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arxiv_llm_reliability · Oct 21, 2026 · paper
Source brief
Conflicted Records: Typed Adversarial Contracts for Auditable LLM Output Quality Enforcement
arxiv.orgOct 21, 2026
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In brief
LLM-generated records increasingly populate production information systems where they are treated as data assets subject to the same quality expectations as records from operational databases. A single such record can...
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