Description: This paper introduces actuaries and others to dynamic stochastic general equilibrium (DSGE) models, a type of macroeconomic model. Authored by Kailan Shang, the paper illustrates how DSGE models can be used in economic scenario generation to reflect the cause and effect relationships that occur in the economic system.

Description: This session explores how managers and individuals can effectively manage the integration of AI into their daily work. Learn strategies for mindset shifts, overcoming fears of job displacement, and fostering team adoption of AI as an empowering tool for innovation and productivity.

Description: Decentralized finance, or DeFi, is an emerging financial system powered by blockchain technology. This research report aims to introduce actuaries to DeFi and help them develop a solid understanding of DeFi. It will begin with addressing “what is DeFi?” by providing an introduction on blockchains and DeFi. It will then discuss in further detail the key characteristics, applications, opportunities, and risks of DeFi. After providing the foundation, this report will discuss the potential adoption of DeFi and its interaction with the current financial system (sometime referred to as traditional finance for contrast with DeFi), and the implications for practicing and aspiring actuaries. In addition, a glossary of terms used in DeFi and a brief history of the development of DeFi have been included in the appendix.

Description: Cloud computing is a major disruptor to nearly all software products, and actuarial software is no different. Insurers need to start thinking about how they are going to work with their venders to move to the next level of actuarial infrastructure.

Description: A story of one actuary's experience using technology over the past 25 years.

Description: The attached report presents the results of a survey whose purpose was to explore the various uses of technology by life insurance companies. The survey was conducted by the Technology Survey Subcommittee of the Society of Actuaries Life Insurance Mortality and Underwriting Survey Committee. The primary focus of this survey was the impact of technology on mortality studies and underwriting.

Description: Ever wanted to do a Kaggle data science competition, but didn't know where to start? This presentation meets the needs of actuaries interested in predictive analytics and competitive data science. The presentation will describe the nature of competitive data science, and provide insights into lessons learned by competing in the Airbus Ship Detection Challenge at Kaggle, as well as other Kaggle competitions. The presenters will provide an introduction to neural networks and describe the nature of the Airbus Ship Detection Challenge and other Kaggle competitions, plus a solution approaches that can be used to obtain top scores using Convolutional Neural networks (CNNs), random forests and boosted trees.

Description: Editors' column for the April 2019 issue of CompAct.

Description: This article introduces IT DevOps to actuaries and how it is applicable to them to improve their modeling efforts and make them more efficient.

Description: Feature article describing what author thinks it will take for a life insurance company to be successful in the year 2020.