Bounded Reachability & Jailbreak Detection via Contraction-Constrained State Space Models.

arXiv:2610.02853v1 Announce Type: new Abstract: Safety heads are lightweight classifiers attached to pretrained language models for flagging harmful inputs before generation. Their empirical detection performance has been studied, but their formal robustness p