Balancing Autonomy and Oversight in Language-Agent-Guided Physical Experimentation

Abstract excerpt

<title>Abstract</title> <p> The rapid discovery of new materials for energy storage, advanced computing, and other technologies requires us to remake scientific experimentation beyond the limits of human cognition and manual interaction. Most existing autonomous experimentation relies on deterministic scripts or narrowly-scoped post-hoc machine learning. Large language models offer a fundamentally different capa...

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Identifiers and source

Literature Corpus work

8fe2974b-1938-5085-90bc-b408b030f8bd

DOI

10.21203/rs.3.rs-10671592/v1