A groundbreaking study has emerged, demonstrating the potential of artificial intelligence to revolutionize the way we conduct investigative interviews with children. The study, which is documented in the peer-reviewed journal PLOS ONE, highlights the collaboration between a collective of researchers from various prestigious institutions, including New York University Shanghai and Åbo Akademi University in Turku, Finland. This research stands as a pioneering effort, delving into AI’s effectiveness when applied to forensic interviewing, a domain characterized by its complexity and sensitive nature.
The study cast a spotlight on the capabilities of a Large Language Model (LLM), specifically ChatGPT, in comparison to untrained human interviewers. The crux of the research was to analyze if AI-driven interviews could enhance the accuracy and reliability of children’s eyewitness accounts. A total of 78 children, aged between six and eight years, participated in this experimental setup, where they first observed videos depicting events that contained potential for misinterpretation.
In an effort to gauge the efficacy of AI in eliciting accurate accounts, the researchers devised structured interviews where questions were either generated by ChatGPT or posed by human interviewers who lacked specialized training in child interviewing techniques. The primary focus was to assess which approach yielded more accurate and detailed recollections of the events watched by the children. This focus is crucial, given the ongoing challenges associated with the inherent suggestibility of young children during investigative interviews.
ChatGPT’s performance was illuminating. Its AI-generated questions closely adhered to established best practices in child interviewing. Unlike human counterparts, who often reverted to closed-ended inquiries, ChatGPT utilized open-ended prompts, such as “Tell me what happened,” effectively encouraging children to elaborate on their recollections. This approach aligns with cognitive interview techniques that emphasize the importance of open dialogues, facilitating a deeper exploration of the child’s memory while minimizing the likelihood of leading them towards inaccurate or fabricated narratives.
Throughout the interviews, the findings illustrated that while human interviewers overwhelmed the children with a greater number of questions, the AI system outperformed its human counterparts in quality. The questions crafted by ChatGPT not only mirrored professional guidelines but also prompted an influx of correct information per question posed. This fact highlights a significant advantage: the AI-generated inquiries produced less erroneous information overall, an essential factor when the accuracy of testimonies can carry substantial weight in judicial processes.
Interestingly, it was observed that most of the children remained blissfully unaware that the questions were generated by an AI. Instead, they perceived the inquiries as coming from a human, which speaks volumes about the natural flow and engaging nature of the interaction powered by ChatGPT. This aspect suggests that with the right framework, AI can seamlessly integrate into sensitive environments without children feeling alienated or intimidated by the technology.
Pekka Santtila, the lead researcher on the study, underscores the potential role of AI as a supportive tool for human interviewers. He asserts that such integration could significantly enhance the quality and efficacy of investigative interviews with children, especially in scenarios where there is limited access to trained professionals. The implications of this research are profound as they suggest a future where AI could serve as an indispensable partner in gathering reliable witness accounts from children and improving the overall integrity of the forensic process.
Despite the promising findings, exceptions and precautions have been highlighted within the study. The authors urge caution, emphasizing that while the results indicate the potential of AI in child interviews, it is critical to conduct further research. Future studies are slated to delve deeper into how AI can aid real-time interviews that engage with more intricate and emotionally charged scenarios. The challenges inherent in such environments demand that any technological assistance must be carefully tailored to uphold the well-being and psychological safety of child witnesses.
In a broader context, the continuous advancements occurring in the realm of AI and machine learning broaden the horizon for LLM applications. The study advocates for not only technological advancement but also cross-disciplinary collaboration. By integrating insights from psychology, pedagogy, and artificial intelligence, the development of more refined and effective AI tools tailored for forensic and legal domains could be on the horizon.
This transformative research highlights a critical juncture where technology intersects with child welfare and legal integrity. With a focus on training AI systems to understand and navigate the emotional landscapes of children, there is a genuine opportunity to foster environments where children are empowered to share their experiences in a safe, supportive manner. As society continues to grapple with the implications of technology in sensitive areas, the findings from this study pave the way for advocating a responsible and ethical integration of AI into critical human-centered processes.
As we look forward to such advancements, this study stands as a testament to the necessity of research in navigating the complexities associated with child interviews. The ongoing evolution in AI technology presents new paradigms under which we could conceive child-centric policies and practices that not only aim for accuracy but also prioritize the dignity and safety of the young witnesses involved. The implications of this study extend beyond mere technological innovation, inviting a reassessment of how we approach the critical task of eliciting evidence in child welfare cases.
The collaborative effort exhibited in this research establishes a foundation upon which to build future endeavors. The vision for AI’s role in forensic child interviewing is not merely aspirational but increasingly realistic as interdisciplinary research continues to break new ground. The potential applications of LLMs in such sensitive environments foreground the need for a proactive approach, emphasizing ongoing dialogue between technologists, psychologists, and law enforcement to create solutions that adhere not just to accuracy metrics but also to the overarching principles of justice and care for the vulnerable.
As researchers and practitioners alike contemplate the ethical implications of employing AI in child interviews, the necessity for transparency and accountability becomes paramount. Establishing robust frameworks for integrating AI technology in forensic settings demands a careful consideration of the moral responsibilities we hold towards the young individuals participating in these processes. The journey ahead is intricate yet filled with promise, and this study represents a crucial leap toward realizing a better synergy between human skills and technological prowess in the pursuit of justice.
Subject of Research: People
Article Title: Comparing the performance of a large language model and naive human interviewers in interviewing children about a witnessed mock-event
News Publication Date: 28-Feb-2025
Web References: http://dx.doi.org/10.1371/journal.pone.0316317
References: Sun, Y., Pang, H., Järvilehto, L., Zhang, O., Shapiro, D., Korkman, J., Haginoya, S., & Santtila, P. (2025). Comparing the performance of a large language model and naive human interviewers in interviewing children about a witnessed mock-event. PLOS ONE, 20(2), e0316317.
Image Credits: [Not Applicable]
Keywords
AI, child interviews, forensic psychology, investigative interviewing, artificial intelligence, eyewitness testimony, child welfare, emotional intelligence.
Tags: AI-enhanced investigative interviewsartificial intelligence in forensic interviewingChatGPT in child interviewschild psychology and technologychildren’s eyewitness testimony accuracycollaboration in psychological studiesethical considerations in AI interviewsimproving accuracy in witness accountsinnovative research in child testimonyinterdisciplinary research in AI and psychologyLarge Language Model applications in researchpeer-reviewed research on AI
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