Minority report

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I mean, they essentially cherry picked a restricted range of facial images so I think there are some real questions about ecological validity of a tool like this.

Yeah, seems more like it's just good at identifying mugshots.
 
Yes, although they attempted to standardize the images across data sources, it would’ve been better if they used same source images and/or validated on an independent dataset, such as my tinder matches.
 
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