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 tools we tested stated that 19 countries were paying IMF surcharges before the October 2024 reform, contradicting the IMF's published figure of 20 — and at least one tool cited a specific IMF press release as authority for a figure that press release does not support.
For a Finance team at a Management & Risk Consulting firm, this error is most dangerous in client-facing deliverables: briefing notes on surcharge relief, regulatory mappings for clients in IMF programs, or thought leadership quantifying the reform's scope. The off-by-one on the pre-reform baseline cascades into a corresponding error in the relief count — 8 countries relieved instead of the correct 9 — meaning any narrative or calculation built on the AI output understates the reform's impact.
Firms producing published analysis or client advisory work based on this figure face reputational risk if the error is discovered post-delivery, and potential rework costs if the briefing has already been disseminated to a client's finance ministry or treasury.
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.