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Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
New research shows frontier LLMs exhibit poor confidence calibration when hallucinating catalog items in recommendation tasks.
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