#participatory-ai News & Analysis

2 articles tagged with #participatory-ai. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 196/10

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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.

AINeutralarXiv – CS AI · Jun 26/10

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AI From the Margins (AIM): Rethinking Participatory AI Design Through the Lived Experience of Minoritized Communities

Researchers propose AI From the Margins (AIM), a methodological framework that centers the lived experiences of minoritized communities in participatory AI design before problem definitions are established. The approach was tested in a Dutch healthcare context through narrative elicitation, co-constructed rule-making, and policy dialogue, demonstrating that grounding AI design in community experience fundamentally reshapes project goals and outcomes.