this new model, couldn’t universities rebuild it with different contexts and study it in ways you can’t reproduce in other models? like, is k2 horizons a good scientific foundation on which to study machine learning?

Not on a university budget, I don’t think.

But there is all sorts of interesting stuff that can be done with a truly open model other than replicating it.