The Book of Why: The New Science of Cause and Effect (Penguin Science)

by Judea Pearl

“I have done X = x, and the outcome was Y = y. But if I had acted differently, say X = xʹ, then the outcome would have been better, perhaps Y = yʹ.”

isnt that exactaly what a label and gradients provide!?