A graphic design competition shortlisted a campaign this month that was entirely AI-generated. The judges did not know. The studio did not disclose it. And the ensuing debate — over whether “good” output is sufficient regardless of how it was produced — is the most honest conversation the creative industry has had since the technology arrived.

The argument against disclosure rests on a reasonable premise: design has always been judged by its result, not its process. A designer who sketches by hand is not required to disclose their tools. But the counterargument is also reasonable: a model that averages a billion existing images into its output is not a pencil, and pretending otherwise erodes the very notion of authorship that the award system was built to recognize.

The uncomfortable truth is that the industry cannot resolve this because it cannot define what it actually values. When the best argument for using AI is that the output is indistinguishable from human work, the standard has already shifted. The question “is this prompt-engineered or good?” is quickly becoming unanswerable — because the two categories are merging faster than the critics can draw the boundary.