Description: This is the SOA website page displaying the table of contents for Risk Management: The Current Financial Crisis, Lessons Learned and Future Implications series of essays.

Description: This newsletter provides a regulation outlook for the use of AI/ML in insurance industry, interpretations of regulatory expectations and what insurers should consider when managing risks associated with the development, implementation and use of AI/ML models/tools.

Description: This newsletter provides a regulation outlook for the use of AI/ML in insurance industry, interpretations of regulatory expectations and what insurers should consider when managing risks associated with the development, implementation and use of AI/ML models/tools.

Description: The problem and largest challenge with systemic risk identification and management is that high-risk activities and high-risk companies are often identified only with hindsight. This article identifies risk factors and proposes a framework for systemic risk management that can be applied in advance by regulators, company management, and other stakeholders