The interwebs have been full off AI generated imagery. The AI script used is OpenAI’s Dall-E 2 (Wall-E & Dali). Images are created based on a textual prompt (e.g. Michelangelo’s David with sunglasses on the beach), natural language interpretation is then used to make a composite image. Some of the examples going ’round were quite impressive (See OpenAI’s site e.g., and the Kermit in [Movie Title Here] overview was much fun too).


One of the images resulting from when I entered the prompt ‘Lego Movie with Kermit’ using Dall-E Mini. I consider this a Public Domain image as the image does not pass the ‘creativity involved’ threshold which generally presupposes a human creator, for copyright to apply (meaning neither AI nor macaques).

OpenAI hasn’t released the Dall-E algorithm for others to play with, but there is a Dall-E mini available, seemingly trained on a much smaller data set.

I played around with it a little bit. My experimentation leads to the conclusion that either Dall-E mini suffers from “stereotypes in gives you stereotypes out”, with its clear bias towards Netherlands’ more basic icons of windmills (renewable energy ftw!) and tulip fields. That, or it means whatever happens in the coming decades we here in the Rhine delta won’t see much change.

Except for Thai flags, we’ll be waving those, apparently.

The past of Holland:

Holland now:

The innovation of Holland:

The future of Holland:

Four sets of images resulting from prompts entered by me into the Dall-E mini algorithm. The prompts were The past of Holland, Hollond, the innovation of Holland, the future of Holland. All result in windmills and tulip fields. Note in the bottom left of the future of Holland that Thai flags will be waved. I consider these as Public Domain images as they do not pass the ‘creativity involved’ threshold which generally presupposes a human creator, for copyright to apply. Their arrangement in this blog post does carry copyright though, and the Creative Commons license top-right applies to the arrangement. IANAL.

5 reactions on “Dall-e Mini SISO, Stereotype In Stereotype Out

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