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: The global doubling of information content has been estimated to occur at a rate of every 12 hours, and conceivably faster. This ‘infowhelm’ is a double-edged sword for insurers. While maximization of the global knowledge base can fuel innovation, it can occur only in the context of reasonable cost for a higher benefit. The insurance industry – underwriters and actuaries in particular – are challenged to constantly examine new innovations that promise to raise confidence and protective value for insurability, within legal limits. This report aims to be the first of several to alert the SOA of promising innovations for the profession.

Description: The objective of this paper is to provide a practical guide with concrete case studies to help actuaries implement artificial intelligence and machine learning (AIML) to help accelerate the speed of analysis for life and annuity actuarial modeling. We do so by researching the existing literature regarding AIML and its applicability to stochastic modeling and exploring case studies.

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

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

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.