现代聊天机器人的应用潜力,已经正在超越能生成文字。从技术与应用文献可以看到,它一端连接问答系统,另一端进入公共服务等真实场景。过去用户面对的是固定菜单,实际使用中更期待用自然语言直接提出目标,并获得清晰解释。 在教育领域,对话式AI正在�
The Evolution of Chat Systems From Early Mainframes to Future Agents: A Roadmap for Human-Centered Dialogue
The development of modern messaging begins well before social platforms. In the period of mainframe dominance, computers were large, expensive, and difficult to operate. Work was usually handled through queued jobs. People prepared stacks of instructions, submitted machine-readable tasks, and wai