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?
What did you select to leave out/leave in?
This is difficult to answer really, as I work with several different types of language models, chatbots, etc. and with different uses.
There can be chatbots that will be used on gaming chats, for instance, and my job would be to filter out speech that can be hurtful or insulting etc. Or innappropriate sexual content. This way, we teach the bot to recognize this behavious and flag it.
Some might call it censorship, but in my opinion, some language just doesn't belong in those chats. Especially since often there are minors present.
In others, I'll just send prompts and check if it's true or not, and unbiased. Sometimes it's very simple, and other times very complex. It all depends on the day and the project. Either way, I think it's fun and I'm learning a lot while I'm working. So a win win situation for me. I feel like a computer sometimes LOL. So to answer your last question: yes, I do get involved with checking output.