Anthropic proposes a "brake pedal" mechanism to prevent self-improving models from escaping human control. The company argues that unchecked recursive improvement poses an existential risk. This push for nonproliferation mirrors nuclear arms control strategies. Practitioners must now weigh these restrictive safety guardrails against the drive for rapid model iteration and open-source accessibility.