Beyond Information Retrieval: Generative AI as an Epistemic Arbiter to Enhance Collaborative Problem-Solving

A six-week quasi-experimental study involving 201 fifth-grade students investigated the impact of Generative AI (GAI) on collaborative problem-solving (CPS). The study found that GAI support led to significant differences in CPS behaviors, specifically increasing social behaviors like engagement and conflict management, while decreasing cognitive behaviors such as task planning and solution reasoning compared to a control group.

Why it matters

The findings highlight the nuanced impact of Generative AI on collaborative dynamics, indicating a shift from cognitive to social behaviors. This has significant implications for how technology is integrated into collaborative workflows and educational settings, influencing the development of both individual and group competencies.

Key insights

• GAI significantly altered collaborative problem-solving behavior distributions in fifth-grade students.
• GAI-supported groups exhibited more social behaviors, including increased engagement and conflict management.
• GAI-supported groups demonstrated fewer cognitive behaviors, specifically less task planning and solution reasoning.
• Distinct interaction patterns were observed between GAI-supported and control groups, suggesting GAI influences the sequence of interactions.

Source

arXiv — Computers and Society — https://arxiv.org/abs/2608.05171