A Lie Detector Test for Language Models: Reading Knowledge a Model Won't Reveal.

arXiv:2609.21996v2 Announce Type: replace Abstract: Large language models can hold knowledge they do not report. A model may sandbag on a capability evaluation, or answer against what it internally knows, and its outputs alone cannot tell whether it is hiding