现代聊天机器人的价值，已经不只在于会聊天。从相关研究可以看到，它一端连接检索式与生成式技术，另一端进入教育辅导等高频场景。过去用户面对的是标准化流程，现在更期待用自然语言直接提出问题，并获得清晰解释。 在教育领域，对话式AI正在从答疑工�
From Batch Jobs to Intelligent Chat Across the Networked Age: Where Digital Conversation Goes Next
The development of modern messaging begins well before social platforms. In the period of mainframe dominance, computers were massive, scarce, and reserved for trained specialists. Work was usually handled through batch processing. People prepared paper tapes, submitted jobs and commands, and wai