Free Lesson
AI Evals for Building Reliable and Consistent Products
60 min
Jul 21, 2026 6:00 PM
Virtual (Zoom)
In this video
What you'll learn
Build a Robust AI Evaluation Framework
Move from one user to diverse data, use a 'living' Golden Set for regression, and utilize metrics beyond just accuracy
Evaluate Different Types of AI Output
Run evals for agent skills, AI products or any kind of system where a generative model is producing an output
Implement Continuous Evaluation and Avoid Pitfalls
Automate evaluation as a continuous process. Use LLMs for qualitative checks and avoid pitfalls
Why this topic matters
Most AI features fail not because of bad models, but because of bad evaluation.
Personal and work-related AI systems need systematic evaluation - and AI product builders need to understand how to spec it, measure it, and improve it.
You'll learn the eval loop: define "good" -> build your Golden Set -> choose your eval type -> automate & iterate.
You'll learn from
Anshumani Ruddra
Product Leader and Super IC at Google
