Faculty @PennCIS (previously @PrincetonCOS). Systems thinker. Loves automation, markets, policy, and the bits of software that let machines actually meet humans. Treats AI as a cognitive partner, not just a tool. MCP evangelist. Gave Claude a sundial, watched it build a calendar.