Use an AI illustration to explain an idea only when your publication permits it and readers can clearly recognize it as an illustration. Use verified original imagery when the picture must establish who was there or what happened. Use a chart built from checked data when the story depends on quantities.
Before comparing AI image generation tools for news, decide which of those jobs the image must do. A convincing picture and a trustworthy piece of evidence are different editorial choices. The following decision sheet helps you choose a workflow before you open a generator.
Choose the visual by the question it answers
Ask what a reader would reasonably conclude from seeing the picture without its surrounding article. If that conclusion includes an actual person, place or event, start with reporting and original sources. If the image explains an abstract relationship, a clearly labeled concept may serve the story.
For example, a photo accompanying a report about a particular heat emergency must come from a verified source. A simplified illustration can explain why built surfaces retain heat. A comparison of temperatures across neighborhoods needs actual measurements and a chart or map derived from them.
Keep news photography on the evidence path
For an event image, retain the original file and record who supplied it, when and where it was captured, and what permission covers your use. Compare that information with the reporting. Contact the source when details conflict; leave the image out while the conflict remains unresolved.
Preserve the meaning of the original scene. Generating a missing crowd, changing a person's expression or filling a gap in the scene changes what the image appears to prove. A disclosure does not turn a fabricated event image into documentation.
Apply your publication's policy before planning concept art too. Some organizations set a stricter boundary: AP's updated newsroom standards prohibit using generative AI to create, alter or enhance news photography. Treat a labeled illustration as an editorial proposal that still needs to fit the publication's rules.
Build a concept from a checked explanation
Consider a general explainer about urban heat. The EPA's explanation of heat islands describes how buildings and roads absorb and release solar heat while trees provide shade and cooling through transpiration. That supports a conceptual contrast between built surfaces and vegetation. It supplies no measurements for an invented street.
Write the image brief around that narrow explanation. Use a fictional setting, simple shapes and a small set of visual cues. Leave out dates, street names, recognizable landmarks and numerical temperature claims. An orange arrow can represent heat release; its length should not imply a measured amount.
Try an original concept in CapCut Web
Open CapCut AI Image Generator to create a visual from a written brief. In CapCut Web on Mac, select Design in the creation area, enter the brief and select Send message. Review the generated design before downloading it.
Use this brief as a starting point, with each instruction on its own line of thought:
Purpose: Create a flat editorial illustration explaining urban heat through a fictional city block and a planted area.
Composition: Place plain buildings and dark paving beside green trees and soil. Use orange upward arrows over built surfaces and green shading around the trees. Request a landscape 16:9 composition.
Disclosure: Add a large high-contrast label reading “AI-GENERATED ILLUSTRATION” inside the image.
Exclude: Real people, landmarks, street names, dates, numbers, thermometers, charts, logos and photographic styling.
The CapCut example below follows that brief. Its city-and-trees contrast and prominent label make the intended use visible. The arrows explain a mechanism; they do not show measurements or conditions at a reported location.
After generation, compare the image against the brief and the source explanation. If an invented sign or recognizable landmark appears, revise that specific detail and inspect the new version. If the visual needs temperature values to make sense, move to a source-derived chart instead of asking the generator to invent them. Use Download to save the reviewed design, then open the saved file to confirm it is the version you selected.
Make disclosure survive sharing
A label should remain understandable when the image travels without the article. Put a plain description such as “AI-generated illustration” inside the visual, with enough contrast to remain readable in a small preview. Add the disclosure required by your publication in its image-credit or caption field as well.
Preview every planned layout. A wide article image and a square social card may need separate compositions so that both the subject and the disclosure survive. The diagram below demonstrates that layout decision with two labeled illustrative compositions.
If a crop cuts off the label, change the layout before sharing. Keep the full disclosure in the image record and accessible description, but check the visible label independently: readers may never see those other fields.
Check every detail that could become a claim
Read the picture as closely as the article. A sign can invent a business. A distinctive building can imply a real location. A number or color scale can suggest a measurement. Remove details that the explanation does not support, even when they look decorative.
For the heat example, the final check is concrete: the buildings are generic, the trees are illustrative, the arrows have no numerical scale and the AI label remains visible. Nothing identifies an actual emergency or a measured neighborhood. If the story later changes to a specific city's temperature comparison, replace this concept with verified local imagery or a source-derived graphic suited to that question.
Keep the checked source text, original brief, selected image, disclosure and review notes together. For a chart, also retain the underlying data and transformation steps. For evidence imagery, retain the original file and its source details rather than sending it through a generator.
When the visual choice is settled, use the AI image creation guides for related design tasks. To organize verified reporting and clearly identified visuals into a short video, continue with the verified news recap workflow.
FAQ
Can an AI illustration replace a missing news photograph?
Use verified source imagery when the picture must document an event. For a general explanation, propose a clearly labeled concept illustration under your publication's policy. Keep it separate from claims about what happened.
Is an AI label enough to approve an illustration?
No. Check the publication's policy and every factual implication first. A label explains how an image was made; it does not establish accuracy or permission to publish it.
Should I generate a chart or map as an image?
Build factual charts and maps from verified data. Check values, units, scale, dates and geography against the source. Use generated artwork for a conceptual background only when it adds no data claims.
What should I check after downloading from CapCut?
Open the saved file and confirm the selected design, readable disclosure and intended composition. Review the image at its actual article and mobile display sizes before using it.