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AI disclosure in news needs better visualization, reader trust

Two new research papers explore the challenges of disclosing AI usage in news production. The first paper, focusing on journalistic processes, found that simple labels are insufficient and developed visualization prototypes to better represent human-AI collaboration, noting that visualizations can inadvertently alter perceptions of AI's role. The second paper highlights that current disclosure methods, whether brief labels or detailed explanations, fail to build reader trust and can even create a "transparency dilemma." It suggests that readers prefer interactive, user-agency-centered designs for AI disclosures. AI

IMPACT Better AI disclosure methods could increase reader trust and adoption of AI in newsrooms.

RANK_REASON Two academic papers published on arXiv discussing AI disclosure in journalism.

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 3 sources. How we write summaries →

COVERAGE [3]

  1. arXiv cs.AI TIER_1 English(EN) · Amber Kusters, Pooja Prajod, Pablo Cesar, Abdallah El Ali ·

    More Human or More AI? Visualizing Human-AI Collaboration Disclosures in Journalistic News Production

    arXiv:2601.11072v1 Announce Type: cross Abstract: Within journalistic editorial processes, disclosing AI usage is currently limited to simplistic labels, which misses the nuance of how humans and AI collaborated on a news article. Through co-design sessions (N=10), we elicited 69…

  2. arXiv cs.AI TIER_1 English(EN) · Pooja Prajod ·

    Designed by Journalists, but Is It for Readers? Rethinking AI Disclosures and Transparency in News

    arXiv:2606.11116v1 Announce Type: cross Abstract: As newsrooms integrate generative AI, journalists face a disclosure challenge: how to communicate AI involvement in ways that maintain reader trust. Current practice offers two approaches: brief one-line labels or detailed disclos…

  3. arXiv cs.AI TIER_1 English(EN) · Pooja Prajod ·

    Designed by Journalists, but Is It for Readers? Rethinking AI Disclosures and Transparency in News

    As newsrooms integrate generative AI, journalists face a disclosure challenge: how to communicate AI involvement in ways that maintain reader trust. Current practice offers two approaches: brief one-line labels or detailed disclosures specifying human oversight, editorial account…