01
Judgment, kept human
How might AI strengthen human judgment instead of replacing it?
Current inquiry
AI augmentation / productive struggle
Exploring where AI should reduce friction and where productive struggle, interpretation, and independent judgment should remain human.
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02
Narrative interfaces
How might hidden patterns become explorable instead of remaining trapped inside static documents?
Current exploration
Making a life legible
An examined life in real time.
An exploration of whether personal history can become something you can examine from outside yourself — without turning that representation into a verdict about who you are.
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03
Markets made understandable
How might people make sense of complex financial systems without specialized training?
04
Curriculum made personal
How might one national curriculum stay personal to every student who meets it?
05
Trust made accountable
How might a referral carry real stakes, not just a name?