The Truth Was Never Gone: Perfect Aliasing in Compliant-Context Truth Probes.

arXiv:2609.10739v2 Announce Type: replace-cross Abstract: Linear probes that decode the truth from a language model's activations have been proposed as deception monitors, and a truth probe scoring below chance on a model trained to deceive is naturally read a