Physical AI's $50 trillion opportunity requires patience

Physical AI, including warehouse robotics and AI-native factories, represents a roughly $50 trillion opportunity, far larger than AI for knowledge workers. The payoff requires long-term conviction because industrial CapEx cycles last 20-30 years. Near-term value lies in companies embedding AI into existing brownfield operations, not greenfield factories.