Skill decay math for GPT-6 Astra era: review-only stays sharp past 200 deliverables a month

AccBalanced · x · 2026-09-13

A widely shared essay argues that in the GPT-6 Astra era, human judgment came from building things yourself — and almost nobody will get good the same way now that the model builds them. It presents a 'skill decay' framework: at 60 deliverables a month, hand-build 40% yourself to stay sharp; past 200 a month, reviewing is enough; and your quality gate is only as good as the person standing at it. The quoted setup guide adds that Astra ships a 1,050,000-token context window, gated by a 272K-token price cliff and a rate limit blocking full-window calls on most accounts.

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