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University of Illinois at Urbana-Champaign
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Agents struggle to maintain planning accuracy in complex tool ecosystems, with GPT-5.4's performance plummeting from 51.90% to 11.36% under severe blocking conditions.
Static reports are out; BioInsight's interactive system empowers researchers to dynamically explore and refine biomedical evidence like never before.
LLMs struggle with adaptive planning, achieving only 67.75% accuracy when faced with progressively revealed world and user constraints.
