Using Generative Agents to Create Tip Sheets for Investigative Data Reporting
On the map: LLM agents and tool use → Web, search, and research agents
Abstract (arXiv)
This paper introduces a system using generative AI agents to create tip sheets for investigative data reporting. Our system employs three specialized agents--an analyst, a reporter, and an editor--to collaboratively generate and refine tips from datasets. We validate this approach using real-world investigative stories, demonstrating that our agent-based system generally generates more newsworthy and accurate insights compared to a baseline model without agents, although some variability was noted between different stories. Our findings highlight the potential of generative AI to provide leads for investigative data reporting.
Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Placed in Web, search, and research agents, one of 16 directions in LLM agents and tool use. Builds on 3 of its 15 references that are in the map. First posted on arXiv 11 Sep 2024.
Builds on
3 of 15 references.
References · 3
- 2023Generative Agents: Interactive Simulacra of Human Behaviorcited by 3,500
- 2023Is GPT-4 a Good Data Analyst?cited by 69
- 2023Understanding Practices around Computational News Discovery Tools in the Domain of Science Journalismcited by 7
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Citing papers per year: 2026: 1.
1 paper.
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