The future of scientific research & discovery is here thanks to ML & AI!
This is new research by Jure Leskovec and his team.
"In brief
- Biomni is an AI agent “co-scientist” that can help biomedical researchers through the entire research workflow, with outputs that demand human experience and reasoning.
- The tool specializes in being able to work with prompts written in casual language, such as “Why are these patients responding differently to the drug?”
- A prototype Biomni is already in use by more than 10,000 labs, making it the most widely used AI co-scientist system in biomedicine.
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From the abstract:
"Biomedical research is increasingly constrained by repetitive, fragmented workflows that slow discovery.
We introduce Biomni, a general-purpose biomedical artificial intelligence agent that autonomously executes diverse research tasks.
To map the biomedical action space, Biomni’s action-discovery agent mines tools, databases, and protocols from thousands of publications across 25 domains, building a unified agentic environment.
Its general-purpose architecture integrates large language model reasoning with retrieval-augmented planning and code-based execution, dynamically composing workflows without predefined templates.
Systematic benchmarking shows strong generalization across heterogeneous tasks—causal gene prioritization, drug repurposing, rare-disease diagnosis, microbiome analysis, and molecular cloning—without task-specific tuning.
Real-world case studies demonstrate Biomni interpreting multi-modal datasets, optimizing protein stability, orchestrating wet-lab instruments, and generating experimentally testable protocols.
Biomni envisions artificial intelligence augmenting human scientists and accelerating discovery."
Autonomous biomedical research with an artificial intelligence agent (no public access)
Biomni: A General-Purpose Biomedical AI Agent (preprint, open access)
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