Most modern knowledge systems optimize retrieval, and that is understandable.
Search is visible, easy to demo, and feels magical when it works. Type a question, get an answer.



But retrieval is only one half of the problem. The deeper question is:


What shape does the knowledge have before anything tries to retrieve it?


That is representation...