2026 Strategic Outlook
Why AI systems are moving from experimentation toward operational, regulatory, and engineering accountability.
Notes on operational decision systems, audit defence, and the engineering of reliability.
Why AI systems are moving from experimentation toward operational, regulatory, and engineering accountability.
Visibility shows you where the cargo is. Intelligence helps you understand whether it will arrive, and what to do if it won’t.
Autonomy without accountability creates unmanaged risk. Why agentic systems require identity-first governance.
Why the 2025 wave of AI-accelerated breaches proves that probabilistic defense is no longer sufficient.
Data gravity is real. In high-assurance environments, intelligence must move to the data, not the other way around.
You cannot reliably audit a probabilistic decision. Why compliance demands deterministic reasoning.
Why High-Assurance Engineering Is the Only Path Forward