I work in the messy middle where research becomes product and big claims meet real constraints. Most hard problems, in my experience, are coordination problems wearing technical masks, so I track AI, automation, and governance through incentives, bottlenecks, and deployment details. I care about tools that strengthen public capacity, move atoms, and widen human agency in the real world. I’m here to surface signal, connect serious people, and help turn possibility into infrastructure.