AI Image Generators Default to the Same 12 Photo Styles, Study Finds

https://gizmodo.com/ai-image-generators-default-to-the-same-12-photo-styles-study-finds-2000702012

13 Comments

  1. Well yeah. Because it can only steal from existing work and it averages everything out to the fewest different categories of a given thing. 

  2. Makes sense to me. If you want the most middle-of-the-road, generic looking stuff then yeah AI can create that.

  3. EmbarrassedHelp on

    It seems like they tested 2-4 year old AI models, and many of these older models were trained on the same datasets.

    > stable-diffusion-xl-base-1.0, segmind-SSD-1B, stable-diffusion-v1.5, and playground-v2-aesthetic

    The “base” version of models are also meant to be finetuned, so they aren’t going to be great for normal use.

    > We built iterative feedback loops between Stable Diffusion XL (SDXL; image generation) and Large Language and Vision Assistant (LLaVA; image description), forming autonomous text → image → text → image cycles.

    It also looks like they are introducing biases from the VLM models they chose, which is going to have a major impact on the direction their feedback loop takes. And they were only testing both model types with basic settings.

  4. Impossible_Raise2416 on

    Stable diffusion and Llava are not representative of all AI image generators. Should have tried with DallE and Nano Banana too  

  5. And guess what? The more we all use it while paying for it, we’re giving these companies more and more information to use to eliminate the need for us. If there were an argument for a universal monthly dividend or payment from a company this would be it.

  6. No_Engineer_2690 on

    There are ways to do advanced mixers where you can produce entirely new styles. This is how some people reproduce the art of dead Manga artists for example.

  7. AI is not true creativity. Insane that we have to keep repeating this. All these “AI” things we’ve created are just pattern followers.Â