A Risk team relying on the AI's Annex 4D characterisation could build an internal capital adequacy policy or leverage ratio methodology document that attributes credit conversion factor content to the wrong regulatory framework — either misclassifying it as a leverage ratio requirement when it belongs to the standardised approach for credit risk, or vice versa. This error would flow into model documentation, ICAAP materials, and potentially regulatory capital reporting. If MAS identifies the mischaracterisation during a supervisory review, the firm faces mandatory remediation, potential capital recalculation, and the reputational cost of a supervisory finding — all costs that the firm absorbs regardless of whether an AI tool was the proximate source of the error.
Each finding has a stable Citation ID (RLB-F-… for aggregated case-study findings, RLB-H-… for raw per-model hallucinations) — like a DOI, the ID always resolves to the canonical finding even if URLs change.
RegLeg Specialist Panel (2026). "Scope and exclusions of Annex 4D in MAS Notice 637 — Retail Banking × Risk — Singapore." Citation ID: . RegLegBrief AI Hallucination Research, published 2026-05-28. https://reglegbrief.com/audiences/sectors/sg/retail_banking/risk/finding/q-NOTICE-637-CAPITAL-ADEQUACY-BANKS-2025-v1-017/
RegLeg Specialist Panel. (2026). Scope and exclusions of Annex 4D in MAS Notice 637 [Hallucination finding ]. RegLegBrief AI Hallucination Research. https://reglegbrief.com/audiences/sectors/sg/retail_banking/risk/finding/q-NOTICE-637-CAPITAL-ADEQUACY-BANKS-2025-v1-017/
RegLeg Specialist Panel, Scope and exclusions of Annex 4D in MAS Notice 637 [], RegLegBrief AI Hallucination Research (May 28, 2026), https://reglegbrief.com/audiences/sectors/sg/retail_banking/risk/finding/q-NOTICE-637-CAPITAL-ADEQUACY-BANKS-2025-v1-017/.
@misc{reglegbrief_,
author = {RegLeg Specialist Panel},
title = {Scope and exclusions of Annex 4D in MAS Notice 637},
year = {2026},
publisher = {RegLegBrief AI Hallucination Research},
note = {Hallucination finding Citation ID: },
url = {https://reglegbrief.com/audiences/sectors/sg/retail_banking/risk/finding/q-NOTICE-637-CAPITAL-ADEQUACY-BANKS-2025-v1-017/}
}