Thinking.
We study what changes what a company can do next — the technologies, markets, and systems underneath them. Working programs, not finished papers.
Research from The team behind Capability Host Protocol
From models to manufacturing.
A working program that traces AI requirements down through the physical stack: compute architecture, semiconductor production, advanced packaging, fab equipment, power and infrastructure, and the supply chains underneath.
Where do the real bottlenecks sit — compute, packaging, equipment, power, or supply?
Which parts of the AI hardware stack are investable, and which are narrative?
What has to be physically true for the AI economy everyone assumes?
Capability-native teams and composable work.
What changes when work is composed from people, software, and AI under one governed model — and what that means for how companies get built.
The physical systems behind the AI economy.
Power, cooling, land, fabrication, and logistics — the real-world systems that decide how far software ambitions can actually go.
Research is research — not disguised client work. We share what holds up, as it holds up.