METR. ‘Measuring AI Ability to Complete Long Tasks’ (Kwa et al., 2025) and ‘Time Horizon 1.1’ (January 2026). (The roughly seven-month doubling since 2019 with recent acceleration; about one hour for early-2025 frontier models; the climb toward twelve hours by early 2026.)