AI Agents Can Already Autonomously Perform Experimental High Energy Physics

1. 1Access a HEP dataset and execution framework
2. 2Utilize a large language model-based AI agent like Claude Code
3. 3Provide a corpus of prior experimental literature for training
4. 4Automate event selection, background estimation, uncertainty quantification, and statistical inference

Data scientists and researchers in high energy physics can benefit from AI agents automating tasks, freeing up time for more complex analysis and decision-making

💡 Large language model-based AI agents can automate substantial portions of a high energy physics analysis pipeline

🚀 AI agents can now autonomously perform high energy physics tasks! 🤖