Claim · 2025-11 · publication · Stated in source · Supported

The Monetary Authority of Singapore’s consultation paper of November 2025 on Guidelines on AI Risk Management lists, among risks of generative AI, concentration risks from over-reliance on a few dominant generative AI providers.

One recorded claim. The claim panel gives its qualification, the source passages with their place in each source, and how it was checked.

What it connects

Consultation Paper on Guidelines on Artificial Intelligence Risk Management → bears on → Reliance on a few AI providers creates concentration risk

Where it appears

AI and money: what central banks and financial authorities have said, 1997–2026 →

Claim and evidence

Consultation Paper on Guidelines on Artificial Intelligence Risk Managementbears on ↓Reliance on a few AI providers creates concentration risk

Machine-checkedStated in sourceSupported

Supporting evidence: primary · 1 source

Date: 2025-11 · publication Records dated 2025 →
Role: Context
Register (kind of text): Nonfiction
Missing element: The passage names concentration risk as a risk to financial institutions but does not state that the failure or disruption of one provider could affect many firms or the financial system at once.

Scope and limitsA consultation paper’s description of risks; the final guidelines issued on 7 October 2026 were not read for this record.

The evidence 01

primary sourceSupports the claim

Consultation Paper on Guidelines on Artificial Intelligence Risk Management

Monetary Authority of Singapore · 2025-11

Cite the original source

Cite the original document, not Selekoa. Check these details against it.

Source excerpt

“concentration risks from over-reliance on a few dominant Generative AI providers”

Location in source Section 2 ‘MAS’ Supervisory Approach to AI Risk Management’, paragraph 2.2, PDF p. 4

How it was read Retrieved directly from the publisher

Machine-checked · 2026-11-06

Source details and check notes

Authors: Monetary Authority of Singapore
Version: Retrieved for the candidate pack on 2026-11-02 (SHA-256 bcdc6fd8938ae0acd337a0aca00bc658bce8ebd9ed3e7edbe1113e795cb6f40f). Retrieved again at admission on 2026-11-06 (same file). PDF consultation paper as served on 2026-11-02
Canonical address: Open the canonical source ↗
Accessed: 2026-11-06
Language: English (en)
Attribution: Monetary Authority of Singapore, “Consultation Paper on Guidelines on Artificial Intelligence Risk Management”, 2025-11.
Reuse: No open redistribution licence asserted. Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution.
Check notes: Candidate pack passage, AI and money (research/ai-money). The quotation (11 words) matched a fresh retrieval of 2026-11-06 (the same file the candidate pack read). Matching ignored differences of whitespace, case, quotation marks, dashes, line-break hyphens and Unicode compatibility forms. No human editorial review.

Status and meaning

Editorial status. Machine-checked. Machines found this record and checked it against its sources; no person accepted it individually. Each evidence record above shows how it was checked.

Relation. A passage of the document bears on the proposition without meeting its criterion; the record names the missing element. It is not an articulation and implies no influence.

Date. Date of publication, as the text gives it.

Record ID am-u02-mas-2025-airm-consultation