI and Generative AI model risk management that were observed during the review, focusing on those relating to governance and oversight, key risk management systems and processes, and development and deployment of AI. MAS encourages all financial institutions to reference these good practices when developing and deploying AI.
Related Publications
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Monographs/Information PapersPublished Date: 07 October 2026
Enforcement Report 2025/2026
The MAS Enforcement Report 2025/2026 covers the period between 1 January 2025 and 30 June 2026, highlighting key enforcement outcomes alongside broader efforts to uphold fair and orderly financial markets, deter misconduct, and protect consumers and investors.
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Monographs/Information PapersPublished Date: 11 September 2026
MAS' Approach to Resolution of Financial Institutions in Singapore
This Monograph explains MAS’ role as resolution authority and approach towards resolving financial institutions under MAS’ purview.
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Monographs/Information PapersPublished Date: 12 August 2026
Information Paper on Culture Capabilities for Effective Remediation and Sustainable Change
The information paper sets out supervisory observations on four culture capabilities that have been associated with more effective remediation of serious risk events and lower likelihood of recurrence. The capabilities can also be applied pre-emptively before risk events occur.