August 19, 2025Open Access

Human-AI Learning: Architecture of a Human-agenticAI Learning System

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Exploratory study proposes a framework for AI to support co-creative learning processes in education, enhancing assessment.

The proposed human-agentic AI learning model enhances collaborative education, integrating advanced AI techniques to improve learning outcomes.
This framework includes both AI assistants for learners and an AI tutor, coordinating personalized and adaptive learning experiences.
Observation of current AI implementations reveals gaps that this innovative architecture aims to bridge, particularly in formative assessment.
The model demonstrates potential beyond universities, showing adaptability to various educational settings while promoting 21st Century skills.

Peter Williams (2025) studied this question.

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