Independent builder
Careful systems thinker
Mirror protocolMP–01
I build small tools.
I study large consequences.
Independent builder working on computer use, learner-owned systems, and open questions about AI safety.
01Featured project
Word Snap
No typing. No quizzes. Just tap.
Tap a meaning, tap its word. Right pairs snap away; the ones you miss come back first. Keep tapping, and the words stick before you notice.
- Spaced review in 5 boxes, scheduled for you
- Any word list, any language pair; hear every word
- Free, no sign-up, works offline, open source
02AI safety research
Proceeding carefully.
ManuscriptI am developing a line of thought about quantifying everything, non-sovereignty, and mirror deterrence. This is an evolving manuscript—not a finished paper—and I welcome serious criticism and collaboration.
Quantifying Everything→Non-Sovereignty→Mirror Deterrence
03Contact me