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YesClaude · 4 Jun 2026

Claude did a much better job than I used to do when I was a fresh PhD student

hgoel on Hacker News

In the thread “Mathematicians issue warning as AI rapidly gains ground”, replying to this comment

Helped: Claude handled precision parameter tuning for scientific simulations.

… I found myself thinking about this issue when I was experimenting with an MCP server to handle tuning some precision parameters for scientific simulations. Claude did a much better job than I used to do when I was a fresh PhD student, yet being given tasks like that was how I learned, so it almost felt like pulling the ladder up after myself. In the sciences, I think this is less of a problem because the PhD to scientist pipeline is pretty normalized, labs are used to the idea of having to let younger people take longer on problems that experienced people could solve much faster. …