Transformer paper co-author Illia Polosukhin currently employs a dozen AI agents to manage his professional life. He argues that existing institutions lack the infrastructure to handle the scale of autonomous systems. This gap creates a friction point for deployment. Practitioners must prioritize organizational readiness over raw model capability to achieve actual utility.