Complexity: The Emerging Science at the Edge of Order and Chaos

Waldrop tells the founding story of the Santa Fe Institute, where physicists, biologists, economists, and computer scientists converged in the late 1980s to build a science of complex adaptive systems. The narrative centres on figures like Brian Arthur (increasing returns in economics), Stuart Kauffman (self-organisation in biology), John Holland (genetic algorithms), and Murray Gell-Mann (quarks turned complexity). Each brought problems from their own discipline that classical reductionism could not solve, and the institute became the place where those problems found a shared language. The book is a sister work to Waldrop's later The Dream Machine — same method of intellectual biography woven into institutional history, applied here to the birth of complexity science rather than computing. It remains the best account of how a discipline was invented by people who did not yet know what to call it.