Using Generative Agents to Create Tip Sheets for Investigative Data Reporting
<|reference_start|>Using Generative Agents to Create Tip Sheets for Investigative Data Reporting: 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.<|reference_end|>
@article{veerbeek2024using,
    title={Using Generative Agents to Create Tip Sheets for Investigative Data
  Reporting},
    author={Joris Veerbeek and Nicholas Diakopoulos},
    journal={arXiv preprint arXiv:2409.07286},
    year={2024},
    archivePrefix={arXiv},
    eprint={2409.07286},
    primaryClass={cs.AI cs.CL cs.LG}
}