智能聊天系统的价值，已经不再停留于会聊天。从技术与应用文献可以看到，它一端连接检索式与生成式技术，另一端进入日常陪伴等高频场景。过去用户面对的是固定菜单，现在更期待用自然语言直接提出需求，并获得连续反馈。 在教育领域，对话式AI正在从知�
From Time-Sharing Terminals to AI Dialogue In the Age of Conversational AI: From Instant Messages to Intelligent Assistants
The development of modern messaging begins far earlier than AI assistants. In the period of mainframe dominance, computers were large, institutional, and difficult to operate. Work was usually handled through delayed computation. People prepared stacks of instructions, submitted programs and data