Resources
Reading List &
Reference Library
Curated legislation, books, reports and articles I've found genuinely useful — with honest notes on what's worth your time.
📚 Recommended Books
Book · Ethics
Weapons of Math Destruction
Cathy O'Neil
The best starting point. How algorithms cause harm in hiring, lending, and education. Directly applicable to HR.
Book · Ethics
Atlas of AI
Kate Crawford
Political, social, and environmental consequences of AI. Widely cited in policy circles. Read this second.
Book · Ethics
The Equality Machine
Orly Lobel
Optimistic counterpoint — can AI promote fairness? Essential balance to the more pessimistic AI ethics literature.
Book · Canadian
Power and Prediction
Agrawal, Gans & Goldfarb
Canadian authors. How AI shifts power in organisations and economies. Business-focused and highly readable.
Book · HR & Law
Talent Wants to Be Free
Orly Lobel
Employment law meets talent strategy. Not AI-specific but excellent grounding for HR tech legal discussions.
Book · Technical
The Alignment Problem
Brian Christian
How AI systems learn human values and where they go wrong. More technical but very accessible.
🔗 Key Organisations to Follow