Instagram’s “AI Content” label is again appearing on photographs that users say were not generated by AI, while some synthetic images receive no warning. Reports include pictures edited with Canva’s Background Remover or simple blemish-removal tools, blurring the line between ordinary assisted editing and generative image creation.
Meta has said it looks for industry metadata standards such as IPTC and C2PA, which can record how an image was made or changed. A similar problem in 2024 caught photographs carrying Adobe metadata after minor generative edits, prompting Meta to promise labels that better reflected how much AI was involved.
Canva told one user that some assistive tools had incorrectly been marked as generative and said the tags were fixed. Yet other users continued to report labels after using background removal, while some tests found no relevant C2PA metadata. Meta did not explain its current detection rules to The Verge.
The errors cut both ways. The report describes generated images that passed without a label and original work that was flagged after unclear or minimal changes. A label designed as a quick trust signal becomes less useful when it cannot distinguish a fully generated scene from a conventional photo with an automated edit. Creators currently have little visibility into what triggered the tag, and viewers should not treat its presence or absence as conclusive proof of an image’s origin.