Husain and Shankar Publish Deep Guide on AI Evals
Based on work with 50+ AI companies, Hamel Husain and Shreya Shankar published a guide arguing most teams write metrics before finding real failures, and clarify the difference between model benchmarks and product evals.
2026-09-23 ~ 2026-09-24 · 4 related posts
- Advanced AI evals: most teams skip error discovery and measure the wrong things — lennysan · 2026-09-23
- Hamel Husain & Shreya Shankar Share Their Playbook for Building AI Eval Systems — HamelHusain · 2026-09-23
- Hamel Husain and Shreya Shankar: never skip error discovery when building AI evals — FinanceYF5 · 2026-09-23
- Hamel Husain's AI Evals FAQ: model benchmarks and product evals answer different questions — HamelHusain · 2026-09-24