Perhaps even more surprisingly, we find that technological breakthroughs and scientific megaprojects share an underlying dynamic with financial bubbles in one very specific sense: they coordinate behavior to build a complex future. Against the standard view in economics and finance, which holds that speculative financial bubbles are intrinsically negative phenomena, we develop a model of bubbles as innovation accelerators.