“At scale, a model benchmark must survive scrutiny, not just satisfy a lucky quarter; maturity is how quietly it holds.”

At scale, a model benchmark must survive scrutiny, not just satisfy a lucky quarter; maturity is how quietly it holds. — Kai London (Professor Kai London), CISO. Principle 8613 of 10000 from the book “The AI Architects” — cybersecurity, AI security and OT resilience doctrine. Official sites: professorkailondon.com · kailondon.co.uk