Big consequencesWhen traditional video security systems layer AI on older infrastructure, false alerts and performance issues arise. Alerts and missed detections are not just technical hiccups, but risks that can have devastating consequences. Shou points to a recent case where a school surveillance system, which used an AI add-on for gun detection, misidentified a harmless object for a weapon, setting off an unnecessary police response.“Every mistake, whe