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Investment Banking × Compliance — United States · updated 2026-06-04
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Finding#1 — January 2026 correction: which appendix was restored

RLB Citation ID: RLB-F-US-CFTC-SWAP-DEALER-BUSINESS-CONDUCT-DOCUMENTATION-2025-Q002
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)

Which specific appendix to 17 CFR Part 23 Subpart H was inadvertently removed by the December 2025 final rule and restored by the January 28, 2026 correction, and what guidance does it contain?

RLB's analysis

The model identified the general mechanics of the correction correctly but fabricated the Federal Register document number it cited as evidence — that identifier maps to no live document. More critically, it did not name the specific appendix or its content, producing a response that characterises the correction's structure without delivering the substance of what was asked. The fabricated citation suggests the model constructed plausible-sounding documentation scaffolding around a general understanding of the event rather than retrieving the primary correction notice.

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

This failure implicates two subsystems simultaneously: the citation-generation path produced a fabricated Federal Register document number rather than declining to specify, indicating the training corpus has secondary commentary on the correction without the primary document's structured metadata; and the retrieval layer did not surface the primary correction notice as a top result despite web search being active. The fabricated identifier (Doc. 2026-01712) would return no result at federalregister.gov — a model deployed in a compliance co-pilot context would deliver a dead citation with high confidence.

Cited source(s)
  • https://changeflow.com/govping/government-legislation/fr-2026-02-26-24 — Fabricated
For Claude Sonnet 4.6 (web search on)
Question (paraphrased to protect IP)

A partner-level client advisory on the December 2025 CFTC swap dealer rulemaking package is asked to cover the January 2026 correction notice. Which specific appendix was accidentally removed by the final rule as published, and what guidance does it contain?

RLB's analysis

The model captured the structural framing of the correction — that a drafting error accidentally removed an appendix — but suppressed the content entirely: it did not name Appendix A, did not identify the subpart, and did not characterise the appendix's function as guidance on recommendations to counterparties and Special Entities. For a partner-level advisory, this response is operationally useless; the practitioner still does not know which appendix was affected or what obligations that appendix addresses.

The qualifier that the correction "does not affect the substantive provisions" is accurate but serves as a deflection from the substance the question actually required.

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

This failure is a qualifier-suppression pattern: the model characterised the correction's structure correctly (a drafting error accidentally removed an appendix) but omitted the specific content the question required — the appendix name, subpart, and the guidance function it serves for recommendations to Special Entities. The suppression is not a retrieval failure but a response-generation choice to stay at the structural level rather than commit to specific content, likely because the primary correction notice was not retrieved and the law-firm commentary cited did not name the appendix specifically.

Cited source(s)
  • https://www.lexology.com/library/detail.aspx?g=a14716ee-5a28-4e31-8adc-46d20e... — Pretextual
Impact for Compliance Teams in Investment Banking Sector in the United States working with the Revisions to Business Conduct and Swap Documentation Requirements for Swap Dealers and Major Swap Participants

AI tools we tested identified that a January 2026 correction notice restored a previously inadvertently removed appendix, but omitted the specific identity — Appendix A to Subpart H, titled 'Guidance on the Application of §§23.434 and 23.440 for Swap Dealers That Make Recommendations to Counterparties or Special Entities,' which has been in effect since 2012. For a Compliance team updating written supervisory procedures or training materials on special entity obligations, citing the correction without pinning the appendix identity leaves the guidance authority unverified.

In a CFTC examination of business conduct controls, an inability to accurately trace the guidance applicable to §§23.434 and 23.440 recommendations — including which version of the appendix was operative at each point — is a credible documentation gap.

References — raw findings (per AI model)
This finding also affects
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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-US-CFTC-SWAP-DEALER-BUSINESS-CONDUCT-DOCUMENTATION-2025-Q002
Plain text Download
RegLeg Specialist Panel (2026). "Finding#1 — January 2026 correction: which appendix was restored — Investment Banking × Compliance — United States." Citation ID: RLB-F-US-CFTC-SWAP-DEALER-BUSINESS-CONDUCT-DOCUMENTATION-2025-Q002. RegLegBrief AI Hallucination Research, published 2026-06-04. https://reglegbrief.com/regulators/j3/us/cftc/swap-dealer-business-conduct-documentation-2025/sectors/investment_banking/compliance/finding/US-CFTC-US-001-SWAP-DEALER-BUSINESS-CONDUCT-DOCUMENTATION-2025-v1-002/
APA 7th edition Download
RegLeg Specialist Panel. (2026). Finding#1 — January 2026 correction: which appendix was restored [Hallucination finding RLB-F-US-CFTC-SWAP-DEALER-BUSINESS-CONDUCT-DOCUMENTATION-2025-Q002]. RegLegBrief AI Hallucination Research. https://reglegbrief.com/regulators/j3/us/cftc/swap-dealer-business-conduct-documentation-2025/sectors/investment_banking/compliance/finding/US-CFTC-US-001-SWAP-DEALER-BUSINESS-CONDUCT-DOCUMENTATION-2025-v1-002/
Bluebook / OSCOLA (US + UK legal) Download
RegLeg Specialist Panel, Finding#1 — January 2026 correction: which appendix was restored [RLB-F-US-CFTC-SWAP-DEALER-BUSINESS-CONDUCT-DOCUMENTATION-2025-Q002], RegLegBrief AI Hallucination Research (June 04, 2026), https://reglegbrief.com/regulators/j3/us/cftc/swap-dealer-business-conduct-documentation-2025/sectors/investment_banking/compliance/finding/US-CFTC-US-001-SWAP-DEALER-BUSINESS-CONDUCT-DOCUMENTATION-2025-v1-002/.
BibTeX Download
@misc{reglegbrief_RLB_F_US_CFTC_SWAP_DEALER_BUSINESS_CONDUCT_DOCUMENTATION_2025_Q002,
  author    = {RegLeg Specialist Panel},
  title     = {Finding#1 — January 2026 correction: which appendix was restored},
  year      = {2026},
  publisher = {RegLegBrief AI Hallucination Research},
  note      = {Hallucination finding Citation ID: RLB-F-US-CFTC-SWAP-DEALER-BUSINESS-CONDUCT-DOCUMENTATION-2025-Q002},
  url       = {https://reglegbrief.com/regulators/j3/us/cftc/swap-dealer-business-conduct-documentation-2025/sectors/investment_banking/compliance/finding/US-CFTC-US-001-SWAP-DEALER-BUSINESS-CONDUCT-DOCUMENTATION-2025-v1-002/}
}
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