What forty years of watching institutions work up close teaches you about where AI actually threatens democratic process — and where it doesn't.
A defence of caring more about outcomes than purity — and why that isn't the same as caring less.
Every automated system quietly taxes the people who don't understand it. The question worth asking is who ends up paying.
If a machine decides who gets the interview, the loan, the school place — what happens to the idea that everyone starts level?