AI Syllabus Module

Module 1.11: LLM Evaluation

Design diagnostic evaluation metrics checking hallucination counts, faithfulness, and CI/CD validation checks.

Lessons & Submodules

Submodules mapping coming soon.

Key Skills

  • Construct a gold-standard dataset for prompt regression tests
  • Set up automated eval actions in CI/CD build scripts

Interview Value

  • How do you evaluate semantic faithfulness on dynamic, open-ended LLM outputs at scale?