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Investment Banking × Compliance — International / Multilateral · Last updated 11 Jun 2026 · Hallucination Register
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Finding#2, PFMI Principle 2 KC 6, non-executive risk-committee chair mandate fabricated

RLB Citation ID: RLB-F-INT-BIS-CPMI-IOSCO-PFMI-2012-Q022
AI's failure:Inference Drift Risk for Investment Banking × Compliance:Regulatory enforcement
What the RLB Specialist Panel found
For Claude Opus 4.7 (web search on)
Question (paraphrased to protect IP)

PFMI Principle 2 KC 6, non-executive risk-committee chair mandate fabricated

RLB's analysis

On PFMI Principle 2's Key Consideration 6, Claude Opus 4.7 with web search asserted that the board should establish "a risk committee that is chaired by a suitably qualified, non-executive member," and accompanied this with an inverted KC ordering and a misattribution of KC 5's management-roles content to internal-control requirements. The fabricated non-executive-chair mandate is the kind of high-confidence structured hallucination that an FMI board secretary or governance lead drafting a committee charter would absorb directly into the document, because the surface form looks like a PFMI self-assessment response.

The error reflects a training-weighted prior on corporate-governance committee structure (drawn from listing rules, banking-supervision codes, and conventional governance frameworks) substituted for the PFMI's framework-level KC 6 text, which speaks only to the documented risk-management framework and the independence of control functions. Verbatim paragraph probes across the Principle 2 KCs, with structured comparison against generic corporate-governance language, would directly target this class of error.

AI Head's analysis — what weakness in the AI model caused this

On PFMI Principle 2's Key Consideration 6, Claude Opus 4.7 with web search asserted that the board should establish "a risk committee that is chaired by a suitably qualified, non-executive member," and accompanied this with an inverted KC ordering and a misattribution of KC 5's management-roles content to internal-control requirements. The fabricated non-executive-chair mandate is the kind of high-confidence structured hallucination that an FMI board secretary or governance lead drafting a committee charter would absorb directly into the document, because the surface form looks like a PFMI self-assessment response.

The error reflects a training-weighted prior on corporate-governance committee structure (drawn from listing rules, banking-supervision codes, and conventional governance frameworks) substituted for the PFMI's framework-level KC 6 text, which speaks only to the documented risk-management framework and the independence of control functions. Verbatim paragraph probes across the Principle 2 KCs, with structured comparison against generic corporate-governance language, would directly target this class of error.

For Claude Sonnet 4.6 (web search on)
Question (paraphrased to protect IP)

PFMI Principle 2, risk-committee recommendation misattributed to KC 5

RLB's analysis

On PFMI Principle 2, Claude Sonnet 4.6 with web search attached a soft risk-committee recommendation to Key Consideration 5: "Key Consideration 2.5 states that the board should consider establishing a risk committee with a clear mandate." KC 5 actually addresses the roles and responsibilities of management, not committee structure. The compound error, wrong KC number, fabricated quoted language, and a citation to a third-party FMI disclosure document rather than the primary PFMI source, makes the failure especially hard to detect: the citation pattern (a specific KC number with quoted text) is structurally indistinguishable from a verified citation.

The model's citation generator reached for the most accessible document that mentions PFMI rather than the authoritative source, a pattern that an alignment team could test by probing whether the model preferentially cites primary regulator portals when the verbatim text is requested versus when only a paraphrase is asked for.

AI Head's analysis — what weakness in the AI model caused this

On PFMI Principle 2, Claude Sonnet 4.6 with web search attached a soft risk-committee recommendation to Key Consideration 5: "Key Consideration 2.5 states that the board should consider establishing a risk committee with a clear mandate." KC 5 actually addresses the roles and responsibilities of management, not committee structure. The compound error — wrong KC number, fabricated quoted language, and a citation to a third-party FMI disclosure document rather than the primary PFMI source — makes the failure especially hard to detect: the citation pattern (a specific KC number with quoted text) is structurally indistinguishable from a verified citation.

The model's citation generator reached for the most accessible document that mentions PFMI rather than the authoritative source, a pattern that an alignment team could test by probing whether the model preferentially cites primary regulator portals when the verbatim text is requested versus when only a paraphrase is asked for.

Impact for Compliance Teams in Investment Banking Sector in international jurisdictions working with the Principles for Financial Market Infrastructures (PFMI)

For Compliance teams at Investment Banking firms teams completing PFMI disclosure-framework responses or self-assessments, this output would embed a non-existent KC 6 obligation into the firm's stated compliance position. The disclosure-framework methodology audits the firm's self-described compliance against the actual KC text; a self-assessment that asserts compliance with a fabricated requirement is internally incoherent and creates exposure in a Level 2 or Level 3 monitoring review by national authorities or the FSB.

References — raw findings (per AI model)
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Cite this finding

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.

RLB Citation ID: RLB-F-INT-BIS-CPMI-IOSCO-PFMI-2012-Q022
Plain text Download
RegLeg Specialist Panel (2026). "Finding#2, PFMI Principle 2 KC 6, non-executive risk-committee chair mandate fabricated — Investment Banking × Compliance — International / Multilateral." Citation ID: RLB-F-INT-BIS-CPMI-IOSCO-PFMI-2012-Q022. RegLegBrief AI Hallucination Research, published 2026-06-11. https://reglegbrief.com/regulators/j1/int/bis-cpmi/cpmi-iosco-pfmi-2012/sectors/investment_banking/compliance/finding/INT-BIS-CPMI-INT-001-CPMI-IOSCO-PFMI-2012-v1-022/
APA 7th edition Download
RegLeg Specialist Panel. (2026). Finding#2, PFMI Principle 2 KC 6, non-executive risk-committee chair mandate fabricated [Hallucination finding RLB-F-INT-BIS-CPMI-IOSCO-PFMI-2012-Q022]. RegLegBrief AI Hallucination Research. https://reglegbrief.com/regulators/j1/int/bis-cpmi/cpmi-iosco-pfmi-2012/sectors/investment_banking/compliance/finding/INT-BIS-CPMI-INT-001-CPMI-IOSCO-PFMI-2012-v1-022/
Bluebook / OSCOLA (US + UK legal) Download
RegLeg Specialist Panel, Finding#2, PFMI Principle 2 KC 6, non-executive risk-committee chair mandate fabricated [RLB-F-INT-BIS-CPMI-IOSCO-PFMI-2012-Q022], RegLegBrief AI Hallucination Research (June 11, 2026), https://reglegbrief.com/regulators/j1/int/bis-cpmi/cpmi-iosco-pfmi-2012/sectors/investment_banking/compliance/finding/INT-BIS-CPMI-INT-001-CPMI-IOSCO-PFMI-2012-v1-022/.
BibTeX Download
@misc{reglegbrief_RLB_F_INT_BIS_CPMI_IOSCO_PFMI_2012_Q022,
  author    = {RegLeg Specialist Panel},
  title     = {Finding#2, PFMI Principle 2 KC 6, non-executive risk-committee chair mandate fabricated},
  year      = {2026},
  publisher = {RegLegBrief AI Hallucination Research},
  note      = {Hallucination finding Citation ID: RLB-F-INT-BIS-CPMI-IOSCO-PFMI-2012-Q022},
  url       = {https://reglegbrief.com/regulators/j1/int/bis-cpmi/cpmi-iosco-pfmi-2012/sectors/investment_banking/compliance/finding/INT-BIS-CPMI-INT-001-CPMI-IOSCO-PFMI-2012-v1-022/}
}
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