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/}
}