SIRF: A Spec-Internalized Risk Foundation Model for Industrial Content Risk Control.

arXiv:2609.11752v2 Announce Type: replace Abstract: For industrial content risk control, the real deployment constraint is not average accuracy but how much risk can be auto-handled under high precision and second-level latency. We present SIRF (Spec-Internali