Large language models can generate custom scripts for scientific instrument control and extend into autonomous AI agents that operate equipment and refine strategies without constant human input.
Large language models for chemistry robotics
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The paper proposes a four-role framework for LLMs in scientific innovation and reviews methods, benchmarks, and limitations across Assistant, Collaborator, Scientist, and Evaluator roles.
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Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models
Large language models can generate custom scripts for scientific instrument control and extend into autonomous AI agents that operate equipment and refine strategies without constant human input.
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Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator
The paper proposes a four-role framework for LLMs in scientific innovation and reviews methods, benchmarks, and limitations across Assistant, Collaborator, Scientist, and Evaluator roles.