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GPT-5

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People are discussing that GPT-5.2 reportedly performed on par with top human reviewers in a Nature peer-review study. The focus is on evaluation results and what they suggest about GPT-5-class systems’ ability to assess scientific submissions.

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Also known as openai gpt-5·gpt 5·gpt-5.5·gpt 5.5·gpt-5.5-cyber

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Key Takeaway GPT-5.2 is claimed to match top human reviewers in a Nature peer-review study, positioning it as a strong evaluator of scientific work.
AI summary · grounded in cited sources
peer-review benchmarking GPT-5.2 evaluation human parity claims openai gpt-5 gpt 5
Positive 78/100
AI Brief

GPT-5.2 is claimed to match top human reviewers in a Nature peer-review study, positioning it as a strong evaluator of scientific work.

People are discussing that GPT-5.2 reportedly performed on par with top human reviewers in a Nature peer-review study. The focus is on evaluation results and what they suggest about GPT-5-class systems’ ability to assess scientific submissions.

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Briefing Findings · GPT-5.2 is claimed

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study outlet Nature peer review
performance claim matches top human reviewers

What to Watch

  • Look for the Nature study details (methods and metrics) in the full paper write-up. r/OpenAI
  • Check for follow-up replications or benchmarks comparing GPT-5.2 to additional reviewer cohorts.

What Changed

  • GPT-5.2 matches top human reviewers in Nature peer review study r/OpenAI
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When does the cross-family review help?

We evaluated Rubber Duck on SWE-Bench Pro, a benchmark of large, difficult, real-world coding problems drawn from open-source repositories. Here’s what we found: Claude Sonnet 4.6 paired with Rubber Duck running GPT-5.4 achieved a resolution rate approaching Claude Opus 4.6 running alone, closing 74.7% of the performance gap between Sonnet and Opus. We noticed that Rubber Duck tends to help more with difficult problems, ones that span 3+ files and would normally take 70+ steps. On these problems, Sonnet + Rubber Duck scores 3.8% higher than the Sonnet baseline, and 4.8% higher on the hardest p

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