Are financial markets efficient? Phase transition in the aggregation of information

Financial markets can be considered as collective information processing devices, which aggregate the information on relevant events into market prices. We show that, in a simple model, markets are efficient aggregators of information only if the number of traders is sufficiently large compared to the number of relevant events. The transition to an efficient market occurs through a phase transition, well known from critical phenomena in physics.