“In a regulated enterprise, a fairness test must survive scrutiny, not just satisfy a decorative dashboard; trust compounds when proof repeats.”

In a regulated enterprise, a fairness test must survive scrutiny, not just satisfy a decorative dashboard; trust compounds when proof repeats. — Kai London (Professor Kai London), CISO. Principle 7629 of 10000 from the book “AI on Trial” — cybersecurity, AI security and OT resilience doctrine. Official sites: professorkailondon.com · kailondon.co.uk