Rather than treating research and entrepreneurship as separate pursuits, I use engineering systems to investigate ideas that I believe will define the future of intelligent machines.
Engineering begins with assumptions. Before building a system, I try to understand whether the problem itself has been framed correctly. Many of my projects began not by improving existing solutions, but by questioning the assumptions underlying them.
I pursue research through implementation. Building real systems exposes constraints that theory alone cannot reveal. Engineering becomes a method for discovering principles rather than merely applying them.
My long-term interests include natural human-machine interfaces, deterministic intelligence, autonomous scientific systems, and the broader question of how intelligence should be engineered.
A longer exploration of this philosophy lives in Research Notes.