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What it costs to run a self-verifying AI agent on a CPU-only laptop

This story is from 2026-10-10. It is preserved in the archive; the latest stories are on the live feed.

Most agent frameworks assume a GPU and a server. OpenAmer runs its core loop on an ordinary Windows laptop - CPU only, no CUDA, no cloud round-trip for the core - and the part that surprised us was not the model. It was how the agent proves to itself that it actually did what it claimed. This is a…

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  1. 2026-10-10 06:04 · DEV Community — AI
    What it costs to run a self-verifying AI agent on a CPU-only laptop

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