safetyfactbearishLLMs exhibit derived-feature over-trust (DFOT), a failure mode where they assign derived measurements the epistemic status of direct facts or use them outside their valid scopeArtificial Intelligence02 Aug 2026http://arxiv.org/abs/2607.28421v1