Article

MedGenesis: Toward a World Model for Autonomous Clinical and Translational Research

2026-06-24

Abstract excerpt

<h4>SUMMARY</h4> Clinical research advances slowly because its core tasks, from evidence synthesis to mechanistic validation, remain fragmented. We present MedGenesis, a clinical artificial intelligence (AI) scientist built on a world-model reasoning loop that jointly updates a Latent Hypothesis Space and a Latent Action Space under expected information gain (EIG), uncertainty reduction (UR), and a safety prior P...

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Literature Corpus work: 1dd43062-c8c4-5ece-a3ed-b840f911c9a9
DOI: 10.64898/2026.06.14.26355612

Open publication

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