Physics Is All You Need? A Case Study in Physicist-Supervised AI Development of Scientific Software

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Summary

Researchers presented a case study where a physicist supervised an AI coding agent to build a differentiable one-loop perturbation theory module in JAX over 12 work days and 57 sessions.

Why it matters

The study explores the potential of AI agents as tools or co-authors in scientific software development.

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