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 is the abstract of the paper 'A Stochastic Definition of Future Shares'. The traditional definition of actuarial future values and stochastic definition of Ramsay are discussed. A modification of Ramsay's definition is proposed and an application to life insurance reserves is presented.

Description: Presented at May 2002 Spring Meeting. Discusses the status of the second phase of the AAA C-3 Risk project. This project is leading to an updated NAIC filing requirement and is a step toward fair value. The specific focus is on equity risk and bond funds in the distribution tails. Products covered include variable life and annuities.

Description: Feature article discussing the complexity of financial markets.

Description: Crossword Puzzle

Description: The article provides a summary of the Drake Risk & Opportunity Forum held on October 21, 2022. The forum was a hybrid conference that attracted more than 200 attendees from 17 states, two countries, 48 employers, and five universities. Following an introduction by the Zimpleman College of Business Dean, the forum held six sessions. First was an insurance company CRO panel followed by a panel of non-insurance company CROs. Gary Zhu shared his outlook for interest rates and capital markets. The fourth panel discussed insurance capital models. The fifth panel discussed environmental, social, and governance (ESG) criteria when building insurance company investment portfolios. The final session of the day was a discussion about the NAIC, how they operate, and their priorities for the coming year.

Description: This paper summarizes default experience on bonds from 1900 through 1987. Although the information is more extensive for publicly traded bonds, the paper includes some information on private placements, some of which is not otherwise available.

Description: Most investors give convertible securities less prominence than stocks and bonds in their investment portfolios. The attention span given to learning the intricacies and finer points of this hybrid security is quite narrow. In fact, most of us may not even know that a “golden age” existed or whether it has peaked. It’s far beyond our immediate concerns.

Description: A Balanced Outlook: The Latest Views of Jack Bogle

Description: The investment grade corporate bond market continues to expand in size and is now nearing record levels. The Bloomberg Barclay’s U.S. Corporate Bond Index, representative of the U.S. corporate bond market, now measures over $5 trillion, nearing its all-time high compared to its $2 trillion mark in 2008. The BBB-rated segment of the index has experienced significant growth, and now represents more than 50% of the corporate bond market. Corporate bond market risk has increased beyond what the ratings indicate. Today's investing landscape of relatively low yields, higher corporate leverage and a later-stage credit cycle presents challenges for both insurance and pension portfolios where corporate bonds are a core investment. <br> <br>With representation from a U.S. portfolio manager, Canadian portfolio manager and an investment consultant, attendees will get a full perspective of the North American environment and how to apply this information when making client recommendations.