Tier 2: Specialist
Reasoning-Trace Evaluation
Evaluate chain-of-thought and multi-step reasoning outputs for step-level correctness, coherence, and conclusion faithfulness.
Learning Outcomes
What You Will Learn
Curriculum
Course Modules
Chain-of-Thought Structure
Anatomy of a reasoning trace and where it can fail.
Step-Level Labelling
Labelling individual steps as correct/incorrect/irrelevant with spans.
Reasoning-Trace Practice
Practice step-level labelling and first-error identification.
Reasoning-Trace Assessment
Terminal assessment with first-error identification across domains.
Sneak Peek
Course Preview
Chain-of-Thought Structure Modern reasoning models emit explicit step-by-step traces before (or alongside) a final answer. Evaluating these traces is a distinct skill from rating the final answer.
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