An analysis of the AI development cycle from 2016-2018, highlighting key lessons in strategic planning, the need for sustainable business models, the value of simplicity, and the importance of focusing on core AI capabilities. The post also examines notable winners from this period, including OpenAI, Scale AI, PyTorch, Yolo, Cruise, Zoox, Otto, Airbnb, Uber, and Jasper AI.