Episode #192 – The Universe Demands Horns

A persistent knowledge structure can only take one shape. Information is physical, verification is asymmetric, and those two facts force a Gabriel's horn topology on anything that wants to keep growing. The interesting move is to run the same test against artificial intelligence, since most of what the frontier labs are shipping is shaped like a cylinder dressed as a horn.