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Test any generation tool on the hardest face you can find, not the easiest

This story is from 2026-08-24. It is preserved in the archive; the latest stories are on the live feed.

The default way people trial a headshot generator is to feed it 15 flattering photos of a cooperative face and admire the output. It is the cheapest possible test and it measures nothing. Every headshot product handles the easy case. That is table stakes. The spread between tools is entirely in the…

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  1. 2026-08-24 11:01 · DEV Community — AI
    Test any generation tool on the hardest face you can find, not the easiest

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