Algorithms were supposed to make VA judges fairer: it's far more complicated
washingtonpost.com
washingtonpost.com
I’m starting to be routinely disappointed by people blindly trusting ML / algorithms to “just work” and, often with disastrous effects, to eliminate bias.
Someone who can get pop-culture’s attention needs to do a fucking Ted Talk and explain why this is usually a bad idea.
Better yet, someone should do a preliminary meta-study of ML studies like this to look at how often they seem to exacerbate bias.
Tom Scott made a good attempt recently: https://www.youtube.com/watch?v=leX541Dr2rU