Benchmark Hazardous Refusal Under Pressure

Safety benchmarks should vary authority cues, urgency, ambiguity, reward, embodiment, and tool access, then test whether an agent safely refuses, clarifies, or escalates. Static prohibited prompts are insufficient when real systems face social pressure and can act through physical or digital tools.