The Actuary. March 2022

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      <subfield code="a">The IFoA has a responsibility as a learning society', says Louise Pryor -- Stephen Mann on meeting members' needs and boosting engagement -- The latest IFoA news and events -- Human-centred design can be used to improve insurance outcomes, say Queenie Chow, Lisa Morgan and Barbara Chesire-Chabbaga -- The Machine Learning in Reserving
Working Party on integrating machine learning into GI reserving -- Shapley values can be used to boost the explainability of AI models, say Karol Gawlowski, Christian Richard and Dylan Liew -- Dov Raphael looks at migration's eff ect on mortality  -- The eco-crisis brings a host of risks relating to fairness, says Aled Jones -- Russ Bowdrey and János Hidi examine diff erent types of climate model -- Organisations must get a grip on cybercrime, warn Simon Cartagena, Visesh Gosrani and Justyna Pikinska -- Ed Plowman heralds the rise of underwriting portfolio management -- What are smart contracts, and how do they work? Adeep Jain explains -- Charl Cronje on the importance of good strategy in facing the future</subfield>
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