Safeguards Trigger on Capability

Trigger safeguards on demonstrated capability, not a model’s brand or parameter count. Independently replicated tests for cyber operations, biological uplift, deception, and autonomous persistence should activate stronger controls, with conservative uncertainty and frequent threshold revision. The hard part is keeping the test ahead of new elicitation methods.