AI Evaluations Clearly Explained in 50 Minutes (Real Example) | Hamel Husain

Video Description

Today, I want to share a new episode with Hamel Husain. Hamel has trained 2,000+ PMs and engineers from companies like OpenAI, Anthropic, and Google on how to run AI evals. In my new episode, he shares a free master class on how to build evals for a real AI agent in just 50 minutes using a simple spreadsheet. I learned a lot from Hamel and I think you will too. Hamel and I talked about: (00:00) What the most valuable part of evals is (01:25) Live walkthrough: Analyzing 100 real production traces (09:50) Creating the eval criteria using a simple spreadsheet (24:44) Why binary pass/fail ratings beat 1-5 scores every time (28:52) The agreement metric trap that fools most PMs (30:08) True positive and negative rates explained (36:00) How to set up continuous evals in production Get the takeaways: https://creatoreconomy.so/p/ai-evaluations-crash-course-in-50-minutes-hamel-husain Where to find Hamel: X: https://x.com/HamelHusain Website: https://hamel.dev/ 📌 Subscribe to this channel – more interviews coming soon!