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Hacker News |Technology |Oct 25, 2026

New method boosts coding accuracy of smaller AI models at lower cost

A new training-free method called ledger-based zero-shot self-orchestration was introduced, in which fresh instances of one model decompose problems and coordinate through a shared filesystem.

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