An AI in the Triad: A Conceptual Model for Augmenting Collaborative Idea Construction with Generative AI

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Authors: Siaw Hai Ng
Cited by: 2

Abstract

The integration of Generative AI (GenAI) into educational settings necessitates a paradigm shift for collaborative learning, as established frameworks remain undertheorized for non-human agents. Extending the empirically grounded Collaborative Idea Construction (CIC) model and its stable peer roles (MKP, PA, DP), this paper proposes the AI- Enhanced CIC (AI-CIC) framework. GenAI is conceptualized as a novel 'Peer Apprentice' rather than a simple tool. This intervention reshapes human social architecture, transforming the Peer Assistant into an 'AI Validator' and elevating the More Knowledgeable Peer to a 'Metacognitive Facilitator.' Consequently, the collaborative workflow is hypothesized to become more linear. The AI-CIC model offers a theory-driven framework with testable propositions regarding emergent socio-technical roles and workflow shifts. It provides a foundation for future empirical research and informs pedagogical strategies for facilitating critical human-AI interaction.

Fields of Study & Subjects

Innovative Teaching and Learning Methods Intelligent Tutoring Systems and Adaptive Learning AI in Service Interactions

Publication details

Journal / source
Journal of Education and Learning Research
Publisher
Yayasan Global READ Center
Volume
3
Issue
2
Pages
64–71
Publication date
10 February 2026