Shipping AI to a Million Patients Without an A/B Test — Jared Joselowitz, Ufonia
Source
youtube.com
Author
AI Engineer
Date
Why it matters
Most evalA repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.Full definition → writing assumes you can ship to 5% and watch a dashboard. This shows what the loop looks like when the first failure is already harm.
Terms in this piece · Glossary
eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
