Uploaded January 2026 | Updated September 2026, 3 weeks ago

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An Edge Supercomputer... So I did what I always do: I tried to make one actually earn its keep.

On the bench today is Dell’s GB10 — a compact Grace-Blackwell system that claims petaflop-class AI performance without a datacenter, a cloud bill, or a breaker panel upgrade. Specs are easy. Real usefulness is harder.

Free Sample of my Book on the Spectrum: amzn.to/3zBinWM

dell.com/en-us/shop/desktop-computers/dell-pro-max-with-gb10/spd/dell-pro-max-fcm1253-micro

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Image Credit: Serve The Home!

Car Detection Code: github.com/davepl/ObjectDetect