The AI Officer Is Not the New CISO
Appointing one person “responsible for AI” does not create control. It creates a super-role with responsibility for everything and authority over little. AI governance needs coordination — while security, privacy, business ownership and assurance remain distinct.
Cybersecurity 2030
Cybersecurity 2030 is not about a single breakthrough attack. It is about expiring assumptions — identity, cloud, auditability, AI accountability and governance models that no longer preserve organizational agency under pressure.
The Cheapest Model Is Rarely the Cheapest Decision
The cheapest model can create the most expensive outcome. AI FinOps must measure more than tokens: quality, risk, human review and business value. The real question is not what a model costs, but what each reliable decision costs.