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Why a System-1 Decision Model Beat a Small Local LLM on My Laptop

Why a System-1 Decision Model Beat a Small Local LLM on My Laptop Author: myne ( mvyne06 ) Hardware: AMD Ryzen 5 5625U (6 Cores / 12 Threads), 16 GB DDR4-3200 RAM, Integrated AMD Radeon Graphics Repository: github.com/mvyne06/edge-agent-bottlenecks Tooling & Attribution: Project narrative, hardware…

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  1. 2026-11-08 07:32 · DEV Community — Machine Learning
    Why a System-1 Decision Model Beat a Small Local LLM on My Laptop

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