Description: In order for an organization to benefit from artificial intelligence/machine learning (AI/ML) models, it requires the involvement of different business areas. During this webcast, professionals from data analytics, audit and risk areas will address challenges and provide solutions for working together to develop, implement, use and risk manage AI/ML tools. Throughout the discussion, the presenters will discuss: • Defining and exploring the challenges and objectives between data scientists, domain experts and control functions • Risk management – model risks and other risks • End-to-end model validation • Model performance vs. interpretability/understandability trade-offs • What to audit – auditor’s challenge and solutions

Description: Read the February 2020 issue of Risk Management, published by the Joint Risk Management Section. Newsletters provide practical information for the working actuary, articles on trends that impact sections and news about section activities.

Description: In this third issue of International News in 2022, we feature a contribution by SCOR, a leading reinsurer, highlighting the Actuarial Awards that SCOR presents annually, since 1996, to the best academic work in actuarial science, with annual prizes in several countries throughout the world. We also feature an article by Jessica Leong, FCAS, on barriers that Asian women must overcome to become leaders. Jessica recounts her own experience and how in overcoming some challenges she became the first Asian president of the Casualty Actuarial Society.

Description: The key tasks of credit risk capital project under CROSS II mainly focus onL(1 )Adjustment of measurement framework; (2) Calibration of risk factors, including both credit spread risk and credit default risk;3)Introduction of concentration risk measurement; (4) Higher requirement on look-through rule.

Description: Learn industry best practices including challenges faced by retirees, such as needing exposure to growth, most exposed to sequencing risk, and the need for smooth returns to avoid poor investor behavior caused by risk aversion. Other topics will include how to set investment objectives which consider the members’ real-world needs and how to build portfolios and implement risk management strategies to meet those objectives. The speaker will provide real-life examples/case studies.

Description: Read the January 2020 issue of International News published by the International Section. Newsletters provide practical information for the working actuary, articles on trends that impact sections and news about section activities.

Description: A news release announcing the winners of the 2024 Student Research Case Study Challenge.

Description: The article describes the nature of actuarial research conducted at the Goldenson Center at the University of Connecticut. One of the research projects to create a National Retirement Sustainability Index is analyzed in detail. It demonstrates how the work we do at the Goldenson Center is both an art and a science while satisfying the following research criteria we adhere to at the Goldenson Center:  >The problem has to come from industry  >The solution has to add value to what is currently done in practice  >The solution has to be implementable

Description: This article provides an overview of activities that should be considered by an actuary when validating a predictive model. It describes several components to consider when validating a predictive model and provides an examination of various methodologies that can be implemented in the validation process.

Description: This presentation shares experience and ideas of both AIA Group and AIA China during implementation of the IFRS17 project and will discuss potential impact and outlooks in the domestic market from IFRS 17. This presentation includes a general overview of an IFRS17 implementation project, focusing on changes and requirements, as well as the resources cost of the main challenges and relative resources.