Disability Representation | OpenAI | Page 1

mortal pasture Nov 18, 2022, 10:05 PM

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I am interested in Dall-E's representations of people with disabilities, particularly users of augmentative and alternative communication (AAC).

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So far, my experience is that Dall-E thinks that people who use AAC are 1. white and 2. only use ipads.

jovial crag Nov 18, 2022, 10:07 PM

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@glass turret I think you'll know the most about this out 🙂

mortal pasture Nov 18, 2022, 10:08 PM

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How do we get the program trained with a wider range of people with disabilities?

jovial crag Nov 18, 2022, 10:09 PM

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I believe the training has been stagnant since the model was initially made. With that being said, OpenAI has been able to increase representation (I don't know exactly how)

pearl glen Nov 18, 2022, 11:01 PM

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I've run through a few different styles of prompts and I've gotten a mixture of races and devices. Would you be able to share the prompts that you're finding less inclusive or diverse?

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untold mirage Nov 19, 2022, 11:34 PM

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try making a few more prompts to be sure
this kind of bias was already been tacked a while ago
https://openai.com/blog/reducing-bias-and-improving-safety-in-dall-e-2/

OpenAI

Reducing Bias and Improving Safety in DALL·E 2

Today, we are implementing a new technique so that DALL·E generates images of people that more accurately reflect the diversity of the world’s population. This technique is applied at the system level when DALL·E is given a prompt describing a person that does not specify race or

#Disability Representation