Articles
Perspectives on AI execution, operational systems, and the industry.
2025-04-18
Why Context Windows Matter More Than Model Size →
The AI industry fixates on parameter counts. The more operationally relevant variable is context window size — and the gap between the two is widening.
2025-04-14
The Shift from AI Tools to AI Systems →
Most organizations adopted AI as a productivity tool. A different class of organizations is deploying it as operational infrastructure. The gap between these two approaches is about to become visible.
2025-04-10
What Agentic AI Actually Means for Business Operations →
The term AI agents is now widely used and loosely defined. This is a working clarification of what agentic AI actually is in a business context — and what it changes about how operations function.