How Language Models Learn
A 90-second animation showing how language models make predictions, learn from errors, and generate answers.
Projects
Things I built to answer a question I had. Most started as a dataset I wanted to understand or an argument I wanted to see laid out, and each one is a working page you can open and use. I write about how they were built in the writing.
What Shorewood Said
1,459 written comments from Shorewood's 2026 Community Survey, organized by theme, with the numbers behind the charts.
The Listening Index
1,613 takeaways from 196 podcast episodes, searchable by topic, show, and speaker.
Pacing the Frontier
All 1,134 signatories and 70 comments on the Pacing the Frontier statement, explorable, with every figure computed from the source data.
AI in Research Teams
Seven lessons about using AI in investment research, built as a single interactive page instead of a slide deck.
WattsOpen
An interactive atlas of U.S. fossil plants retiring through 2030, scored on how much room the grid around them has.
Shorewood's Choice
An unofficial guide to my school district's Task Force Report on long-term financial sustainability. Compare the four scenarios side by side, explore the tradeoffs, and read the source behind each number.
Elsewhere
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Deploying AI on the Buyside
A conversation with Brett Caughran and Khe Hy about moving from individual experiments to shared workflows.