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Beyond the Prompt: Cultivating Intrinsic Motivation in the Generative Renaissance

Publication ,  Conference
Liu, D; Qi, X; Wang, S; Wong, KF; Zhang, L
Published in: Proceedings SIGGRAPH Asia 2025 Educator S Forum SA 2025
December 14, 2025

Generative artificial intelligence (AI) is reshaping computer graphics and interactive techniques, sparking a "Generative Renaissance"that transforms how students create, learn, and collaborate. While these tools expand access to powerful creative capabilities, they also raise critical questions for educators: How can learning remain meaningful when a prompt can generate polished code, images, or text? How can curricula shift from performance-based incentives to cultivating deep, resilient, intrinsic motivation? This panel brings together speakers from academia, industry, and policy to share innovative research outcomes, methods, and developments in the education of computer graphics and interactive techniques. Panelists will explore human-AI synergy in learning, highlighting projects that integrate generative AI into multimedia quality assessment, three-dimensional (3D) reconstruction, visual computing, language technologies, and interdisciplinary curricula. They will present strategies for project-based education that combine computational methods, aesthetic exploration, and experiential learning - including industry collaborations, fieldwork at innovation hubs, and community-engaged initiatives. Together, the panel will address key questions: ĝ€¢How can assignments reward inquiry and creativity over AI-generated polish?ĝ€¢What "power skills"such as ethical reasoning, critical inquiry, and collaboration emerge from human-AI co-creation?ĝ€¢What frameworks ensure equitable, ethical, and globally relevant adoption of generative tools in education?With moderators bridging academia and industry, this panel directly supports the Educator's Forum mission to advance innovative pedagogy in computer graphics and interactive techniques. Attendees will gain globally informed strategies to inspire intrinsically motivated learners - students who are not merely AI users, but discerning, creative collaborators in the Generative Renaissance.

Duke Scholars

Published In

Proceedings SIGGRAPH Asia 2025 Educator S Forum SA 2025

DOI

Publication Date

December 14, 2025
 

Citation

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Liu, D., Qi, X., Wang, S., Wong, K. F., & Zhang, L. (2025). Beyond the Prompt: Cultivating Intrinsic Motivation in the Generative Renaissance. In Proceedings SIGGRAPH Asia 2025 Educator S Forum SA 2025. https://doi.org/10.1145/3757372.3771849
Liu, D., X. Qi, S. Wang, K. F. Wong, and L. Zhang. “Beyond the Prompt: Cultivating Intrinsic Motivation in the Generative Renaissance.” In Proceedings SIGGRAPH Asia 2025 Educator S Forum SA 2025, 2025. https://doi.org/10.1145/3757372.3771849.
Liu D, Qi X, Wang S, Wong KF, Zhang L. Beyond the Prompt: Cultivating Intrinsic Motivation in the Generative Renaissance. In: Proceedings SIGGRAPH Asia 2025 Educator S Forum SA 2025. 2025.
Liu, D., et al. “Beyond the Prompt: Cultivating Intrinsic Motivation in the Generative Renaissance.” Proceedings SIGGRAPH Asia 2025 Educator S Forum SA 2025, 2025. Scopus, doi:10.1145/3757372.3771849.
Liu D, Qi X, Wang S, Wong KF, Zhang L. Beyond the Prompt: Cultivating Intrinsic Motivation in the Generative Renaissance. Proceedings SIGGRAPH Asia 2025 Educator S Forum SA 2025. 2025.

Published In

Proceedings SIGGRAPH Asia 2025 Educator S Forum SA 2025

DOI

Publication Date

December 14, 2025