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Wednesday, July 22nd, 2026
Beware of image editing with AI tools!

A recent correspondence in the scientific journal Nature warns against the spread of AI images on citizen science platforms. This has also been reported in Austrian media (https://science.orf.at/stories/3236572/). The first thing that might come to mind here are entirely AI-generated images of species used to deliberately record false observations. We do not assume such an intention amongst the users of ornitho.at. However, we would like to issue a strong warning about another, more subtle use case:

AI tools are increasingly being used in image editing and are not always clearly recognisable as such. If a photograph is ‘enhanced’ with such image-editing tools with good intentions, it can be fundamentally distorted or altered due to the nature of these generative AI methods. Here is a brief explanation of the difference compared to conventional image editing:

  • Conventional image editing: the pixels remain essentially unchanged; it is primarily brightness and colour values that are adjusted – the image is brightened, colour-saturated, sharpened, etc.
  • AI image editing: the original image is ‘interpreted’ and areas or details of the image are regenerated from scratch – a new image is created based on the original. During this step, the AI tool can theoretically make any desired change (add or remove objects, sharpen the image, remove noise or simply ‘enhance’ it), but unwanted changes may also occur or artefacts may be created.

In the example cited, the supposed first record in Brazil of a North American species (Red-winged Blackbird) on the citizen science platform iNaturalist was revealed to be a photograph of a native species (Epaulet Oriole) that had been edited using AI in good faith. Whilst processing the image, the AI tool ‘invented’ plumage features that transformed the bird into the other species. The North American species will likely have featured far more frequently in the training data of the AI application used, which is why it ‘interpreted’ the bird as a Red-winged Blackbird.

The main purpose of photos on ornitho.at is to document observations. We are taking this example as an opportunity to point out that images distorted by generative AI methods are completely worthless for the purposes of ornitho.at. We therefore strongly advise against the use of such tools! On a citizen science platform such as ornitho.at, an imperfect but genuine documentary photograph is ALWAYS preferable to a ‘great’ but manipulated photograph!

We therefore ask you, when editing your photographs, to consider whether your workflow might involve AI tools and, if so, to refrain from using these programmes. Furthermore, we generally ask for restraint when editing photos – even excessive editing using ‘conventional’ methods can distort the purpose of photographic documentation.

 

Photo: AI-generated or edited, supposed blue tit, © Alexas_Fotos, Pixabay

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