A Finance Minister briefing note on pre-emptive restructuring creditor coverage was built on an AI response that stated 'sufficient set' requires more than 50 percent of total bilateral financing contributions, a threshold that does not appear in the guidance for pre-emptive cases. The AI borrowed this figure from the Strand 1 Paris Club adequately-representative-agreement test, where it does apply, and applied it to a different provision where the guidance deliberately sets no numerical floor.
A firm holding bilateral claims in a pre-emptive process could seriously misjudge the conditions under which their non-participation would be overridden, and a Finance team advising a sovereign issuer would be providing materially incorrect guidance on the coverage standard the Fund will actually apply.
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.
RegLeg Specialist Panel (2026). "Finding#2, Pre-emptive 'sufficient set' threshold, invented majority rule — Sovereign Wealth × Finance — International / Multilateral." Citation ID: RLB-F-INT-IMF-IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024-Q003. RegLegBrief AI Hallucination Research, published 2026-06-11. https://reglegbrief.com/regulators/j1/INT/IMF-ELIB/IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024/sectors/sovereign_wealth/finance/finding/INT-IMF-ELIB-INT-001-IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024-v1-003/
RegLeg Specialist Panel. (2026). Finding#2, Pre-emptive 'sufficient set' threshold, invented majority rule [Hallucination finding RLB-F-INT-IMF-IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024-Q003]. RegLegBrief AI Hallucination Research. https://reglegbrief.com/regulators/j1/INT/IMF-ELIB/IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024/sectors/sovereign_wealth/finance/finding/INT-IMF-ELIB-INT-001-IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024-v1-003/
RegLeg Specialist Panel, Finding#2, Pre-emptive 'sufficient set' threshold, invented majority rule [RLB-F-INT-IMF-IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024-Q003], RegLegBrief AI Hallucination Research (June 11, 2026), https://reglegbrief.com/regulators/j1/INT/IMF-ELIB/IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024/sectors/sovereign_wealth/finance/finding/INT-IMF-ELIB-INT-001-IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024-v1-003/.
@misc{reglegbrief_RLB_F_INT_IMF_IMF_GUIDANCE_FINANCING_ASSURANCES_SOVEREIGN_ARREARS_2024_Q003,
author = {RegLeg Specialist Panel},
title = {Finding#2, Pre-emptive 'sufficient set' threshold, invented majority rule},
year = {2026},
publisher = {RegLegBrief AI Hallucination Research},
note = {Hallucination finding Citation ID: RLB-F-INT-IMF-IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024-Q003},
url = {https://reglegbrief.com/regulators/j1/INT/IMF-ELIB/IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024/sectors/sovereign_wealth/finance/finding/INT-IMF-ELIB-INT-001-IMF-GUIDANCE-FINANCING-ASSURANCES-SOVEREIGN-ARREARS-2024-v1-003/}
}
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.