generative KR 2. a step back

I seem to come across very interesting research but the underlying
assumption is that questions surrouding generative AI (hence KR) are
coupled with learning and knowledge acquisition.
Here is another good  bacground read on the subject

How is Abstract, Generative Knowledge Acquired?
A Comparison of Three Learning Scenarios
https://conferences.inf.ed.ac.uk/cogsci2001/pdf-files/0710.pdf

 But I would take a step back. and tackle  the question of generative KR
not as a learning
process or learning outcome or learning task, ie, not a posteriori, not
after K is generated
but before, when algorithm is design.  I think generative KR happens in the
algorithm design
Happy to have a fight over this with anyone