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[ARTICLE · art-86887] src=theregister.com ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

Dev proves LLMs will run on anything – even a $10 microcontroller

A developer has demonstrated that large language models can run on a $10 microcontroller, achieving nearly 10 tokens per second with mostly coherent output, according to The Register. The proof-of-concept challenges assumptions about the hardware requirements for AI inference, potentially enabling low-cost edge AI applications.

read2 min views1 publishedAug 4, 2026
Dev proves LLMs will run on anything – even a $10 microcontroller
Image: The Register

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