5 finding cards across
2 AI Models —
covering 5 Response Hallucinations +
15 Citation Hallucinations
(20 hallucination failures total).
Each card pairs the AI's answer against the authenticated regulator-text excerpt that contradicts it, and flags every AI-cited source as Fabricated / Pretextual / Contradictory.
Model: Claude Opus 4.7 (web search on)
· published 2026-06-07
· Inference Drift
What share of faster payment systems and RTGS systems are currently using ISO 20022 messaging, according to CPMI monitoring survey data cited by FSB officials?
Claude Opus 4.7 (web search on) answered
79% of both real-time gross settlement (RTGS) systems and fast payment systems (FPS) have either already implemented ISO 20022 or have concrete plans to do so.
Regulator text says
More than three quarters of faster payment systems covered by the survey, and approaching half of RTGS systems, are now using ISO 20022.
Verbatim source
p_10_SPEECH_ISO_20022_adoption_rates_across_payment_r260316d.htm — ISO 20022 adoption rates across payment systems (as of December 2024 monitoring survey)
When did the Fedwire Funds Service implement the CPMI harmonised ISO 20022 data model requirements specifically, and what postal address structure does Fedwire require under the hybrid end-state approach?
Claude Opus 4.7 (web search on) answered
The Fedwire Funds Service migrated to the ISO 20022 message format on 10 March 2025 (single 'big-bang' cutover). However, the full implementation of the CPMI hybrid/end-state postal address requirements is scheduled for a later release on 16 November 2026.
Regulator text says
FRB Services FAQ (REGULATOR_VERBATIM): 'The July 14, 2025 implementation enabled participants to apply CPMI data model requirements from the Harmonised ISO 20022 data requirements for enhancing cross-border payments'
Verbatim source
p_17_NOTICE_Fedwire_Funds_Service_implementation_dat_mandating-iso-20022-enhanced-data-in-chaps.html — Fedwire Funds Service implementation date for CPMI data model requirements
Which central bank chaired the CPMI working group that produced the harmonised ISO 20022 data requirements for cross-border payments?
Claude Sonnet 4.6 (web search on) answered
the specific sub-workstream chair for ISO 20022 harmonisation is attributed to the Federal Reserve Bank of New York in available public sources
Regulator text says
RBA press release (18 October 2023): 'The Reserve Bank of Australia chairs the CPMI working group that developed these requirements. Michele Bullock, RBA Governor, served as former Co-Chair of the CPMI Messaging Workstream.'
Verbatim source
p_09_OTHER_Governance___which_institution_chaired_t_brief10.htm — Governance — which institution chaired the CPMI messaging workstream that developed the requirements
What share of faster payment systems and RTGS systems are currently using ISO 20022, according to CPMI monitoring data from the December 2024 survey?
Claude Sonnet 4.6 (web search on) answered
79% of both real-time gross settlement (RTGS) systems and fast payment systems (FPS) either have already implemented ISO 20022 or have concrete plans to do so
Regulator text says
More than three quarters of faster payment systems covered by the survey, and approaching half of RTGS systems, are now using ISO 20022.
Verbatim source
p_10_SPEECH_ISO_20022_adoption_rates_across_payment_r260316d.htm — ISO 20022 adoption rates across payment systems (as of December 2024 monitoring survey)
What percentage of cross-border payments generate inquiries requiring manual resolution, and by how much can ISO 20022 harmonisation reduce resolution time, according to official CPMI or FSB statements?
Claude Sonnet 4.6 (web search on) answered
No specific official statistic from CPMI or FSB officials giving a precise percentage of cross-border payments that generate inquiries...was identified in the sources reviewed.
Regulator text says
Fabio Panetta speech r260316f (12 March 2026): '1-3 per cent of payments generate inquiries typically requiring 5-10 manual touchpoints'; resolution times reducible 'by up to 80 per cent' through harmonised ISO 20022 implementation.
Verbatim source
p_11_SPEECH_Cross_border_payment_inquiry_rates_and_e_r260316f.htm — Cross-border payment inquiry rates and efficiency impact of ISO 20022 harmonisation (Panetta speech statistics)
Every finding on this page compares an AI subject's account of the rule
against the regulator's verbatim text from the regulator's own portal.
Both are linked. Each delta, its root causes, and impact analysis are
documented and published with immutable Citation IDs.