We outsourced generation of high quality training data, resulting in Wikipedia being one of the few (and quite messy) people can play around with... garbage in, garbage out.

And to be fair, most people who lovingly curated special knowledge databases only to see them get used to train machines (without any acknowledgement) discouraged them to continue and resulted in a drop of good training sources (at least in my field and non-english language)...