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Why a "Real" Photo Edited in Photoshop Can Still Get an AI Label

Guide · updated 4 October 2026
Quick answer

Photoshop writes C2PA Content Credentials whenever you use a generative AI feature — Generative Fill, Generative Expand, or similar — even on an otherwise untouched real photograph. That means a genuine photo with one small AI-assisted edit (removing a background object, extending a crop) can carry the same provenance signal as a fully AI-generated image, which is a major reason photographers have reported real photos getting flagged.

The key distinction: full generation vs. assisted edit

Firefly (and Firefly-powered features inside Photoshop) record a digitalSourceType reflecting how much AI was involved. A photo that's 95% unedited but had one object removed with Generative Fill can get a manifest reflecting that AI was used in an edit — not that AI created the whole image — but downstream platforms often don't preserve that nuance when they render a label.

What gets recorded

What this means practically

If you're a photographer or editor who used a single AI-assisted retouch on an otherwise authentic photo, and you don't want the finished file to carry a manifest that could get it auto-labeled as "AI info" on social platforms, you need to remove the Content Credentials before export — Photoshop doesn't offer an easy built-in toggle to suppress this metadata.

Removing it

AiEraser's View mode shows exactly what's embedded — including any C2PA actions and the XMP edit history — before you decide, and Remove mode strips all of it via in-browser canvas re-encoding.

Frequently asked questions

Can I turn off Content Credentials in Photoshop's settings?
Adobe has offered some controls over Content Credentials in Creative Cloud settings in the past, but behavior and defaults can change between versions — check your current Photoshop's Content Credentials preferences, and verify the actual exported file with a metadata viewer regardless.
Does using the Healing Brush or Clone Stamp (non-AI tools) trigger this?
No — the C2PA AI-action logging is specifically tied to generative AI features like Generative Fill, not traditional manual retouching tools.

Related

Sources: public reporting on Meta's AI-labeling policy noting Generative Fill edits can trigger "AI info," and Adobe's public Content Credentials documentation. Adobe's exact controls and defaults change between versions — verify current behavior in your installed version.