Steeped in Moore’s Law, IT professionals assume they thoroughly understand exponential phenomena. Nothing could be further from the truth, and the consequence has been two decades of neglected challenges and missed opportunities. Meeting the challenges ahead demands a fresh examination of exponential assumptions in the service of deep innovation in the digital domain. Anything less amounts to a reckless abdication of responsibility by the IT community.