Leading models' time horizons hit ~100h as doubling rate doubles to ~50x/year

ben_j_todd · x · 2026-11-13

Ben Todd argues AECI scores imply 100h task horizons for leading models at 50% reliability (33h at 80%), and that the rate of progress has doubled from 8x to 50x per year — a shift that happened six months ago without him noticing. The chart shows the 50% horizon doubling every 260 days in 2019–2023, every 92 days since 2024-Sonnet 4.5, and every 56 days since Opus 4.5.

Related event: Ben Todd: Leading Models' Task Time Horizon May Exceed 100 Hours as Everyone Underestimates AI(3 posts)→

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