The Knowware Venture Studio: Researcher Spin-Out Mechanics, IP Transfer Architecture, and the Compounding Patent Flywheel

We describe the operational model of the Knowware Venture Studio — a researcher spin-out engine designed to convert mathematical proofs into commercialised IP at Bell Labs-level research velocity. Knowware researchers generating patentable discoveries become eligible for spin-out startup formation; Knowware holds 65-85% founding equity in exchange for ternary diode supply from Forcedfield, IP licensing from Artofficial, and operational support from the Research Institute. We document the IP transfer mechanics enabling exponential portfolio compounding from an initial base of 56 patents toward a 500+ patent moat within five years.