"It Might be Technically Impressive, But It's Practically Useless to us": Motivations, Practices, Challenges, and Opportunities for Cross-Functional Collaboration around AI within the News Industry
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Abstract (arXiv)
Recently, an increasing number of news organizations have integrated artificial intelligence (AI) into their workflows, leading to a further influx of AI technologists and data workers into the news industry. This has initiated cross-functional collaborations between these professionals and journalists. Although prior research has explored the impact of AI-related roles entering the news industry, there is a lack of studies on how internal cross-functional collaboration around AI unfolds between AI professionals and journalists within the news industry. Through interviews with 17 journalists, six AI technologists, and three AI workers with cross-functional experience from leading Chinese news organizations, we investigate the practices, challenges, and opportunities for internal cross-functional collaboration around AI in news industry. We first study how these journalists and AI professionals perceive existing internal cross-collaboration strategies. We explore the challenges of cross-functional collaboration and provide recommendations for enhancing future cross-functional collaboration around AI in the news industry.
Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Builds on 8 of its 113 references that are in the map. First posted on arXiv 18 Sep 2024.
Builds on
8 of 113 references.
References · 8
- 2020How do Data Science Workers Collaborate? Roles, Workflows, and Toolscited by 64
- 2023Bias of AI-Generated Content: An Examination of News Produced by Large Language Modelscited by 38
- 2022Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practicecited by 30
- 2023Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Servicescited by 29
- 2023Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practicecited by 15
- 2023Understanding Practices around Computational News Discovery Tools in the Domain of Science Journalismcited by 7
- 2023NewsDialogues: Towards Proactive News Grounded Conversationcited by 5
- 2024AI as a Tool for Fair Journalism: Case Studies from Maltacited by 4
Built on by
Citing papers per year: 2025: 3; 2026: 2.
5 papers.
- 2025"Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalismcited by 10
- 2025Customer Service Representative's Perception of the AI Assistant in an Organization's Call Centercited by 1
- 2025Bridging Cultural Distance Between Models Default and Local Classroom Demands: How Global Teachers Adopt GenAI to Support Everyday Teaching Practicescited by 0
- 2026AI in the Workplace: The Impact of AI on Perceived Job Decency and Meaningfulnesscited by 0
- 2026What We Know about Responsible AI Practices in Industry: A Half Decade of Empirical Researchcited by 0
- 2026What We Know about Responsible AI Practices in Industry: A Half Decade of Empirical Research11 Aug 2026
- 2026AI in the Workplace: The Impact of AI on Perceived Job Decency and Meaningfulness27 May 2026
- 2025Bridging Cultural Distance Between Models Default and Local Classroom Demands: How Global Teachers Adopt GenAI to Support Everyday Teaching Practices13 Sep 2025
- 2025Customer Service Representative's Perception of the AI Assistant in an Organization's Call Center1 Jul 2025
- 2025"Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalism28 Jan 2025