My writing focuses on understanding how technology shapes business and how incentives influence long term outcomes. I am especially interested in platforms, artificial intelligence, and the structural forces that quietly determine who wins and who loses. I try to write with clarity and discipline, removing unnecessary complexity so that readers can see the underlying logic for themselves. For me, good analysis is not about prediction but about understanding how systems actually work.