After the Euclidean Highway: Hyperbolic Expert AI as the Next Innovation

Kwan Soo Shin, In Seok Kang, Munho Lee

Expert domains are trees; the Euclidean transformer is not, diluting parent-child structure exponentially at depth. The hyperbolic turn left one question unasked: not how much of a…