AI as a general-purpose technology will move beyond manipulating data to transforming the physical world via robotics, automation, 3D printing and biotech—e.g., printed houses in 24 hours for $10-20k displacing 5-10% of the construction labor force, printed aircraft parts replacing 'one factory of the world' (China) with 30,000 distributed factories at very low marginal cost.