Bucket AI tasks by entropy: only high-entropy work needs frontier models
AccBalanced · x · 2026-09-15
Alexatallah shares the framework he gives customers: decompose AI tasks into low entropy (e.g. 'who should review this PR?'), medium entropy ('review this PR'), and high entropy ('write this PR'). His claim: today you only need frontier models for bucket #3 — a practical heuristic for cutting inference costs.
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