INTRODUCTION -- Chapter 1: Artificial Intelligence, Finance, and Sustainability: An Overview -- PART 1: CONCEPTUAL (INTEGRATIVE) FRAMEWORKS -- Chapter 2: A Panoramic Overview of the Opportunities and Challenges Artificial Intelligence Brings to ESG Investing -- Chapter 3: Measuring...

This paper builds on existing microprudential and macroprudential early warning systems (EWSs) to develop a new, hybrid class of models for systemic risk, incorporating the structural characteristics of the financial system and a feedback amplification mechanism. The models explain financial...

From the financial supervisor's point of view, an early warning system involves an ex-ante approach to regulation, targeting to predict and prevent crises. An efficient EWS allows timely ex-ante policy action and can reduce the need for ex-post regulation. This paper builds on existing...