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HKMA’s AI Push on Suspicious Payments Opens a New Governance Gap

Institutions must govern the meaning behind consequential payment decisions, not only the data and models involved.

Cover of HKMA’s AI Push on Suspicious Payments Opens a New Governance Gap
© 2026 Maureen Doyle-Spare. All rights reserved.
Hong Kong · HKMA

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Institutions must govern the meaning behind consequential payment decisions, not only the data and models involved.

Governance connection

Why this development matters.

A suspicious-payment decision depends on the Operational Interpretation an AI system resolves from activity and context. The Reasoning Baseline and Runtime Semantic State Record make that interpretation testable and reconstructable before or after a consequential decision.

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