I Reverse-Engineered the ALICE Methodology with Fable 5
Four counties do not cost the same, and costs do not hold still for six years.
July 2026 · essay · 9 min readTechnical Notes on the Reconstructed ALICE Series
How to reproduce the reconstruction. What was documented, what I recovered from the data, what I had to fit, and what I could not do at all.
July 2026 · methodology · 26 min readThe Hawaii hardship map
An interactive map of how many households in each Hawaii county and community live below a bare-minimum survival budget, every year from 2010 to 2024.
July 2026 · dashboardThe Claude-usage landscape
An interactive map of how 121 countries and 52 US states use Claude, clustered from Anthropic's Economic Index open data.
July 2026 · dashboardThe Geography of Hope: The people with the least are the most hopeful about AI
I ran my own analysis of Anthropic's data, looking for why. The strongest clue was in how a country treats its women.
July 2026 · essay · 14 min readYour Kid’s Education Is Already Outdated. Now What?
A hiring manager’s case for teaching empathy over technical skills
March 2026 · essay · 12 min read