When AI Reads Names Wrong: Why Live Events Need a Backup Plan

Glendale Community College deployed a new AI system to read graduate names at its May 15 ceremony without adequate backup. The system skipped names and mispronounced others. The incident reveals why automation in live, unrepeatable events needs safeguards: confidence settings that catch uncertainty, human verification, and staff trained to take over if the system fails.