Essential for understanding a class of failures for machine learning systems
Goodhart's law: "when a measure becomes a target, it ceases to be a good measure."
2/ Example: A lazy lecturer notices that students' attendance correlates with their exam performance. He decides to assign grades based on this proxy to save time on marking.