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I could use your opinion on a question I have. Now that AI are more and more human like, how do you handle inherited bias in the trained models? Further more,
by pxue 4y ago
I could use your opinion on a question I have.
Now that AI are more and more human like, how do you handle inherited bias in the trained models? Further more, how you eventually remove the human decision factor from Ai models?
Search results are machine like so it forces us to process and interlace it with our own thoughts, asking another human triggers our evolutionary mistrust reflex.
But are we ready to blindly trust and let AI tell us what's true and what are good questions to ask?
There was another thread on Sam Altman, the consensus is that the guys willing to do whatever it takes to "win".. I didn't quite understand why Elon is concerned about AI, but I'm now starting to get it.. it's because behind every AI there's someone like SA disregarding every safeguard you should have in order to win
- karmakaze 4y agoAlphaGo was trained on high-level human games, so had those biases. AlphaZero was only given the rules and trained from self-play, so didn't have any human biases in evaluating outcomes and outplays humans by a larger margin than AlphaGo. We can't effectively/safely do that in other fields due to the time and danger to train by letting the machine make an (initially random) decision, record the outcome, repeat. I suppose we have to do the painstaking work of unbiasing like is done for important surveys but isn't easily done on the scale of training sets.
- pxue 4y agoYeah this seems impossible to me. If you use ANY human input to unbais some bias.. it is just pushing down the bais chain. Is coding up a "Spock" like logic AI a good way to unbias all future AIs?