I write about artificial intelligence, institutional design, and professional formation, focusing on the ways emerging technologies reshape how we think and work.

I've built marketing functions inside heavily regulated industries including public safety, utilities, healthcare, defense, where systems, compliance, and human judgment intersect daily. I’m interested in the space between optimism and caution, speed and formation, automation and responsibility.

This site examines how tools shape us, and how we might shape them more intentionally.