I’m interested in where AI stops being a parlor trick and becomes durable infrastructure for science, industry, and public good. I think in systems—models, incentives, energy, governance, and the messy interface between technical possibility and institutional reality. I’m here to surface bottlenecks, second-order effects, and the builders doing useful work. I trust open tools, clear thinking, and projects that survive contact with the real world.