Understand course, Evaluation
AI Evaluation
Tell whether AI output is actually good, and run it in production.
What you will learn
- Why evaluation matters7 minWithout measurement you cannot tell whether a change made the system better or worse.
- LLM as a judge7 minUsing a model to grade model outputs at scale, with its own failure modes to manage.
- Hallucination and grounding7 minWhy models state false things confidently, and how grounding in sources reduces it.