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On August 5, 2026, IEEE Spectrum published an article discussing the role of artificial intelligence in academic writing. The article raised the core question: Should researchers shift their focus from writing papers for humans to generating content for AI models? The article noted that with the improvement of large language model capabilities, AI can now independently produce high-quality initial drafts of papers, sparking widespread discussions in academia regarding author identity, academic integrity, and the revaluation of research value.
5 月，来自约两 dozen 所顶尖大学及科技公司的 37 名研究人员在 ArXiv 发表论文《The Last Human-Written Paper》，主张科学家应停止撰写传统论文。该研究提出“原生 Agent 研究制品（ARA）”格式，旨在适应 AI 作为自主贡献者而非辅助工具的角色转变，并呼吁构建围绕 Agent 的基础设施。主笔 Jiachen Liu 于 2025 年获得密歇根大学计算机科学博士学位，同年 5 月与同事共同创立了位于加州帕洛阿尔托的"Agent Native Research Lab"。Liu 指出，随着大语言模型已具备本科甚至博士水平的知识储备，人类在科研中的价值将受限，AI 需进化为独立参与者，而 ARA 协议是实现这一转变的第一步。该提案已获得来自行业及学术界的多方面积极反馈…