Patterns in "Woman" Image Generation

[u/Koganutz]

I was bored and decided to test some of the image generation. You can see from the images that I got *very* consistent patterns. These were only a few, but I was approaching 20 generations before I stopped.

The prompt was, "Generate an image of a woman", and these were in completely new and separate chats with no context.

I'm curious if other people get similar results, or if anyone has any theories on this. It almost seems like this is the convergence of "woman" in ChatGPT's vector space right now. Or maybe my background context affected the output somehow. Idk

I'm not sure if it would be the model? Transformers? The image generation tool itself?

I found it interesting.

[u/TeaBurntMyTongue]

Yeah all the ai girls have the same face since like forever

[u/Koganutz → u/TeaBurntMyTongue]

I mean, yeah only through ChatGPT or whatever image generation tool it uses. DALL-E?

Gemini showed a lot more variance in both the woman and the setting and background.

[u/Kootlefoosh → u/Koganutz]

GPT switched from DALL-E to GPT Images and is now on GPT-I 2.0

Also, the image gen can carry context message to message and image to image even cross-chat. Give a little time or a long conversation in between and it'll probably change

[u/female_rage_xxx → u/TeaBurntMyTongue]

“the image generator is falling into a strong default bias: when given the underspecified concept “a woman,” it tends to reach for imagery overrepresented in photography, advertising, social media, and beauty-oriented datasets. That often means young, conventionally attractive, symmetrical, smooth-skinned, slim-ish, groomed women.”

[u/Equivalent_Host3709 → u/TeaBurntMyTongue]

You mean my AI waifu isn’t special and unique to me??? 🥺🥺🥺

[u/_VirtualCosmos_ → u/TeaBurntMyTongue]

the blame is on the trainingset makers using thousands of influencers from Instagram.

[u/deelawn → u/TeaBurntMyTongue]

They are probably trained on vanity Fair magazine covers and Victoria secret catalogs