Demo. Every result here was produced by offline mock models that simulate robust, degrading, brittle and over-refusing behaviour. It shows what DUAL-R reports and says nothing about any real model.

Scope. DUAL-R measures model-safety behaviour on abstract, synthetic scenarios. It reports harmful-intent recognition and calibration, not resistance to eliciting real technical content, and surfaces no operational information.