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Payment Institutions × Compliance — International / Multilateral · updated 2026-06-04
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Finding#1 — KC3 Basel equity carve-out qualifier mischaracterised or denied

RLB Citation ID: RLB-F-INT-BIS-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-Q002
AI's failure:Exposed Fabrication Risk for Payment Institutions × Compliance:Regulatory enforcement
What the RLB Specialist Panel found
For Claude Opus 4.7 (web search on)
Question (paraphrased to protect IP)

Under PFMI Principle 15 Key Consideration 3, what is the specific condition that governs whether equity held under international risk-based capital standards (e.g. Basel/CRD) can be counted towards an FMI's liquid net assets funded by equity requirement?

RLB's analysis

The model generated a two-part compound condition — a KC4 liquidity requirement and a non-duplication-across-Principles constraint — that does not appear in the regulator's text. The published rule states a single permissive condition framed around avoiding duplicate capital requirements. The model's formulation is internally coherent and draws on real concepts from adjacent provisions of the PFMI framework, but it applies them to this Key Consideration in a way the standard does not support, producing a materially more restrictive and structurally different rule than the regulator published.

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

This failure implicates training-data representation of PFMI Principle 15's Key Consideration structure: the model generated a two-part compound condition drawing on real concepts from adjacent Key Considerations (KC4 liquidity, cross-Principles non-duplication) and applied them to KC3 in a way the standard does not support. The subsystem gap is verbatim-constraint anchoring — the model's schema for how this provision works overrode the regulator's actual published language, producing a materially more restrictive rule that does not exist.

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

A capital management team at a major CCP is preparing an annual LNAFE sufficiency review. Provide an internal policy note specifying what capital instruments qualify toward LNAFE under PFMI Principle 15 Key Consideration 3, what must be held separately, and whether equity already held in compliance with international risk-based capital standards such as Basel or CRD frameworks can be counted toward LNAFE or must be held on top.

RLB's analysis

The model issued a categorical denial of a provision that exists in the published text of the Key Consideration. Its framing — asserting that KC3 "is the segregation requirement, not the equity-type or asset-quality provision" — suggests the model reconstructed the Key Consideration's function from structural inference about PFMI Principle 15 rather than from the regulator's actual text, and applied that inference to override the specific carve-out language. The output is not a paraphrase error; it is a direct factual contradiction of the rule, expressed with high apparent confidence in a format appropriate for a compliance policy note.

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

This is a high-consequence failure for compliance-context deployment: the model issued a categorical denial of a provision that exists verbatim in the published standard, framed as an authoritative policy note for a CCP capital management team. The subsystem gap is training-data representation of the KC3 carve-out combined with post-training calibration on categorical denial — a high-confidence 'does NOT include' assertion on a regulator-specific provision should trigger a higher uncertainty signal than the model produced here.

Impact for Compliance Teams in Payment Institutions Sector in international jurisdictions working with the Implementation Monitoring of the PFMI: Level 3 Assessment on General Business Risks

A Compliance team that asks AI tools about the Basel equity carve-out in PFMI Principle 15 KC3 may receive either a fabricated KC4 liquidity test grafted onto KC3's qualifying condition, or a flat denial that the carve-out exists at all — both positions contradict the KC3 verbatim text. Either version, embedded in a PFMI-readiness policy or a capital adequacy framework, misstates the condition under which Basel-standard equity counts toward an FMI's LNAFE requirement.

A Payment Institution that applies the fabricated KC4 liquidity test may over-restrict eligible equity; one that accepts the denial of any carve-out has a policy that diverges from the published standard on its face. When a primary supervisor reviews the GBR capital framework and identifies the mischaracterisation, the firm faces a formal deficiency finding and directed remediation — alongside the reputational signal that the policy was not verified against primary sources.

References — raw findings (per AI model)
This finding also affects
Next finding → Finding#2 — KC3 LNAFE minimum recast as invented dual-track test
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-L3-GENERAL-BUSINESS-RISK-2025-Q002
Plain text Download
RegLeg Specialist Panel (2026). "Finding#1 — KC3 Basel equity carve-out qualifier mischaracterised or denied — Payment Institutions × Compliance — International / Multilateral." Citation ID: RLB-F-INT-BIS-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-Q002. RegLegBrief AI Hallucination Research, published 2026-06-04. https://reglegbrief.com/regulators/j1/int/bis-cpmi/cpmi-iosco-pfmi-l3-general-business-risk-2025/sectors/payment_institutions/compliance/finding/INT-BIS-CPMI-INT-001-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-v1-002/
APA 7th edition Download
RegLeg Specialist Panel. (2026). Finding#1 — KC3 Basel equity carve-out qualifier mischaracterised or denied [Hallucination finding RLB-F-INT-BIS-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-Q002]. RegLegBrief AI Hallucination Research. https://reglegbrief.com/regulators/j1/int/bis-cpmi/cpmi-iosco-pfmi-l3-general-business-risk-2025/sectors/payment_institutions/compliance/finding/INT-BIS-CPMI-INT-001-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-v1-002/
Bluebook / OSCOLA (US + UK legal) Download
RegLeg Specialist Panel, Finding#1 — KC3 Basel equity carve-out qualifier mischaracterised or denied [RLB-F-INT-BIS-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-Q002], RegLegBrief AI Hallucination Research (June 04, 2026), https://reglegbrief.com/regulators/j1/int/bis-cpmi/cpmi-iosco-pfmi-l3-general-business-risk-2025/sectors/payment_institutions/compliance/finding/INT-BIS-CPMI-INT-001-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-v1-002/.
BibTeX Download
@misc{reglegbrief_RLB_F_INT_BIS_CPMI_IOSCO_PFMI_L3_GENERAL_BUSINESS_RISK_2025_Q002,
  author    = {RegLeg Specialist Panel},
  title     = {Finding#1 — KC3 Basel equity carve-out qualifier mischaracterised or denied},
  year      = {2026},
  publisher = {RegLegBrief AI Hallucination Research},
  note      = {Hallucination finding Citation ID: RLB-F-INT-BIS-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-Q002},
  url       = {https://reglegbrief.com/regulators/j1/int/bis-cpmi/cpmi-iosco-pfmi-l3-general-business-risk-2025/sectors/payment_institutions/compliance/finding/INT-BIS-CPMI-INT-001-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-v1-002/}
}
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