The perils of AI metrics: How Goodhart's Law can undermine Artificial Intelligence

Goodhart's Law : Goodhart's law states that once a measure is turned into a target, it ceases to be a good measure. Although originally from economics, this law is very important to keep in mind when generalizing AI in our society. But first, break t...