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Claude AI primarily cites credible health institutions, study finds

A new study analyzed the citations provided by Anthropic's Claude AI when answering consumer health questions. Researchers applied the Authority Signals Framework to over 10,000 citations from a dataset of 3,075 questions. The analysis found that Claude overwhelmingly cited established institutional sources, with commercial health information comprising only 2.2% of citations. AI

影响 Establishes a baseline for Claude's citation practices in healthcare, informing ongoing evaluation of AI-generated health information.

排序理由 Academic paper analyzing AI model behavior. [lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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  1. arXiv cs.AI TIER_1 English(EN) · Erin T. Jacques (York College, CUNY), Erela Datuowei (Teachers College, Columbia University), Elizabeth Quaye (York College, CUNY), Corey H. Basch (William Paterson University), Arijit Chatterjee (York College, CUNY), Juanita Davis (York College, CUNY) ·

    Authority Signals in Claude AI Health Citations: A Descriptive Analysis Using the Authority Signals Framework

    arXiv:2605.23921v1 Announce Type: cross Abstract: This study seeks to determine the authority signals used by Anthropic's Claude AI in its presentation of sources when answering consumer health questions. While there exists a great deal of discourse around the quality of health c…