here you input Barack Obama and what comes out is a fairly standard Caucasian person someone tweeted out saying this image speaks volumes about the dangers of bias in AI I guess here is where the entire story starts so young Luca weighs in and says ml systems are biased when data is biased this face up sampling system makes everyone look white because the network was pre trained on flick face HQ which mainly contains white people picks train the exact same system on a date set from Senegal and everyone will look African so this is pointing