Grounded generation: keeping answers tied to evidence
A practical explanation of retrieval, source quality, citation discipline, and refusal behavior for factual assistants.
NGOUMTSOP TEUZEM Yeiayel
Data Scientist, AI Engineer and Digital Innovation Professional
Updated September 11, 2026
Table of contents
Understand the challenge
A practical explanation of retrieval, source quality, citation discipline, and refusal behavior for factual assistants. This article proposes a directly usable method with clear assumptions and practical verification criteria.
Put it into practice
At Bâtir le Pays SARL, the useful question is always how this practice improves a real decision, service, or learning outcome.

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