"Software 2.0", Andrej Karpathy https://medium.com/@karpathy/software-2-0-a64152b37c35

> It turns out that a large portion of real-world problems have the property that it is significantly easier to collect the data (or more generally, identify a desirable behavior) than to explicitly write the program.

"Deep Learning is Eating Software", Pete Warden https://petewarden.com/2017/11/13/deep-learning-is-eating-so...

> The pattern is that there’s an existing software project doing data processing using explicit programming logic, and the team charged with maintaining it find they can replace it with a deep-learning-based solution.