PLACEHOLDER ARTICLE ROUTE
This article route is live so the new insights hub ships with real internal navigation, route-level metadata, and non-broken card links. Final long-form copy can now drop in without changing the page structure.
What this piece will cover
KEY POINT 1
How a clean model can still become unsafe through contaminated retrieval.
KEY POINT 2
Why source ranking and chunk hygiene matter as much as embedding quality.
KEY POINT 3
What to include in an audit for knowledge-base trust boundaries.