Topic
3 articles
Every AI option buys three things at once: a capability, a dependency and an option on the future. A decision method with three gates, a three-year cost model that includes leaving, explicit lock-in and sovereignty scores — and why the honest answer is usually a hybrid.
Frontier models turned expert attention — the scarce input on both sides of cyber security — into a metered commodity. What that changed for attackers and for defenders, why the exploit window collapsed to hours, and why "nobody is looking at our custom code" stopped being a defence.
A portfolio method for AI use cases: four value mechanisms and how much of each reaches the profit and loss, a business case built on measured baselines and an honest adoption assumption, a value–feasibility map with the AI Act drawn on it — and the business-development half most strategies forget.