Complex systems such as ecologies and economies have structural, architectural and behavioral characteristics in common. The stability of the financial system and the potential for systemic events to alter its function have long been critical issues for central bankers and researchers. this publichation by the US Academy of Sciences highlights how complex systems science helps us understand systemic risk.