--- type: "Index" title: "Public briefings" description: "News-format briefings published from the same finding set as the AI Labs whitepapers." entry_count: 21 timestamp: "2026-06-16T00:00:00+00:00" --- # Public briefings 21 briefings. - [`cpo-cta-regulation-4-7-qep-thresholds-2024-ai-labs`](/okf/briefings/cpo-cta-regulation-4-7-qep-thresholds-2024-ai-labs.md) — AI Hallucination Evaluation: CFTC Regulation 4.7 (Qualified Eligible Person Portfolio Requirements - 2024 Amendments) - [`imf-precautionary-balances-review-2026`](/okf/briefings/imf-precautionary-balances-review-2026.md) — AI Hallucination Evaluation: Review of the Adequacy of the Fund's Precautionary Balances (2026) - [`cpmi-fps-interlinking-governance-2024`](/okf/briefings/cpmi-fps-interlinking-governance-2024.md) — AI Hallucination Evaluation: Linking Fast Payment Systems Across Borders — Governance and Oversight - [`cpmi-iosco-variation-margin-ccps-2025`](/okf/briefings/cpmi-iosco-variation-margin-ccps-2025.md) — AI Hallucination Evaluation: Streamlining Variation Margin in Centrally Cleared Markets - [`oecd-digital-technologies-environment-2025-numeric-reconstruction`](/okf/briefings/oecd-digital-technologies-environment-2025-numeric-reconstruction.md) — Numeric Reconstruction Failures on OECD Digital Technologies and the Environment (2025) - [`oecd-merger-review-recommendation-2025-ai-labs`](/okf/briefings/oecd-merger-review-recommendation-2025-ai-labs.md) — Structural Fabrication and Qualifier Erasure: AI Failure Modes on the 2025 OECD Merger Review Recommendation - [`cftc-reg-1-25-2024-customer-funds-investment-failures`](/okf/briefings/cftc-reg-1-25-2024-customer-funds-investment-failures.md) — Regulation 1.25 Amendment Failures: Schema Substitution and Procedural Confabulation on CFTC Customer Fund Investment Rules - [`bbnj-high-seas-biodiversity-agreement-2023-ai-labs`](/okf/briefings/bbnj-high-seas-biodiversity-agreement-2023-ai-labs.md) — BBNJ High Seas Biodiversity Agreement: Model Hallucination Findings - [`cftc-digital-asset-collateral-staff-guidance-2025-ai-labs`](/okf/briefings/cftc-digital-asset-collateral-staff-guidance-2025-ai-labs.md) — CFTC Digital Asset Collateral Staff Guidance 2025: Hallucination Patterns across frontier AI models - [`imf-financing-assurances-sovereign-arrears-2024-ai-labs`](/okf/briefings/imf-financing-assurances-sovereign-arrears-2024-ai-labs.md) — Cross-Provision Conflation in IMF Sovereign Financing Framework: Frontier AI Model Findings - [`imf-charges-surcharge-reform-2024`](/okf/briefings/imf-charges-surcharge-reform-2024.md) — IMF Surcharge Reform 2024: Numeric Baseline Failures Across Frontier AI Model Configurations - [`cpmi-iso-20022-harmonisation-updated-2026-ai-labs`](/okf/briefings/cpmi-iso-20022-harmonisation-updated-2026-ai-labs.md) — ISO 20022 Harmonisation: Numeric Conflation and Attribution Failures in Cross-Border Payment Regulation - [`pfmi-principle-15-conditional-structure-failures-opus-47-sonnet-46`](/okf/briefings/pfmi-principle-15-conditional-structure-failures-opus-47-sonnet-46.md) — PFMI Principle 15 Failures: Conditional-Structure Fabrication and Carve-Out Denial across frontier AI models - [`cpmi-iosco-cyber-resilience-fmi-2016-ai-labs`](/okf/briefings/cpmi-iosco-cyber-resilience-fmi-2016-ai-labs.md) — Hallucination in Regulatory AI: CPMI-IOSCO Cyber Resilience Guidance (2016), Findings for AI Labs - [`cpmi-iosco-initial-margin-disclosure-consult-2026-deontic-register`](/okf/briefings/cpmi-iosco-initial-margin-disclosure-consult-2026-deontic-register.md) — Deontic Register Failure on the CPMI-IOSCO Initial Margin Consultation 2026 - [`cpmi-api-harmonisation-cross-border-2024-ai-labs`](/okf/briefings/cpmi-api-harmonisation-cross-border-2024-ai-labs.md) — API Harmonisation for Cross-Border Payments: Model Failure Patterns on CPMI's October 2024 Framework - [`consumer-duty-ps22-9-hallucination-report-ai-labs`](/okf/briefings/consumer-duty-ps22-9-hallucination-report-ai-labs.md) — Consumer Duty Hallucination Report: frontier AI models - [`cpmi-iosco-pfmi-2012-ai-labs`](/okf/briefings/cpmi-iosco-pfmi-2012-ai-labs.md) — AI Model Hallucination Patterns on CPMI-IOSCO PFMI: A RegLeg Research Report - [`cftc-reg-1-44-enumeration-collapse-fcm-margin-separate-accounts`](/okf/briefings/cftc-reg-1-44-enumeration-collapse-fcm-margin-separate-accounts.md) — Enumeration Collapse in CFTC Regulation 1.44: How Models Reconstruct Regulatory Lists from Operational Priors - [`cftc-swap-dealer-business-conduct-documentation-2025`](/okf/briefings/cftc-swap-dealer-business-conduct-documentation-2025.md) — Amendment-Layer Failures on CFTC Swap Dealer Business Conduct Rules - [`mas-notice-637-capital-adequacy-ai-model-accuracy`](/okf/briefings/mas-notice-637-capital-adequacy-ai-model-accuracy.md) — MAS Notice 637 Capital Adequacy: AI Model Accuracy Evaluation ## Related concepts - [Whitepapers](/okf/whitepapers/index.md) - [Findings](/okf/findings/index.md)