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Vibe Researching: A PRISMA 2020 Systematic Review of Silent Failure, Reproducibility, and Competence in LLM-Assisted Research
In vibe researching, a human sets direction while LLM agents search, analyze, and draft. We mapped where its claimed benefits and risks were measured. Following PRISMA 2020, PRISMA-S, and GAMER, we searched arXiv, PubMed, a full-text corpus of PubMed Central and preprints, and the web (2019 to 2026-
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