Tweeted By @fchollet
The problem with data-driven decisions: you don't see what happens to the data in the long term. What looks good for your metrics right now might kill your product in a few years.
— François Chollet (@fchollet) October 15, 2018
It's like AI: data gives you local generalization, but for the long term, you need principles.