AI wasn't overhyped: Benjamin Todd scores 18 months of forecasts

ben_j_todd · x · 2026-10-29

Benjamin Todd revisits his "Will we have AGI by 2030?" and finds almost everyone — superforecasters most of all — underestimated 18 months of AI progress. AI researchers were too slow; only AI CEOs were slightly too optimistic, so taking their 6-month claims as 6-18 months worked well. His four drivers (pretraining, RL, test-time compute, agent scaffolding) held up, but his own 2026 capability numbers were too slow, and maths may already be beyond-human.

Related event: AI Wasn't Overhyped — Nearly Everyone Underestimated It, Says 80,000 Hours Founder(2 posts)→

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