In a World Where Everyone Has AI, Systems Thinkers Win→
AI Strategy
4 minutes
Every company can rent the same models. The edge is systems thinking: see the whole problem, go back to first principles, and design work that improves itself.
Category: Artificial Intelligence
How I see AI evolving over the next five years→
AI Agents
2 minutes
From pervasive workflow layers to specialized agents, human orchestration, and deeply personal collaborators—an optimist’s take on the decade ahead.
Building a product with defensible data→
Artificial Intelligence
3 minutes
Models aren’t the differentiator—data is. A tactical look at proprietary signals, workflow capture, labels tied to outcomes, and moats that deepen with usage.