SHANGHAI—From Stalin to Mao, old-style central planners all faced the same problem: The system didn’t work.

The Soviets had their bread lines, and a quota for chandeliers set in tons that made them too heavy to hang from the ceilings. Mao’s delusionary target for steel production had peasants hurl their pots and pans into home furnaces. Famine ensued.

For...