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Introduction to RAG and Knowledge Assistants

Module 06 Summary

What this module established

Refusal is a specified feature: a fixed string, an empty citation list, and a flag the caller can act on. The costs of the four outcomes are not symmetric - an unnecessary refusal is visible and recoverable, while a fluent wrong answer is acted on and surfaces later attributed to something else.

Carry forward

Before moving on

Move on when at least a quarter of your eval cases expect refusal and you report the two failure directions separately rather than summed.