{"type": "article", "title": "When Auditors Fabricate: Batch-Size Degradation and Confident Hallucination in LLM Detection of Planted Document Contamination", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/when-auditors-fabricate-batch-size-degradation-and-confident-hallucination-in-of", "original_source": "https://arxiv.org/abs/2609.09696", "published": "2026-09-10T04:00:00+00:00", "accessed": "2026-09-10", "id": "when-auditors-fabricate-batch-size-degradation-and-confident-hallucination-in-of"}