Speaker
Description
The integration of AI, especially Large Language Models (LLMs) and autonomous agents, is reshaping the way data-intensive research is conducted in HEP. This talk presents a vision of this transformation through Dr.Sai, a pioneering LLM-powered multi-agents system developed at BESIII. Dr.Sai interprets physicist's natural language queries, autonomously decomposes them into subtasks (e.g. data skimming, fitting), orchestrates scientific tools, and executes full physics analysis workflow with high reliability, full traceability, and reproducibility. It provides a practical and scalable blueprint for what an "AI scientist" could look like in real experimental environments.
Building on this experience, we will present IHEP's strategic roadmap for "AI+HEP", including a new AI-centric computing platform and the establishment of an open collaboration aimed at generalizing this paradigm across multiple HEP facilities. Finally we will discuss how AI can evolve from a productive tool into an active partner in scientific reasoning, outlining a human-AI collaboration to acclerate discovery in HEP and beyond.