Conflicted Records: Typed Adversarial Contracts for Auditable LLM Output Quality Enforcement.

arXiv:2610.29669v1 Announce Type: cross Abstract: 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 rec