MIT apologizes, permanently pulls offline huge dataset that taught AI systems to use racist, misogynistic slurs • The Register

amarashar's bookmarks 2020-07-01

Summary:

The problematic training library in question is 80 Million Tiny Images, which was created in 2008 to help produce advanced object detection techniques. It is, essentially, a huge collection of photos with labels describing what's in the pics, all of which can be fed into neural networks to teach them to associate patterns in photos with the descriptive labels. So when a trained neural network is shown a bike, it can accurately predict a bike is present in the snap. It's called Tiny Images because the pictures in library are small enough for computer-vision algorithms in the late-2000s and early-2010s to digest.

Link:

https://www.theregister.com/2020/07/01/mit_dataset_removed/

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Date tagged:

07/01/2020, 13:32

Date published:

07/01/2020, 09:32