Observation
Teams often reward what is easy to report instead of what actually improves the system.
Implication
Once a metric becomes the target, it starts shaping local behavior. That can create a widening gap between reported success and actual system health.
Next Step
The goal is to identify which incentive loops produce visible performance while quietly degrading trust, learning, or resilience. Those are the loops that predictive modeling should expose early.