Description: Up until recent past, the artificial intelligence portion of data science was looked upon cautiously due to its history of booms and flops . In the latest stream of events, major improvements have taken place in this field and now deep learning, the new leading front for Artificial Intelligence, presents a promising prospect for overcoming problems of big data.

Description: This session discusses potential developments in the 1980's with regards to: the impact of the force of competition on price levels and profit margins, growth in the market for life insurance and annuities, profit squeeze on stock companies due to continued high level of inflation, problems which will affect smaller stock companies abilities to compete and/or survive, changes in permanent versus term pricing practices and profit margins during the 1980's, changes in sources of profit and uses of free surplus, and continued attractiveness of insurers as acquisition targets.

Description: Insurance companies utilize derivatives in a variety of ways to manage and mitigate risks that are inherent in their investment or liability portfolios. They can be characterized by three main features: medium long-term duration; large volumes; and significant market risk exposure. Given the persistent low interest rate environment across the curve since the 2008 financial crisis, large companies need to hedge their liabilities, as illustrated by the significant recent increase from $786 billion as of fiscal year 2010 to $1,885 billion as of FY 2014 by insurance companies.As the Variable Annuities (VA) guarantees embedded within those liabilities hold a strong convex risk profile with respect to the underlying stock, VA carriers need to buy some convex hedge assets such as options to match the liability risk profile to improve hedge effectiveness, implying the growing cost of hedging. Such market impact of the quantity on the cost of hedging is further magnified in the recent period with the short-lived, but sharp transitions from low volatility to high volatility, when market volatility suddenly increases, even when there were no well-known fundamental catalysts. This partially stems from the growing managed volatility funds embedded within VA ($bn 400).VA carriers willing to trade a large quantity of options will see such market impact as an important dilemma, as the cost of placing one large order to close position will be far greater than the sum of infinitely small orders differed in time. In that context, managing market impact requires introducing an explicit market impact function, the influence of which the agent will try to minimize. The effect on hedge asset prices significantly depends on whether there is or not significant delta hedging activity. In case of no significant delta hedging activity, the risk appetite has a significant influence on the optimal execution strategy. If there is significant delta hedging activity, the optimal trading involve

Description: Panel discussion on inflation's impact on business procedures, contingency plans, long-term benefit levels, and determination of financial reporting items such as future reserves, surplus levels, operating expenses, and net gains. Presented at the Spring 1975 Meeting in Los Angeles.

Description: This is a summary of topics discussed at the 1996 Bowles Symposium: “The Old Age Crisis: Actuarial Opportunities,” September 26-27, 1996, at Georgia State University, Atlanta.

Description: Discussion of the need to understand the implications of demographic and family diversity for the design of retirement programs. The design of retirement programs is a design of programs for the elderly, who are more often women, because women live longer and because their work histories often lead to reduced levels of pension and social security benefits.

Description: Discussion of the economics of a possible H5N1 pandemic, and its impact on Life, Health, and Property and Casualty insurers, in terms of areas of risk, especially underwritng risk, operations risk, and market risk.

Description: Impact of low and negative interest rates on various aspects of insurer operations including product management, investment management and capital management.

Description: This article summarizes the presentations by the Society of Actuaries and the Academy of Actuaries at the January 2015 National Academy of Social Insurance (NASI) Roundtables in Washington DC. SOA presented on the 2014 SOA monograph series "The Link between Retirement Security and Long-Term Care."

Description: Discussion of the introduction of the Euro and its impact on European cooperation and its impact on the ability of the United States and its currency to dominate the world's political and financial system.