An image can be flawless and still say very little. The lighting is pleasant, the desk immaculate, and the scene could accompany a travel guide, an application or an advertisement. Generation has solved the problem of producing an image. It has not yet solved the editorial problem of choosing one.
For a creator, that distinction matters. Before judging polish, decide what the audience needs to understand: recognise a subject, follow an explanation, imagine a setting or see what a real object looks like. These are different jobs, and they do not all call for the same kind of picture.
Give the image a specific job
Consider two articles about signing a document, one on paper and one through a digital process. If both show a hand, a beige desk and a blurred laptop, they communicate a shared theme but lose the difference. Framing, materials, lighting and the object that carries the meaning can give each story its own identity.
A useful brief describes that purpose before listing attractive adjectives. A cover needs a subject that remains readable at a small size. An instructional image may need a precise relationship between objects. A moodboard allows more uncertainty. Asking for everything at once often produces an image that tries to impress rather than explain.
Consistency does not require every scene to share a palette. It can come from selection, proportions and the relationship between pictures and headlines. A publication covering several subjects can use distinct visual registers while retaining a recognisable editorial identity.
Selection includes deciding what to reject
The first result is a proposal. An appealing scene may contain inconsistent perspective, an implausible reflection or an object that does not match the article. These are editorial problems as well as technical ones. A convincing but invented interface is unsuitable as evidence of how a real service works.
Review the image at full size and in its final setting. The larger view reveals hands, edges and reflections. The small article card shows whether the subject still reads. A good composition can fail when a wide crop pushes its important detail out of frame.
Then examine the group. Eleven individually acceptable pictures can become monotonous together. The question is not only whether each image is attractive enough to publish, but whether it helps distinguish the story it accompanies. Repeating the same warm light and carefully arranged objects can erase those distinctions.
It helps to record why a version was rejected. Otherwise the next round may reproduce the same weakness with a different subject, and a collection of technically successful prompts becomes a collection of similar-looking answers.
When the picture needs to document reality
An illustration can suggest a creative studio or evoke travel. It should not serve as evidence of an event, a result or the exact appearance of a location. An invented hotel room misinforms readers when presented as a picture of the room they can book, however plausible it looks.
Captions and surrounding text are part of that distinction. A generic tram may illustrate a discussion of travel. Describing it as a documented view of a particular street makes a different claim. The reader should not be asked to infer more from the image than the publication can support.
Platforms also set their own requirements. YouTube requires disclosure for certain realistic altered or synthetic material, distinguishing it from production assistance and inconsequential changes. The destination of an image therefore belongs in the brief, rather than becoming an afterthought at export.
Finish with a reason, rather than another filter
Editing is valuable when it solves a specific problem: a crop, an unwanted colour cast, a distracting detail or space needed for typography. Applying one filter to every file can instead remove the differences that made the scenes useful. If a cover needs text, a separate, controllable typography stage makes revision easier.
For client work, check the tool’s terms, rights in uploaded material and the requirements of the commission. The technical ability to produce an image does not by itself settle whether it suits a commercial use or should represent a real person.
An archive of briefs, chosen versions and editorial decisions is more valuable than a folder of lucky prompts. It preserves the reasons behind an image. A distinctive result comes from those decisions, including the judgement to use a photograph, a drawing or no illustration at all when that serves the story better.