# Why Your Robot Safety Filter Is Too Cautious - Date: 2026-04-06 - Category: Robotics Backup CBF and Model Predictive Shielding are safe, but they sometimes intervene when they do not need to. A new University of Michigan paper explains the structural reason why and points to a fix. ---