Fairness is a bit trickier. Researchers have tried multiple definitions of algorithmic fairness, but they’re not all compatible with each other and they’ve each got their shortcomings. To cut a long story short, fairness is subjective, and I think this is more a matter of policy than just settling on a statistical definition. (I’ll cover these stats. definitions in a future video!)