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

• Contingencies (American Academy of Actuaries), 2026, Designing Fairness in Insurance Pricing

Referenced by the President of the American Academy of Actuaries in a message on "Actuarial & Algorithmic Accountability and Ethical Standards for AI". “In light of the excellent article written by Fei Huang and Xi Xin … I wanted to write about why actuaries are extremely well-positioned to address ethical treatment in the use of AI.”

• 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

• Australian Broadcasting Corporation (ABC), 2026, How to decide what type of car insurance is best for you

• 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, 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