
Tara O'Neill has built her life on rules that can be audited.
By day, she leads a fairness lab in Dublin, tuning algorithms that decide what people see, what they're offered, and who gets left in the dark. Her work is precise, principled, and relentlessly public. Every dashboard,...

Tara builds systems for people who don't get listened to. At a Dublin ethics lab, she designs consent-driven technology that refuses to lie pretty - and when a dangerous ranking feature slips into production, she has seconds to decide what matters more: growth or people. Declan...