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Re:AI Recognises Race in Medical Images by bschne on Wednesday September 15, 2021 @02:42AM (#28535985)
This reminds me of Astral Codex Ten's (fka SSC) series on the ontology of psychiatric conditions. Basically, you're often faced with the question of whether something is a binary condition you have or don't have which then translates into a more continuous expression of symptoms, or whether it's more like a spectrum where the extreme outliers are deemed "ill" and the rest is just character differences.

It's interesting to think about the various ways to model this, and in many of your cases, the most reasonable model probably depends a lot on context or what it's used for/what statement you're trying to make.

https://astralcodexten.substack.com/?sort=search&search=Onto...

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