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Keeping the Right Face: Lessons From Building an Identity Lock for AI Photo Generation

This story is from 2026-10-19. It is preserved in the archive; the latest stories are on the live feed.

If you've built anything on top of reference-image models (give it a photo, get a new scene with the same person), you've probably hit this bug: the output looks like a different person. Not drastically different, just enough that the user notices immediately, because they know their own face bette…

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  1. 2026-10-19 21:26 · DEV Community — AI
    Keeping the Right Face: Lessons From Building an Identity Lock for AI Photo Generation

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