Why 12 months behind may be the floor for AI fast-followers, not the gap

herbiebradley · x · 2026-09-24

A debate on whether intelligence compounds into a durable frontier lead. The original poster models intelligence as having compounding returns, predicting no equilibrium of multiple comparable providers. herbiebradley pushes back: purchasable third-party training data, distillation, and the leakiness of frontier know-how make it actively hard to stay 12 months behind — he views 12 months as the lower bound for the gap, with AI R&D automation shrinking it further.

Related event: Debate: Buyable Data Makes a 12-Month AI Lag Hard to Sustain(3 posts)→

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