Researchers have developed HepScript, a Domain-Specific Language (DSL) designed to facilitate human-AI collaboration in high-energy physics data analysis. This DSL abstracts complex analysis logic into a formal syntax that both human experts and AI agents can understand, significantly reducing the amount of human-written code required. In case studies, HepScript enabled AI agents to generate executable analysis specifications from literature with a high success rate, demonstrating a scalable pathway for integrating AI into scientific workflows. AI
影响 New frameworks for human-AI collaboration could streamline complex scientific research and HPC workflows, potentially accelerating discovery and deployment.
排序理由 The cluster contains two arXiv papers detailing new frameworks and languages for human-AI collaboration in scientific and HPC environments.
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