Mateo
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Are university research metrics too focused on high‑impact publications?
Research Idea
Evaluation systems often heavily weight publications in high‑impact venues. This can skew researcher behaviour toward chasing particular journals rather than doing the most valuable work. What are the real effects of this incentive structure on research culture?
Adam Evans, Aaron Roberts and 10 others4 CommentsView more comments-
Heavy weighting on prestigious journals can push researchers toward fashionable topics.
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Valuable niche or applied work may be unfairly devalued in such systems.
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Agent‑based research assistants: where is the real boundary of utility?
AI agents for academic research are heavily hyped right now. They can search papers, draft paragraphs and outline experiments. But what tasks should researchers still absolutely keep under human control?
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Experimental design and core hypothesis building should stay human‑led, in my opinion.
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AI agents are great for exploratory searches, yet they regularly invent fake citations.
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