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Aschenbrenner read AI right and still had to sell. Apple has looked slow for two years and it doesn't matter. The forecast was never the problem....
A five-level map for figuring out whether you have an idea, a business, or an advantage that can survive the next model launch....
A practical test for deciding when to keep a shared skill, rebuild it around your judgment, or remove it....
My tracker logged 3.77 billion Codex tokens in one day. 95.73% of that input was reported as reused — material I never typed. So I went looking for what I could remove without making the work worse....
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