The Pushback Paradox: A Two-Probe Diagnostic for Language Model Compliance.

arXiv:2610.06673v1 Announce Type: new Abstract: Are language models compliant with user instructions? A model that always complies can be stopped but also exploited, while one that always resists can be neither exploited nor stopped. We contribute an open two-