Description: Come gain insights into the techniques used in Machine Learning and its applications. You'll discover the key technological advances in recent years which were behind and ultimately facilitated the breakthroughs including ChatGPT/GenAI. It's time to uncover real-world use cases where AI models and their transformative impact on our lives.

Description: This report discusses the use of federated learning in the insurance industry and explores the benefits and challenges of this approach.

Description: This article summarizes the new research paper of "InsurTech: A Guide for the Actuarial Community" by Carrie Kelley and Kiki Wang. It serves as a quick read for our members to learn the latest development in the InsurTech space and explore the opportunities for actuarial practitioners

Description: Data science, predictive analytics and AI are certainly the buzzwords these days. They are heavily used and developed in underwriting and marketing but for most actuaries, they might/may as well be science fiction. The presenters will demonstrate how a normal actuary can utilize data science techniques in their daily job function without forming an official data science team within a company. It can be done in a gradual fashion so that normal business is not disrupted and improvements are made over time. The usage of data science techniques will include demonstrations of the following areas: - Regression analysis - Economic scenario generator - Experience study - Data quality checks - Inforce compression for explicit hedging

Description: The InsurTech industry continues vibrant activity. Some areas of focus include transformation of the underwriting process, new data sources being used, focus on the consumer, automation and more. By the end of the session, attendees will understand some of the latest trends in InsurTech that are impacting the life insurance industry.

Description: After International Accounting Standards Board (“IASB”) issued International Financial Reporting Standard No. 17 – Insurance Contracts (“IFRS 17”), IASB received much feedback and suggestions for improvement. As a result, in early 2019, IASB made limited changes to IFRS 17. The presentation will briefly discuss the main contents and effects of those changes.

Description: Enabling better care, mood management and even slowing and reversing memory loss for Alzheimer's and dementia care.

Description: In the world of digital excitement, Blockchain is the newest kid on the technology block. Pull up any search engine, punch in “Blockchain” and find yourself inundated with articles praising improvements over current centralized network systems that many insurers use. But is this praise warranted, and does Blockchain truly cure all ails? In this article, we pose commonly asked questions as well as provide answers from the perspective of an insurance company.

Description: Blockchain and cryptography have seen significant adoption around the world, and while still in early stages, it has started to make an impact in a few industries such as finance, gaming, and metaverses. There are now organizations providing insurance services on blockchain. Although this is limited to protection against financial losses in markets, the sheer adoption has sparked interest for other insurance use cases and some startups have already started experimenting in the spaceThe presenters will first introduce basic concepts of the blockchain supported by a demo, while explaining how cryptography and distributed ledger technology (DLT) is used to make it work. We will further introduce consensus mechanisms so that participants understand how decentralized blockchains are governed without a centralized party. The session will then shift focus to the broader market and different uses of blockchain focusing on the insurance space, covering both the current and potential future use cases. By attending the session, you will: - Understand the basics of how blockchain and cryptography work, - Have a better understanding of the broad categories of the crypto market answering the question, 'why are there 10,000 crypto currencies and how do I navigate these?' - Understand how blockchain plays a role in insurance and why insurance is important to the blockchain ecosystem.

Description: Over the last decade, reinsurance companies have built robust enterprise risk management (ERM)frameworks, but how equipped are they to evaluate the risks and rewards around InsurTechs? How well does the drive for 'test and learn' and agility fit within most reinsurance companies' current risk appetite and business acceptance processes? Discuss considerations when evaluating the suitability of current risk frameworks for innovation, including risk appetites, guidance, and monitoring/communication of risks. In addition, panel experts will offer insight into how actuaries and risk managers can be seen as a valued partner, not just a gatekeeper, in these venturesby providing constructive feedback and maintaining the right skills and expertise in these emerging technologies. By attending the session, you will: Be able to assess ERM frameworks, specifically a framework's ability to manage and monitor innovation as well as better support the strategic decision-making for InsurTech partnerships and ventures.