Explorations

Things I’m testing, questioning, and building.

Some begin as questions. Some become experiments. Some may turn into products. This is where I keep the work that is still taking shape.

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?