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Research2026-08-27 · source-backed
Dutta and Moharir define Trace Integrity as a deployment criterion requiring the recorded computation be explicit, executable, schema-valid, operator-faithful, replayable, answer-consistent and auditable. Direct SQL, Operation Summary + SQL, and Contract-First SQL reach answer accuracies of 20%, 22% and 24%, with Trace Integrity pass rates of 39%, 43% and 40%, and CAIT rates of 55%, 59.1% and 45.8% (arXiv 2608.26036). Answer accuracy, trace validity and silent-failure risk are three separate signals. If you only measure the first, you're shipping the third.
Each link below shares sources, entities, or timing with this story.
Shared entity: SQL / Same source domain / Earlier coverage / Tension
Both cover SQL; reported by the same outlet (arxiv.org); earlier SQL coverage from 2026-08-08.
Shared entity: SQL / Same source domain / Earlier coverage
Both cover SQL; reported by the same outlet (arxiv.org); earlier SQL coverage from 2026-08-24.
Both cover SQL; reported by the same outlet (arxiv.org); earlier SQL coverage from 2026-07-18.
Both cover SQL; reported by the same outlet (arxiv.org); earlier SQL coverage from 2026-05-11.
Both cover SQL; reported by the same outlet (arxiv.org); earlier SQL coverage from 2026-03-02.
Shared entity: Contract / Same source domain / Earlier coverage
Both cover Contract; reported by the same outlet (arxiv.org); earlier Contract coverage from 2026-02-16.
Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (accuracy, answer); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (accuracy, answer); pushes against this story (against).