Shifting from knowledge retrieval to evidence exploration and synthesis

Nature Machine Intelligence, Published online: 01 October 2026; doi:10.1038/s42256-026-01313-w

Biomedical discovery has entered an era in which the limiting resource is no longer data, but our ability to integrate and interpret evidence. DeepEvidence, a new deep research agent, goes beyond retrieving facts and constructs explicit representations of scientific evidence.