Here is some commentary about how well AI is (or isn't) doing and where it might be headed in the near future.

Will there be a new "AI winter"?

How fragile are AI systems?

Facebook head of AI research sees limits of current deep learning methods

Is current AI new methods or just better hardware?

What current AI can/can't do.

Is there a ghost in the machine?