How I Think
I believe technology is not neutral. It always encodes assumptions about people, power, and responsibility.
I am less interested in what systems can do than in what they ask humans to become in order to use them well.
I value rigor over novelty, human judgment over automation, and systems thinking over isolated optimization. When things fail, I look first to incentives, feedback loops, and context.
I am skeptical of technological inevitability. Most outcomes are choices, whether we acknowledge them or not.
My work sits between theory and practice. I build, study, and test systems in real environments where ambiguity, constraint, and consequence are unavoidable.
I write to clarify my own thinking, not to persuade, market, or provoke. Ideas that survive careful examination do not require hype.
Technology should expand human agency, not quietly replace it. This is technology in service of human judgment and my Philosophy