Probe-Geometry Alignment: Erasing the Cross-Sequence Memorization Signature Below Chance.

arXiv:2605.01699v4 Announce Type: replace-cross Abstract: Recent attacks show that behavioural unlearning of large language models leaves internal traces recoverable by adversarial probes. We characterise where this retention lives and show it can be surgicall