Creating unbiased data is, imo, impossible, as I am also biased, and so are you
What about just learning based on the entire web?
I think you're using the word "unbiased" to mean "heavily adjusted for US centric views on racism and sexism" which isn't what the word really means.
If you train an AI on everything written - all books, all web pages, all newspaper articles etc ... a not impossible task these days - then you can argue you're as close to bias free as possible.
However a small number of AI researchers don't like the results they get when they do this, because the AI learns the world that truly exists instead of the one they wish would exist. But that's not a bug in the software. It's a bug in the researchers.
What about just learning based on the entire web?
I think you're using the word "unbiased" to mean "heavily adjusted for US centric views on racism and sexism" which isn't what the word really means.
If you train an AI on everything written - all books, all web pages, all newspaper articles etc ... a not impossible task these days - then you can argue you're as close to bias free as possible.
However a small number of AI researchers don't like the results they get when they do this, because the AI learns the world that truly exists instead of the one they wish would exist. But that's not a bug in the software. It's a bug in the researchers.