Description: Dive into an integrative approach to Precision Medicine - how our modern capacity to interrogate a disease heterogeneity (from omics and phenotyping) and parallel advances in 'big data' together are driving to transform the practice of traditional medicine to precision medicine. After defining the relevant terminologies and the components of precision medicine, the speaker will walk through the spectrum in precision medicine and how it leads to personalized management of disease, which can impact underwriting approaches, product development and pricing. Diabetes will be used as a specific example.

Description: Speakers representing investment and risk management teams share how they are integrating climate risks into their investment management practices. We will discuss methods to measure and assess climate risks in the investment portfolio, for both transition risks and physical risks. Speakers will also touch on how climate risks can be integrated into the bottom-up investment process. Lastly, we discuss climate-action-oriented programs to decarbonize investment portfolios and their challenges. At the end of this session, participants will be able to: - Understand methods and challenges to measuring exposure to climate risks in their portfolio - Understand methods and challenges in integrating climate risks into the investment process - Understand methods and challenges in implementing decarbonization programs such as Net Zero.

Description: Recent and potential near future extreme experiences are leading us to a new normal rather than back to the prior environment. Learn more about several examples of past Regime Changes along with a detailed discussion of how recent disruptions lead toward a persistent change in the business, social and political environment. Come develop an understanding of these drivers of change as well as the likely impacts on the Financial Services industry.

Description: Mortality Model Selection and Combination in RAlternative approaches for selecting mortality models and forecasting mortality have been proposed. The usual practice is to base mortality forecasts on a single mortality model selected using in-sample goodness-of-fit measures. However, cross-validation and other alternative out-of-sample measures are increasingly being used in model selection, and model combination methods are becoming a common alternative to using a single mortality model. Such methods combine predictions from multiple mortality models to reduce model choice uncertainty and improve forecast accuracy. Explore techniques to select and combine mortality models using the freely available open source R package CoMoMo (https://github.com/kessysalvatory/CoMoMo), which extends the widely used R package StMoMo (https://CRAN.R-project.org/package=StMoMo). We will use data for the USA and other countries to discuss and demonstrate four different model combination approaches including simple model averaging, Bayesian model averaging, model confidence set, and stacked regression ensembles.

Description: "Living to 100 in the time of COVID-19: A Study of Late –Life Mortality Trajectories, Leonid A. Gavrilov, Ph.D., Natalia S. Gavrilova, Ph.D., Academic Research Centers, NORC at the University of Chicago Swedish Mortality Does Not Decelerate in Recent Cohorts, or Does it? – Roland Rau, Ph. D., Professor, University of Rostock & Max Planck Institute for Demographic Research, Rostock, Germany; Marcus Ebeling, Ph.D., Karin Modig, Ph.D., Associate Professor, Anders Ahlbom, Ph.D., Professor Emeritus, Karolinska Institute, Stockholm Sweden; Kai Kaufhold, Aktuar DAV, Ad Res Advanced Reinsurance Services GmbH, Cologne, Germany; Annika Ziegler, Lukas Stake, Hochschule Koblenz & Ad Res, Germany"

Description: Worried about the latest wildfires? Can't keep up with the latest geopolitical landscape? Wondering how close AI is to taking over? Join us as we discuss the results of the 18th edition of the Emerging Risk Survey. This is an annual survey which is jointly sponsored by the Casualty Actuarial Society and the Society of Actuaries Research Institute.

Description: In this session, presenters will share the impacts of transition to IFRS 17 on equity and various KPIs across insurance companies (Life & P&C), as well as share some observations of what the IFRS 17 landscape looks like across different global regions. The session will conclude with lessons learned and expectations for emerging practices under IFRS 17 globally.

Description: Are the choices we make the same in certain versus uncertain situations? What pushes our choices in one direction or another? In this session, join our discussion on the elements that make up consumer choice architecture, how they interact with risk appetite and how to intervene in risk choices, using the National Flood Insurance Program (NFIP) as a case study. Together, we will explore behavioral considerations in risk appetite from the individual consumer and public policy perspectives. The latter will include environmental, social and governance considerations, including the challenges of climate change in a divided political landscape with limited resources. We will cite and use program data to support behavioral assessments. Appetite as a function of both risk preference and risk perception will serve as a foundational premise for the presentation.

Description: Sustainable Development is an increasingly common term that is used to refer to a variety of areas: environmental sustainability, the UN’s sustainable development goals, and climate risk resilience. This panel will discuss the meaning of Sustainable Development in today’s context and explore the critical role that actuarial science plays in this area globally. Panelists will include current practitioners in the sustainable insurance, climate risk, SDG, and ESG spaces.

Description: The SOA has been continuing to highlight the importance of societal purpose across the global actuarial profession, and as a way to attract and retain the next generation of amazing exam candidates and young members. This session will highlight the variety of activities that the SOA and actuaries of all ages are involved in to further drive the profession's societal purpose.