#research-quality News & Analysis

3 articles tagged with #research-quality. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AIBearisharXiv – CS AI · May 97/10

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When AI Meets Science: Research Diversity, Interdisciplinarity, Visibility, and Retractions across Disciplines in a Global Surge

A comprehensive study reveals that while AI adoption in research has surged exponentially since 2015, the technology remains concentrated in narrow domains tied to computer science with limited epistemological transformation. The research identifies concerning patterns including higher retraction rates in AI-supported work, citation inflation, and geographic disparities in adoption across countries and disciplines.

AINeutralarXiv – CS AI · May 276/10

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CitePrism: Human-in-the-Loop AI for Citation Auditing and Editorial Integrity

CitePrism introduces a human-in-the-loop AI framework designed to assist editors and reviewers in auditing manuscript citations for relevance, accuracy, and ethical appropriateness. The system combines large language models, semantic similarity analysis, and metadata verification to flag potentially problematic citations, achieving moderate agreement with human reviewers in preliminary testing on a pavement engineering manuscript.

AIBearishArs Technica – AI · May 156/10

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Send the arXiv AI-generated slop, get a yearlong vacation from submissions

arXiv, the preprint repository for scientific papers, has implemented a policy banning AI-generated content submissions, with violators facing year-long submission bans. A moderator announced the enforcement on social media, signaling the platform's effort to maintain research integrity amid growing concerns about low-quality AI-generated submissions flooding academic repositories.