One-way doors define the current transition toward AGI governance. This shift occurs before frameworks are fully prepared for autonomous systems. Nathan Lambert argues that current policy lacks the agility to handle sudden capabilities jumps. Practitioners must now prioritize rapid, iterative safety guardrails over static regulatory blueprints to prevent systemic failures.