Re:Yann LeCun quits Twitter amid acrimonious exchanges on AI...
by slg on Tuesday June 30, 2020 @11:48PM
(#23697561)
The way I understood his original tweet was that he was taking the specific problem with this study to illustrate a point about ML overall. Therefore the criticism he receives can be related to how that idea applies to ML overall and not exclusively this problem.
It's saying that the dataset isn't reflective of the world, and this is an issue because then you'll end up with voice tools[1], facial recognition software[2], and sentencing algorithms[3] end up performing disproportionately poorly on some minority groups. And this ends up reinforcing the poor positions many people are already in.
1) https://www.pnas.org/content/117/14/7684
2) http://proceedings.mlr.press/v81/buolamwini18a.html?mod=arti...
3) https://www.liebertpub.com/doi/full/10.1089/big.2016.0047