Description: Climate risk modeling is taking center stage. With businesses increasingly expected to show how they assess, adapt to, and mitigate the risks of climate change, companies are asking: What is the right climate risk modeling approach for our business?

Description: The Joint Risk Management Section's chairperson explains the Joint Risk Management Section Council members plans for the coming year, with a heavy focus on research and continuing education.

Description: Chairperson's introduction to the Joint Risk Management Section (JRMS) February 2022 Risk Management newsletter. Includes a brief description of the JRMS section, summarizes the portfolio of benefits and continuing education opportunities available for those in the risk management profession, discusses the role of the JRMS Council to lead the efforts to provide those benefits and touches on changes underway.

Description: The article provides a high-level, non-technical, introduction to artificial neural networks (ANNs) and deep learning with an application to risk management. The method relies on typical ANN components such as nodes, activation functions, and optimization through gradient descent.

Description: In this article, a numerical comparison of two commonly used FIA valuation methodologies is conducted to help insurers decide on the best methodology to use under GAAP LDTI and VM-22. We compared two modeling approaches to project the future index credits with the annual point-to-point crediting formula: Tthe stochastic equity crediting model and the deterministic option budget crediting model. The analysis is then extended to different levels of option budgets and the monthly average crediting formula. The advantages and disadvantages of the two equity return projecting approaches are also highlighted and will be discussed later in the report.

Description: it discusses the framework and modeling of the market consistent valuation of fixed indexed annuity, against the backdrop of the convergence of accounting standards and internal risk management.