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AfterQuery, Department of Computational Medicine and Bioinformatics , University of Michigan
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AI agents struggle with multi-turn bioinformatics research, forgetting context and exhibiting emergent failure modes like misapplied statistical filters or answer hallucination, even with feedback.
Current spreadsheet agents are failing to meet the demands of real-world business workflows, with the best models achieving less than 35% accuracy on complex tasks.