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Paper

Position: Prioritize Identifying Structure, Not Complex Models, for Scientific Discovery

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AI summary

arXiv:2606. 02632v1 Announce Type: new Abstract: Modern Machine Learning (ML) and Artificial Intelligence (AI) models, especially large language models (LLMs), are increasingly used to generate scientific hypotheses and mechanistic explanations from observational data.