articlenpj Artificial IntelligenceAug 5, 2025DIAMOND OA

Exploring the role of large language models in the scientific method: from hypothesis to discovery

Tufts University · King Abdullah University of Science and Technology · +16 more institutions

Indexed incrossrefdoaj

Abstract

Abstract We review how Large Language Models (LLMs) are redefining the scientific method and explore their potential applications across different stages of the scientific cycle, from hypothesis testing to discovery. We conclude that, for LLMs to serve as relevant and effective creative engines and productivity enhancers, their deep integration into all steps of the scientific process should be pursued in collaboration and alignment with human scientific goals, with clear evaluation metrics.

Citation impact

43
total citations
FWCI
81.33
Percentile
100%
References
151
Citations per year

Authors

13

Topics & keywords

Keywords
  • Scientific discovery
  • Computer science
  • Psychology
  • Data science
  • Cognitive science
  • Epistemology
  • Linguistics
  • Philosophy
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