Safety Reconstructed: Generative Modeling via Masked Diffusion Builds Strong Safety Guardrails.

arXiv:2609.33634v1 Announce Type: cross Abstract: Guard models are the last line of defense between a language model and a harmful output, yet their training objective is surprisingly narrow. Existing guards learn to predict a single verdict token from a conve