Opinion: AI Skill Distribution is Becoming Spiky; Verification Loops Dictate Progress
nbaschez · x · 2026-08-02
The author points out that AI skill development is becoming increasingly "spiky," and this dynamic range will only continue to widen.
The core insight is that verification loops dictate the ceiling of AI evolution. In domains with fast, cheap, and clear verification loops (like coding), AI will quickly achieve superhuman capabilities. In areas lacking these feedback mechanisms, progress will remain relatively slow. The author argues that while this pattern seems obvious, its profound consequences are still severely underexplored.
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