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Why do AI image generators require increasingly complex prompts to get the results I want?

AI Product

Drawn from Lutz Finger's Forbes column, LinkedIn writing, and Cornell teaching. Sources are cited inline so you can read the originals.

Image generation gets complex fast, but workarounds exist

When you create images with AI, you write something and get somewhat okay results, but then you iterate and the prompts become more and more complex. I’ve seen prompts that include things like hyper realistic, specific photographer names, lighting details, and many other technical terms all strung together. The interface is better than drawing with a mouse, especially if you can’t draw, but it’s not ideal yet. However, you can actually turn this around. Using tools like CLIP Interrogator on Hugging Face, you can upload a photo and retrieve the language needed to generate such an image.

AI as an interface · The Edge


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