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Bridging Pedagogy and Play: Introducing a Language Mapping Interface for Human-AI Co-Creation in Educational Game Design

arXiv 2603.03644 ↗First posted 4 Mar 2026cs.HC cs.AIcited by 0

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Abstract (arXiv)

Educational games can foster critical thinking, problem-solving, and motivation, yet instructors often find it difficult to design games that reliably achieve specific learning outcomes. Existing authoring environments reduce the need for programming expertise, but they do not eliminate the underlying challenges of educational game design, and they can leave non-expert designers reliant on opaque suggestions from AI systems. We designed a controlled natural language framework-based web tool that positions language as the primary interface for LLM-assisted educational game design. In the tool, users and an LLM assistant collaboratively develop a structured language that maps pedagogy to gameplay through four linked components. We argue that, by making pedagogical intent explicit and editable in the interface, the tool has the potential to lower design barriers for non-expert designers, preserves human agency in critical decisions, and enables alignment and reflections between pedagogy and gameplay during and after co-creation.

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References · 9

  1. 2024Large Language Models and Games: A Survey and Roadmapcited by 91
  2. 2023Level Generation Through Large Language Modelscited by 68
  3. 2022Designing Creative AI Partners with COFI: A Framework for Modeling Interaction in Human-AI Co-Creative Systemscited by 59
  4. 2015A Survey and Classification of Controlled Natural Languagescited by 18
  5. 2024GPT for Games: An Updated Scoping Review (2020-2024)cited by 10
  6. 2024Collaborative human-AI trust (CHAI-T): A process framework for active management of trust in human-AI collaborationcited by 9
  7. 2024Boosting Mixed-Initiative Co-Creativity in Game Design: A Tutorialcited by 3
  8. 2025Human-Centered AI Communication in Co-Creativity: An Initial Framework and Insightscited by 3
  9. 2025The Workflow as Medium: A Framework for Navigating Human-AI Co-Creationcited by 1

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