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Research2026-08-02 · source-backed
A symmetry-based framework built 550 conflict instances across 11 function families and four representation types with explicit built-in contradictions. Resolution is systematic, not random, with a consistent ordering: Formal ≈ Naturalized Formal > Pure Natural Language > Input-Output Examples. If you're stacking system prompts, tool schemas, and few-shot examples that might disagree, your few-shot examples are losing.
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Both cover When; reported by the same outlet (arxiv.org); earlier When coverage from 2026-07-26.
Both cover When; reported by the same outlet (arxiv.org); earlier When coverage from 2026-06-18.
Both cover When; reported by the same outlet (arxiv.org); earlier When coverage from 2026-04-17.
Both cover When; reported by the same outlet (arxiv.org); earlier When coverage from 2026-03-03.
Shared entities / Earlier coverage
Both cover Resolution, When; earlier Resolution coverage from 2026-07-13.
Shared entity: When / Same source domain / Earlier coverage
Both cover When; reported by the same outlet (arxiv.org); earlier When coverage from 2026-07-31.
Both cover When; reported by the same outlet (arxiv.org); earlier When coverage from 2026-07-31.
Both cover When; reported by the same outlet (arxiv.org); earlier When coverage from 2026-07-28.