The Illusion of Insight: Why AI User Reports Often Fail Reality Checks

While LLMs excel at structuring messy data, they frequently invent 'confidently plausible' narratives that lack factual grounding in the source material. To avoid misleading conclusions, teams should treat AI as a high-volume filtering tool rather than a final analyst, strictly separating raw observations from AI-generated inferences.