Takeoff speed determines governance viability. Fast takeoff (hours to days) makes institutional response impossible — only pre-positioned controls matter. Moderate takeoff (months to years) allows application of existing systems but not development of new ones. Slow takeoff (decades) permits full institutional adaptation. Current empirical evidence (Hammond, AI 2027) points toward fast-to-moderate.
Created
2026-08-10T23:08:19.471Z