I am a columnist writing "Responsible AI" series for Actuaries Digital, the magazine of the Actuaries Institute. Read my articles here.
Fair Insurance Pricing under AI and Climate Risk
The Actuary Magazine (SoA), 2025, Ensuring Fairness in Insurance Pricing
Actuaries Digital, 2025, The Price of Loyalty: Rethinking Optimisation in Insurance Pricing
Actuaries Digital, 2025, Achieving Fairness in Data-driven Decision Making
Featured in a special print magazine edition of BusinessThink to celebrate UNSW Sydney’s 75th anniversary, 2024
RESOLVE, December 2023, AI discrimination potential explored, by Resolve Editor Kate Tilley, Australian Insurance Law Association (AILA)
ANZIIF article 2023: How to manage bias in insurance data and algorithms.
Actuaries Digital 2023: The 2023 Volunteer of the Year Winners Announced!
Business Think and UNSW Newsroom , 2022, Pricing fairness: tackling big data and COVID-19 insurance discrimination.
IMD and Business Think, 2022. How insurers can mitigate the discrimination risks posed by AI.
Actuaries Digital 2022, How confident are you that your insurance pricing or underwriting models are not discriminatory?
Value Driven Data Science Podcast 2022, Episode 3: Fairness and Anti-Discrimination in Machine Learning
SBS Radio Interview (in Chinese) 2021 on Insurance Discrimination, Link
Responsible AI Adoption
Actuaries Digital, 2026, Why AI interpretations might be lying to you
The Actuary Magazine (IFoA), 2025, Check your AI: a framework for its use in actuarial practice
Business Think. 2024, Beyond black box AI: Pitfalls in machine learning interpretability.
How Insurance Works
Money, 2025, How insurance really works and how to get the best deal
Forbes Advisor, 2024, How Much Is Home And Contents Insurance In Australia?
Info360, 2024, This is why your insurance premiums keep going up. (republished by 75 news media, including Canberra Times, and ‘audience reach’ of about 500,624. )
Business Think, 2023. If you get a genetic test, could a life insurance firm use it against you?
Climate Disaster Insurance
Business Think, 2023. Home insurance is on the rise. Is there an affordable solution?
Longevity, Superannuation, and Retirement Income System
Financial Standard Super, 2026, One size doesn't fit all: Is the super system failing vulnerable members?
UNSW Newsroom, 2025, The retirement blind spot: Is the super system failing vulnerable members?
Business Think, 2025, One size doesn't fit all: Is the super system failing vulnerable members?
Business Think, 2025, How socio-economic factors drive significant life expectancy gaps
Industry-engaged Teaching Innovation
Actuaries Digital, 2025, When Students Become Startups