MNT.4:3 - Forces

Sensitive alarms reveal earlier changes but can increase false positives and disruptive investigations. Averaging reduces noise while obscuring short events. More sampling can improve discrimination but burden storage, interpretation and access. The choice depends on the failure mechanism, time available for action and consequences of both missed and unnecessary responses.