A Risk team that relies on the AI's framing of Annex 4D risks misclassifying off-balance sheet items in the wrong framework — either incorrectly applying leverage ratio treatment to items governed by the standardised approach credit risk rules, or vice versa. If this mischaracterisation enters an internal capital model methodology document or a credit approval policy, it may propagate through every transaction assessed against that framework until corrected.
MAS has the authority to require capital remediation and a formal methodology review where it finds that a bank's internal processes have not correctly applied the operative Notice, and the cost of a firm-wide correction — across models, policies, and training materials — will significantly exceed the cost of the original verification step.
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 under MAS Notice 637 — Corporate Banking × Risk — Singapore." Citation ID: . RegLegBrief AI Hallucination Research, published 2026-05-28. https://reglegbrief.com/audiences/sectors/sg/corporate_banking/risk/finding/q-NOTICE-637-CAPITAL-ADEQUACY-BANKS-2025-v1-017/
RegLeg Specialist Panel. (2026). Scope and exclusions of Annex 4D under MAS Notice 637 [Hallucination finding ]. RegLegBrief AI Hallucination Research. https://reglegbrief.com/audiences/sectors/sg/corporate_banking/risk/finding/q-NOTICE-637-CAPITAL-ADEQUACY-BANKS-2025-v1-017/
RegLeg Specialist Panel, Scope and exclusions of Annex 4D under MAS Notice 637 [], RegLegBrief AI Hallucination Research (May 28, 2026), https://reglegbrief.com/audiences/sectors/sg/corporate_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 under MAS Notice 637},
year = {2026},
publisher = {RegLegBrief AI Hallucination Research},
note = {Hallucination finding Citation ID: },
url = {https://reglegbrief.com/audiences/sectors/sg/corporate_banking/risk/finding/q-NOTICE-637-CAPITAL-ADEQUACY-BANKS-2025-v1-017/}
}
Every finding on this page compares an AI subject's account of the rule against the regulator's verbatim text from the regulator's own portal. Both are linked. Each delta, its root causes, and impact analysis are documented and published with immutable Citation IDs.