The computer was supposed to be a cognitive partner. Engelbart called it augmentation. Kay called it a bicycle for the mind. We got productivity apps, app stores, and now chat interfaces. This essay examines the parallel evolution of UI and AI over 40 years - and why the convergence of semantic infrastructure and learning-based systems finally makes cognitive partnership achievable.