I wrote a blog post a while ago that I thought I’d post here for discussion. It discusses some building blocks for AGI, e.g. intuitive physics, intuitive psychology, intrinsically-motivated RL, etc. I also discuss what I think may be most promising.

Please criticize, discuss and let me know if there’s any more recent work in any of these fields that has changed the landscape since I wrote this piece.

I’m still pretty confident in it other than:

use one giant neural network, or use more than one

I’d generalize this to “use one end-to-end learning system, or more than one”.