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

Nhat-Minh Nguyen

Are AI agents tools, co-authors, or researchers? We present a quantified case study ($N=1$): a physicist supervising an AI coding agent (Claude Code, Sonnet and Opus models) over 1…