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Auditing the Synthetic Memoir: Measuring Scene-Level Confabulation in LLM-Generated Autobiography Against the Documented Record of the Life It Describes

arXiv cs.AI ↗ · 2026-08-26 Cached

This paper audits scene-level confabulation in LLM-generated autobiography against a documented ground-truth corpus, finding a 96.7% verification-failure rate and contributing a reusable audit instrument and a grounding remedy.

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