AI face-swap safety checklist for creators and client work

A publicly visible photo is not automatically permission to alter a person's likeness. Use your own image or obtain clear permission that covers the intended edit and publication context. Client approval should identify where the result may appear and whether it can be used in paid advertising.

Consent must be meaningful. Do not rely on permission from someone who cannot legally provide it, and never create sexualized, exploitative, or deceptive content involving minors.

Face-swap projects involve at least two inputs: a face reference and a target composition. Check the photographer's rights, model or publicity permissions, stock-license restrictions, client agreement, and any platform-specific rules for both images.

Buying a stock image does not necessarily allow every synthetic-media use. Read the license instead of assuming that commercial access includes identity alteration or endorsement.

A technically convincing edit can still be misleading. Ask what a reasonable viewer would believe happened. Could the image suggest that a real person attended an event, used a product, made a statement, or endorsed a brand when they did not? If so, change the concept or add a clear disclosure.

• ✓Do not use synthetic images as evidence of real conduct.
• ✓Do not create false endorsements or impersonate someone for financial gain.
• ✓Avoid news-like presentation that makes a fictional event look documented.
• ✓Follow election, advertising, and platform rules that apply to synthetic media.

Zoom in before publishing. Check pupils, eye direction, teeth, earrings, hairline, ears, skin texture, glasses, and transitions around the jaw. Compare the result with the permitted reference to make sure it has not created an unwanted hybrid identity.

Also inspect the whole composition. Lighting direction, skin tone, depth of field, and image grain should make sense together. A realistic face with inconsistent scene lighting still produces a misleading or low-quality result.

Disclosure is especially important when viewers could mistake the image for a real event, testimonial, or documentary photograph. Use plain language near the content, such as “AI-assisted composite” or “face digitally replaced with permission.” Do not hide a meaningful disclosure in unrelated fine print.

Some platforms provide synthetic-media labels. Use them when required, but do not treat a platform label as a replacement for obtaining permission or avoiding deception.

Limit access to source images, avoid sending them through unnecessary services, and remove copies when the project no longer needs them. For client work, document the approved purpose, retention period, and people allowed to download the files.