While I acccept Alpha Go as 'real AI' (I watched the match with Lee in realtime, and years ago I wrote and marketed my Go playing program 'Honninbo Warrior') I agree that Alpha Go is not a general purpose AI.

Deep learning has been personally career/interests changing, but I still think that we should be building hybrid neural network / symbolic AI systems.