Biomni: A General-Purpose Biomedical AI Agent
Stanford University · Palo Alto Institute · +4 more institutions
Abstract
Biomedical research underpins progress in our understanding of human health and disease, drug discovery, and clinical care. However, with the growth of complex lab experiments, large datasets, many analytical tools, and expansive literature, biomedical research is increasingly constrained by repetitive and fragmented workflows that slow discovery and limit innovation, underscoring the need for a fundamentally new way to scale scientific expertise. Here, we introduce Biomni, a general-purpose biomedical AI agent designed to autonomously execute a wide spectrum of research tasks across diverse biomedical subfields. To systematically map the biomedical action space, Biomni first employs an action discovery agent…
Citation impact
- FWCI
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- Percentile
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- References
- 36
Authors
23Topics & keywords
- Computer science
- Workflow
- Repurposing
- Data science
- Task (project management)
- Artificial intelligence
- Software portability
- Human–computer interaction
- Industry, innovation and infrastructure
Funding
- SIStanford Institute for Human-Centered Artificial Intelligence, Stanford University
- NSNational Science FoundationAwards: 2327709, 1835598, 2403318, 1918940
- CZChan Zuckerberg Initiative
- NINational Institutes of Health
- GGenentech
- SBStanford Bio-X
- WTWu Tsai Neurosciences Institute, Stanford University
- NINational Institute of Neurological Disorders and StrokeAward: U01NS134358