The story of chat systems begins far earlier than AI assistants. In the period of mainframe dominance, computers were large, institutional, and reserved for trained specialists. Work was usually handled through batch processing. People prepared punched cards, submitted jobs and commands, and waited for a report to return finished calculations. This