AINeutralarXiv – CS AI · 6h ago6/10
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Editorial Alignment: A Participatory Approach to Engaging Editorial Expertise in LLM-mediated Knowledge Dissemination
This academic paper presents a framework for 'editorial alignment' that enables human editors to participate in reshaping how large language models deliver information, ensuring LLM interfaces conform to institutional editorial standards rather than commercial developer values. Researchers conducted design workshops with a Nordic public knowledge institution to implement an LLM-enabled encyclopedia interface, positioning editorial standards as design artifacts that translate institutional values into technical alignment objectives.