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  "path": "/t/how-to-stop-codex-from-rushing-fixes/1382830#post_17",
  "publishedAt": "2026-06-07T00:14:41.000Z",
  "site": "https://community.openai.com",
  "textContent": "Agreed. Indeed what good science is is the bulk of my input. We are learning and improving as we go along. I’ve only been doing science for a year, and I got chucked off hugging face for a paper extrapolating from one seed that doesn’t generalise. Hence our strict at least 5 seeds rule. But it cannot be the same rules for every AI. They each have different failure points. Claude is a messy thinker like me, a theory maker, seeing patterns everywhere. He loves to socially network with other AI. Codex loves probes and toy AI, likes to just get on with it alone. So with Codex I have to remind him to consult with others, with Claude I have to check where he’s put the files, make him tidy up.",
  "title": "How to stop Codex from rushing fixes?"
}