The U.S. hardship map and time series

An interactive map of how many households in every U.S. state and county live below a bare-minimum survival budget, every year from 2010 to 2024.

July 2026 · dashboard

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 · 15 min read

Technical 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 · 30 min read

The Hawaii hardship map and time series

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 · dashboard

The 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 · dashboard

The 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 read

Your Kid’s Education Is Already Outdated.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

Not AI is the Future

April 2025 · essay · 4 min read

The Empathy Economy: Embracing Our Imperfections in the Age of AI

June 2024 · essay · 9 min read