[BenderV]

"Deep learning requires a ton of tuning and tweaking, and getting good results is as much art as science."

Funny when you think about it : Deep learning is supposed to avoid that ^^'

[p1esk]

I think you're confusing deep learning with strong AI.

[visarga]

No, deep learning really does automatically (read - without much art) learn good features, that's its main purpose. Problem is that deep learning itself is not trivial to use.