SingProbe Technical Report.

arXiv:2608.30703v2 Announce Type: replace-cross Abstract: We present SingProbe, an open intrinsic guardrail framework for generation-time monitoring of LLMs. Intrinsic guardrails reuse hidden states already produced by the base model during autoregressive deco