In this episode of Shape of Tomorrow, I explore how a quantum-enhanced reinforcement learning system tested in South Korea achieved dramatic gains in residential energy efficiency. I also share field-level lessons on aligning AI initiatives with business priorities, drawn from my work with organizations and in reference to a recent Substack article I wrote. Together these segments show how emerging technologies move from theory to real impact when paired with disciplined strategy.