The Interpretability Problem
Explaining model behaviour without pretending certainty
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Chapter assignment
Prepare a model explanation for a technical reviewer and a non-technical stakeholder. Show what the explanation proves and what it does not prove.
What to do now
- Separate global and local explanations.
- Name one explanation failure mode.
- Write a stakeholder-safe summary.
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