I don't think it's improper management, I think management knows exactly what product they were putting out.

The problem is marketing and severely exaggerating what these devices are and can do thanks to all of the noise about "AI" recently.

This is a clear miscommunication (or intentional miscommunication) internally about what this thing actually is.