The article deals with the main intellectual challenges of developing the theoretical basis and potential instruments that can be used in the analysis of financial stability. It examines the means of detecting systemic risk and describes the difficulties in detecting it. It also presents the main sectors in which the current crisis has revealed the existence of major cognitive problems. The article concludes that it is necessary to further look into the way in which modern financial systems operate.