scientific computing

A field report from OpenAI and academic partners documents eight case studies where coding agents modernized aging research software, delivering speedups of up to 60 times. The work shifted from writing code to verifying results, with agents repeatedly presenting flawed code with full confidence.

OpenAI has published a field report documenting eight scientific computing projects that used its Codex coding agent — alone or alongside Anthropic's Claude Code — to reduce software build times. The report is a vendor-authored survey, not an independent study.