Frontline Investigation

Sep 5, 2026 · Artificial Intelligence

Why Larger Knowledge Bases Blur AI Answer Boundaries

This article explains how expanding knowledge bases in RAG systems can degrade answer reliability due to version, permission, and context mismatches, arguing that retrieval relevance does not equal applicability, and advocating for explicit entry rules and explainability over hit rates.