The thing about big data AI and language is that language is a bunch of large pieces. We do a disservice trying to teach letters, than words.

I was fearing that i would have to program this into computers, to get to the helpful computer i see in the future. But it looks like AI is finding this structure and utilizing it. So, it sounds like it talks very well.

"AI robots" I do not believe we should be merging AI and robots, except for little toy robots.
A robot should be programmed to do certain things from certain inputs. And every input/output tested. You cannot do such a test with AI. Just like AI can never know if it got the answer correct.

But, a robot, may have an AI interface.

Like the burger flipper is a robot that cooks, flips, cooks burgers. It does it by time, temperature and/or brownness. The kiosk AI gets the order in human language, and converts that to an absolute number to send to the flipper robot.

I would love to hear about your AI training experience. What did you select to leave out/leave in? How did you select the data? Did you get involved with checking the output?