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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…
AI Summary & Key Takeaways
- 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…
CARAT: Do Materials LLMs Reason or Recite?
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