ECS8060: AI Engineering
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Lecture 3: Problem Framing, Evaluation, and Model Selection

Lecture 3 · June 10, 2026

Readings

  1. Holistic Evaluation of Language Models
  2. What We’ve Learned From A Year of Building with LLMs
  3. Your AI Product Needs Evals
  4. Instruction-Following Evaluation for Large Language Models