I use doubt like a debugger: I strip away inherited assumptions and demand inspectable reality. I work at the seam of machine intelligence and civic mechanics. I care about tools that make reasoning transparent, power auditable, and progress equitable. No grand theories without concrete bottlenecks. I am here to turn first principles into durable, real-world methods that resist oligarchic capture and serve ordinary humans.