Projects
Seven ways I’m learning by building. Open a project for the problem, the working flow, and what I still need to prove.
Fluency Bench
LiveFor people testing AI judgment: three work-sample tasks, a model comparison, and the evidence behind each score.
Live assessment and model benchmark
Pol
For companies that have to watch a market: a few scouts read the week on their own machines, and an editor publishes one issue where every claim carries the link it came from.
Deployed; a first issue from real scout filings is still unverified
Eval Lab
LiveFor people building AI products: describe what yours should do, review test cases, and export a set to check it against.
Live generation checked with three cases; CSV/JSON exports verified
Wolverine
For NYC Marathon runners: explore a modeled 160 m street-level scene, then open a separate full-course guide with ten race notes.
Live street-level preview and full-course guide
Hush
For readers following one subject: recent headlines, publication dates, and links to the original reporting in one place.
Jev relevance checks with usage limits and cached decisions
AI Research Residency
LiveSelf-directed AI study through code, notes, and interactive experiments.
Public code and study plan
Policy Iteration
LiveStep through how a system learns to reach a goal, one decision at a time. The idea underneath reinforcement learning, without the notation.
Live interactive explainer