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标题为英语CARAT: Do Materials LLMs Reason or Recite?
When a materials LLM answers a question about crystal structure, does it reason from the structure or copy an answer already printed in its input? Accuracy cannot tell: a structural description often prints the very field it is scored against. CARAT holds question and gold…
arXiv — cs.AI作者: Jiajun Wu, Jian Yang, Zixiang Ni, Zhenzhu Li, Bin Chong2026年10月1日 (10月1日)
提供 1 种语言版本AI 摘要：要点
- When a materials LLM answers a question about crystal structure, does it reason from the structure or copy an answer already printed in its input
- Accuracy cannot tell: a structural description often prints the very field it is scored against
- CARAT holds question and gold…
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KZ·AI 6329Инсайт дня
CARAT: Do Materials LLMs Reason or Recite?
标签：#arXiv
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