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cs.SE2026
Strategies for Deploying AI Agents in Production at Scientific User Facilities
Ming Du, Xiangyu Yin, Michael Prince +40
Agentic artificial intelligence (AI) is moving beyond research demonstrations toward production use at scientific user facilities, including light sources, neutron sources, nanosci…
cs.AI2026
Large Language Models at the Intersection of Software Engineering and Software Security:An Evidence-Centered Structured Survey and Research Agenda
Wei Lin, Tao Zhou, Zhaofei Xie +1
Large Language Models (LLMs) are moving from code completion toward repository-scale agents that retrieve context, edit files, execute tools, and participate in security-sensitive…
cs.AI2026
The Third Restructuring of Software Form: From the Three-Tier Architecture to Storage, Models, and Agents
Wei Lin, Tao Zhou, Zhaofei Xie +1
Software form has undergone two paradigm shifts since its inception: Software 1.0, in which instructions determine behavior, and Software 2.0, in which data determines behavior (ma…