This is the consolidated view of findings. Click the Citation IDs or 'see details →' on any item for the full details for each finding.
AI assistants tested on the pre-reform surcharge headcount returned 19 countries — one short of the IMF's published baseline of 20 — and described the immediate relief as freeing 8 countries rather than 9. The error was presented with a specific IMF press-release citation, giving it the surface appearance of verified accuracy. For a Risk team at an international investment bank, this figure feeds directly into sovereign-exposure reassessments, country-tier watchlist updates, and client-facing EM credit analysis; a wrong baseline embedded in any of these deliverables will propagate through downstream sign-offs and credit committee packs without triggering re-verification.
The firm's exposure is reputational and operational: an attributed factual error in a client note or internal framework document that a counterpart or auditor subsequently checks against the IMF's own publications.
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.