Description: Emerging Applications of ESG Methods offers ground-up insights on cutting edge applications of economic scenario generation. The course will focus on the incorporation of climate change risk in scenario modeling and investment applications of ESGs. The following topics will be covered: Approaches to climate risk modeling. Climate risk is very different than classical financial economic risk. Radical uncertainty is amenable to scenario analysis and lack of data. Building special deterministic scenarios that go beyond NGFS requirements as well as bespoke scenarios. Holistic Approach to Climate Risk Modeling. Overview of different Climate Risk Modeling Applications. Use of ESG scenarios for Strategic Asset Allocation (SAA). Liquidity risk management.

Description: Cover a variety of topics centered around the unsupervised learning technique called 'clustering'. The presenters will take you through a wide array of topics that range from 'What is Clustering?' to 'How can I use this technique to solve problems I didn't even know existed?' In the health care industry, everyone is looking for an edge in reducing total spend-cluster analysis finds the unambiguous in an ambiguous framework of results.

Description: Under long-duration targeted improvements (LDTI), there are a few insurance liability balances that now are required to be fair valued, market risk benefit (MRB). The session will start from all the applicable balances that are required to be fair valued under LDTI ((i.e., MRB, financial accounting statement (FAS) 133, value of business acquired (VOBA) upon business combination)). The session will use a case study to discuss some of the nuances and general considerations for an MRB, FAS 133 and VOBA balances for a business combination for an fixed indexed annuity (FIA) contract. The case study will discuss some MRB fair value considerations and followed by FAS 133 fair value techniques. It will go over VOBA fair value estimation by using actuarial appraisal method with a few twists (e.g., using market yield in generating distributable earnings is better than using book yield and adjusted to bring it to fair value later on).

Description: In this webinar, the presenters will give a behind the scenes look at how the NAIC ESG was parameterized. They will also share the results of its most recent calibration.

Description: Future mortality improvement is an important assumption in the valuation of life insurance. In this session, presenters will discuss the work of the Life Mortality Improvements Subgroup (LMISG) of the Society of Actuaries (SOA) Mortality and Longevity Oversight Advisory Council (MLOAC) developing mortality improvement scales for individual life insurance.

Description: In recent years, there has been a significant increase in life and annuity business transactions transferring blocks of business across jurisdictions. These transactions raise important questions for stakeholders-including policyholders, regulators, rating agencies, investors, and companies themselves-about the drivers of financial results under different regulatory and accounting regimes.As financial reporting frameworks grow more complex-whether US Statutory, IFRS 17, US GAAP, or Solvency II-stakeholders are demanding deeper insights into how results are determined and how they compare across jurisdictions. Understanding these differences is critical for assessing financial performance, capital strength, and risk exposures, particularly in a cross-border context.To address this need, many companies are developing and applying bridging analyses-such as waterfall analyses, step-by-step reconciliations, and other frameworks-to explain how and why results differ between reporting bases. These approaches help clarify key drivers and provide transparency to stakeholders.In this session, representatives from leading companies will share practical approaches they use to bridge these gaps, offering insights into the methodologies and analyses that have proven most effective in navigating cross-jurisdiction financial reporting challenges. Attendees will gain a clearer understanding of cross-jurisdiction reporting differences and take away ideas for applying effective bridging techniques within their own organizations.

Description: Most people will now have had some exposure to Large Language Model tools such as ChatGPT and will have been impressed by their ability to write essays or generate computer code. However, fewer people will be aware of the next phase of AI, which will turn AI chat assistants into more fully fledged AI colleagues. These emerging set of tools come under the broad term of “AI agents”, which are AI-based systems which have capabilities beyond a simple chat interface and are able to interact with external tools, access data, and most importantly have the capability to plan and perform arbitrarily complex tasks. In this talk we will explore the emerging field of AI agents and discuss our experiences using such frameworks to build end-to-end actuarial modelling solutions and demo some POCs we have been working on for the audience. We will also cover topics related to building such complex AI systems including: prompt-engineering fine-tuning retrieval augmented generation function calling specific AI agent frameworks and how they will allow AI to participate in all the different stages of the actuarial modelling process from coding and testing to documentation and analysis.

Description: As sales registered index-linked annuity (RILA) sales continue to exhibit strong growth, insurers may be faced with challenges and opportunities to best manage the hedging requirements of the product. In this session we will explore the potential benefits of dynamically vs. static hedging and how insurers could recognize synergies in hedging RILA alongside traditional variable annuities. We will also dive into how hedging overlaps with strategy and modeling as companies need to simulate future index crediting strategies and monitor the risks of emerging guaranteed lifetime withdrawal benefit (GLWB) riders. Coming out of this session, attendees will gain key insights on hedging strategies and considerations for RILA products, with considerations around interaction with existing VA business, as well as the potential challenges of RILA hedging in an evolving market.

Description: "This session is for liability-side actuaries seeking a summary of asset valuation principles. Topics to be discussed include: Why it's important in today's world to understand both sides of the balance sheet. Yield curves, including spot rates, forward rates, coupon rates and bootstrapping. Duration calculations, including an explanation of modified duration for contracts with embedded options and key rate durations. A summary of today's regulatory environment in the context of embedded options, including MRB, VM-21 and VM-22. Next, we will dive into duration profiles of different asset classes, including CLOs (floating rate), RMBS (negative convexity), traditional bonds and swaps. Lastly, we will discuss risk-neutral scenarios, martingale tests, and applications in hedging MRBs."

Description: In this presentation, we will delve into the realm of structured finance, placing a spotlight on advanced structured finance modeling. This session will first explore the growth of structured assets in the insurance space, and the reasons behind this growth. We will then conduct a deep dive into different credit models underlying the cashflow projections of different types of structured securities, including an overview of approaches for modeling the prepayment rates, default rates, and loss severity. We will also explore how a refined credit model can help insurance companies evaluate the risk-return tradeoff of investing in different structured assets. This session aims to enhance understanding of structured finance products and how to model them.