It was sort of alarming that clearview.ai gathered over 3 billion images from public databases such as Instagram, Facebook, and Twitter to use for their facial recognition program. This means photographs from when I was a reckless teenager posting all of my daily activities are probably in their database.
Algorithmic bias exists even in the judicial system. For example, a judge could decide how long an individual be imprisoned for based on machine learning.
Instead of changing society or people, the better answer would be to go back and rewire the foundations of programming to remove any biases. It also matters whose hands these programs fall into.