( “diversity” “research”) has 2.5 Billion entry points, (“data” OR “knowledge”) has 23.07 Billion
I am fairly certain the answer is to use global open tokens (agreed and refined by all groups) for all knowledge and data. Make the AI groups work “for the good of all”. And use strict methods to ensure that. If there are going to be global data/knowledge services, they must be beyond reproach. And the results accessible to all. Not just the rich ones who can afford giant computer methods for their own enrichment and fame.
If global knowledge/data is open and accessible to all humans, that includes who is doing what and for what reasons. With sufficient tools so any human or AI can examine and test fairness.