“At scale, a staging mismatch must survive scrutiny, not just satisfy a decorative dashboard; evidence is the only durable currency.”

At scale, a staging mismatch must survive scrutiny, not just satisfy a decorative dashboard; evidence is the only durable currency. — Kai London (Professor Kai London), CISO. Principle 5118 of 10000 from the book “No Logs, No Launch” — cybersecurity, AI security and OT resilience doctrine. Official sites: professorkailondon.com · kailondon.co.uk