Confidently Deceptive: On the Relationship Between Confidence and Deception in LLMs.

arXiv:2607.20444v2 Announce Type: replace-cross Abstract: The increasing capabilities of large language models (LLMs) are being accompanied by deep-rooted risks of deceptive behaviours that cause models to produce misleading outputs in service of a contextuall