mlsanityData to 7 Oct 2026

"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

arXiv 2409.12000 ↗First posted 18 Sep 2024cs.HC cs.CY cs.LGcited by 5

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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

  1. 2020How do Data Science Workers Collaborate? Roles, Workflows, and Toolscited by 64
  2. 2023Bias of AI-Generated Content: An Examination of News Produced by Large Language Modelscited by 38
  3. 2022Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practicecited by 30
  4. 2023Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Servicescited by 29
  5. 2023Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practicecited by 15
  6. 2023Understanding Practices around Computational News Discovery Tools in the Domain of Science Journalismcited by 7
  7. 2023NewsDialogues: Towards Proactive News Grounded Conversationcited by 5
  8. 2024AI as a Tool for Fair Journalism: Case Studies from Maltacited by 4

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2025: 3; 2026: 2.

5 papers.