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Task samples

Task samples

Task samples

Research findings from agentic work, with the trajectories and task details behind each result.

Research findings from agentic work, with the trajectories and task details behind each result.

Second Opinion · Clinical care environment

Ankle injury assessment:
where care breaks down.

Seven model configurations review the same patient record, investigate an injury, and complete care in a working clinical environment. Across 52 scored attempts, the study traces where recognizing the injury failed to translate into complete care.

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This study concerns one clinical scenario. Its scores describe completion of the declared care requirements, not general medical accuracy or performance across the environment.

Chimera · Genetic association

Finding a signal
is not enough.

Five models analyze the same genetic dataset. Inspect the corrected results, follow their recorded work, and explore the data behind each conclusion.

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Vivarium · Healthcare operations environment

Settle the primary payer. Then bill the visit.

A coordination-of-benefits assignment spanning coverage evidence, patient communication, and billing. Task specification; comparative model results are not yet presented.

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