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arXiv cs.AI / cs.LG / cs.CL6d ago

Retrieved PHREEQC output lowers GPT agent accuracy on fixed simulations

GPT-5.1 and GPT-5.2 lose 11.3 and 7.9 points via a section index, while two Claude models show no detectable drop.

llm-agents tool-use

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Hugging Face daily papers7d ago

Retrieved PHREEQC reports cost some GPT agents accuracy

GPT-5.1 and GPT-5.2 lost 11.3 and 7.9 points reading reports via a section index; Claude models did not.

llm-agents tool-use

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