Description: Because of its complexity, ensuring the security of cyberspace is one of today’s most significant challenges. As the cyber environment becomes more integrated with the real world, the direct impact of cyber security incidents on business is also heightened. This study aims to develop a generic model that can be applied by any organization. For the validation of the developed cyber risk analysis method, simulations and sensitivity analysis will be performed.

Description: This tool created graphs of Google's mobility Data. This version of the tool contains state-level U.S. data through July 31, 2020

Description: The objective of this paper is to discuss the factors that affect and should be considered in the development of social discount rates, with a primary focus on social cost-benefit analyses of climate change-related strategies, programs, and investments involving mitigation and ex-ante adaption efforts.

Description: The Society of Actuaries is pleased to make available a research report that investigates defined benefit retirement plan de-risking activities for U.S.-based companies and the relative impact of various implemented strategies.

Description: Since the outbreak began in January, numerous research groups throughout the world have developed models to forecast the number of deaths that could result from COVID-19. Dr. Thomas McAndrew and Dr. Nicholas Reich of the University of Massachusetts Amherst have, on a weekly basis beginning in mid-February, surveyed experts who are separately engaged in efforts to model the outbreak. This brief looks at these models.

Description: Excel spreadsheet for Extracting Subsets of Data from GHCN Daily Dataset.

Description: Các yếu tố chính ảnh hưởng đến lựa chọn nghề nghiệp của học sinh, sinh viên Việt Nam: tiết lộ từ Khảo sát của Hiệp hội Chuyên gia Thẩm định rủi ro Hoa Kỳ (SOA)

Description: In this session, we will explore the opportunities and challenges of leveraging AI tools to support valuation actuaries in their work. We will begin by introducing the concept of large language models (LLMs), discussing their capabilities, limitations, and potential errors. We will then delve into case studies that demonstrate how LLMs can be effectively utilized to reference actuarial documents. The session will also address key considerations when developing AI tools to mitigate errors, enhance safety and security, and improve overall efficiency. The case studies will cover fine-tuning and information retrieval techniques such as retrieval augmented generation (RAG). Our goal is to provide attendees with a foundational understanding of the nature of LLMs and offer practical insights and ideas for actuaries to build their own processes and tools that ensure accountability, safety, and efficiency.

Description: This session will27601 summarize the key National Association of Insurance Commissioners (NAIC) activities with a primary focus on updates to principle-based reserve valuations and appointed actuary topics. Hear insights into the current set of activities and initiatives being considered and/or adopted by the NAIC Life Actuarial Task Force (LATF) and the NAIC Risk Based Capital Working Group. In addition, other actuarial practice issues and other appointed actuary and opinion topics relevant to life insurance, variable annuities and fixed annuities will be discussed, including recent exposures and adoptions by the Actuarial Standards Board. By the end of the session, attendees will understand what changes are being made to reserves, RBC, PBR and actuarial standards and related topics, and the anticipated timing of such emerging changes.

Description: This webcast presents findings from a recent report sponsored by the Aging and Retirement Strategic Research Program that explored the savings and retirement planning of 35- to 45-year-olds through a series of focus groups. The motivation for this effort was to gain insight into the attitudes, beliefs, and other factors that influence this age group’s savings and retirement planning. Along with findings from the report, additional context and perspectives on the broader implications of the report will be presented. These implications include its connection to other research sponsored by the Aging and Retirement Strategic Research Program and the current retirement landscape. The perspectives of different stakeholders will be considered.