Microsoft calls for observable AI systems with emergency shutdown controls

Microsoft urged organizations to design artificial intelligence systems as observable, controllable infrastructure rather than opaque "black boxes," arguing that people must be able to monitor model behavior and stop it during an emergency. The company said the approach should apply to enterprise AI systems as they are tested, deployed, and connected to business data and tools.