Opus 4.7 matched the experimentally reported splitting pattern more often than any other tool
大多数人认为专业化学软件在预测NMR峰分裂模式方面会比通用AI模型更准确，因为这是它们的核心功能。但作者发现Claude Opus 4.7在预测氢原子NMR峰的分裂模式方面表现优于所有其他工具，包括专业软件。这表明AI模型在理解化学细微结构特征方面可能已经超越了传统专业工具。
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www.anthropic.com www.anthropic.com
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- Apr 2026
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www.scientificamerican.com www.scientificamerican.com
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I had the intuition that these problems were kind of clustered together and they had some kind of unifying feel to them. And this new method is really confirming that intuition.
大多数人认为数学问题是孤立且独特的，每个问题需要专门的解决方法，但作者认为AI的发现证实了数学问题之间存在某种统一性和关联性，这挑战了人们对数学问题独立性的传统认知。
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