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Damian Machlanski

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#artificial intelligence Review Oct 2026

Large Language Models Extend Known Research But Do Not Create New Research Directions

The success of autonomous research systems relies on the quality of the scientific hypotheses they generate. Recent studies report that human reviewers often rate LLM-generated ideas as more novel than those from human experts, raising hope that AI can accelerate scientific discovery. Yet it is unclear whether these mo...

Zhi-Hua Liu, Kurt Butler, Damian Machlanski et al. · 0 citations

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