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Your Edge Device Was Benchmarked on a Forward Pass. Your Agent Will Run a Loop.

This story is from 2026-08-21. It is preserved in the archive; the latest stories are on the live feed.

The hardware conversation about edge AI has become a great deal more honest in the last year. A recent piece on this site argued that the old design hierarchy — "maximize throughput, then manage power and thermals around it" — has inverted, and that for industrial deployments power now takes top bi…

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  1. 2026-08-21 13:46 · Unite.AI
    Your Edge Device Was Benchmarked on a Forward Pass. Your Agent Will Run a Loop.

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