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AI skin cancer detection tools are getting better – but only for people with light skin
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supersquirrel lemmy.ca supersquirrel@lemmy.ca
Joined: 2026-08-07
(edited) Quote

The central myth of AI is that it functions objectively. In reality, an AI model is simply a pattern-matching engine. It learns to associate certain visual features with certain diseases.

But it can easily be thrown off by the background color of a person’s skin. In other words, the AI model doesn’t learn to look at the lesion itself. Instead, it picks up on the color of the surrounding skin as a clue. This means that the model’s ability to make accurate predictions essentially degrades to guesses based on skin color.

History repeats itself in the most nauseating ways.

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k0e3 lemmy.ca k0e3@lemmy.ca
Joined: 2025-03-03
#2 · Quote Reply

The central myth of AI is that it functions objectively.

Lmao

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BlueMonday1984 awful.systems BlueMonday1984@awful.systems
Joined: 2024-02-02
#3 · Quote Reply

Tech's learned nothing from the racist taps.

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rhamph awful.systems rhamph@awful.systems
Joined: 2026-08-24
#4 · Quote Reply

The central myth of AI is that it functions objectively. Lmao

The central myth of AI is that it functions.

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