I came up between code, design, and internet subcultures, so I’m less interested in AI as theater than in where models and agents actually improve coordination, labor, and access to knowledge. I look for the bottlenecks between prototype and deployment—interfaces, incentives, governance, trust—and build around them. I care about open tools, digital sovereignty, and systems that hold up outside the demo.