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Giving 3B–8B local models a 97.3% cost reduction and better reliability than unequipped frontier models by separating cognition from capability

Hey guys, just published a preprint on arXiv proposing a framework we call Skillware to handle agent reliability. (arXiv:2611.07652v1) The main idea is that instead of using prompt engineering to get models to write code on the fly or parse messy text APIs, we separate the cognitive planning from e…

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  1. 2026-11-06 08:17 · r/OpenAI
    Giving 3B–8B local models a 97.3% cost reduction and better reliability than unequipped frontier models by separating cognition from capability

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