Generative AI is rapidly reshaping expectations for instruction, administration, and school governance. Yet the fundamental question facing educators is not merely "whether to use AI," but how to make technology respond to school needs, support teacher professionalism, and genuinely improve student learning. CommonWealth Magazine hosted the AI Education Forum, inviting Prof. Chang Yi-Hua from the Department of Education at National Chengchi University to deliver a keynote titled "Smart Campus Practice: The Landing Path of AI Technology in Educational Settings." Engaging with nearly 80 K-12 principals, Prof. Chang outlined an actionable blueprint for smart campuses spanning principal technology leadership, team collaboration, and AI governance.
During the forum, Prof. Chang Yi-Hua utilized HiTeach to collect real-time responses from principals and guests, generating an AI word cloud on the spot. As keywords like "AI," "Campus," "Education," "Learning," and "Teachers" gradually gathered on the large screen, attendees saw not only their own ideas but also the collective focus of educational leaders on smart education. This real-time interaction transformed what would have been a one-way lecture into a collective, feedback-driven dialogue on education.
Prof. Chang pointed out that a smart campus is neither about hardware upgrades nor simply increasing the usage volume of AI tools. Genuine transformation occurs in how a school thinks, collaborates, makes decisions, and leverages technology to support learning. When introducing AI, principals and their teams should first address the most fundamental questions: What does the school wish to improve? Will technology be applied in instruction, administration, or learning support? Are teachers adequately prepared? How should risks concerning data, ethics, and bias be managed?
Prof. Chang emphasized that the priority of technology integration should be "Ask questions first, then choose tools." Without clarifying the school's educational problems and usage scenarios, even the most advanced tools may dwindle into one-time showcases. Conversely, when schools start from their vision and systematically evaluate staff, resources, risks, and evidence of effectiveness, technology can truly become a lever to elevate teaching quality and administrative efficiency.
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Within the context of principal technology leadership, Prof. Chang proposed the i-VISA framework, stressing that leaders must balance interpersonal communication, vision & planning, infrastructure & technical support, staff development & training, as well as assessment, evaluation, & research.
The core of i-VISA is not that the principal must personally become a technical expert, but rather be able to establish a shared direction, judge priorities for technology integration, and create conditions for the team to continually experiment, revise, and grow. When principals contextualize technology within the school's vision and student learning, digital transformation ceases to be mere equipment procurement or workshop activities—it becomes a sustainable engine for school development.
Prof. Chang described the rhythm of tech leadership as "Clear Direction, Effective Execution, Continuous Improvement." Leaders first establish a vision, support team practice through policies and resources, and continuously make adjustments based on frontline feedback to progressively build a genuine smart campus.
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While i-VISA focuses on how principals set direction, i-TEAMS highlights how schools build a technology leadership team equipped with shared goals and action. Prof. Chang noted that smart campus implementation cannot rely solely on a few IT personnel or passionate teachers; instead, cross-departmental and cross-domain collaborative mechanisms should be established to involve academic affairs, student affairs, administration, IT, and teacher communities.
Under the i-TEAMS framework, schools must progressively strengthen IT infrastructure, instructional tech support, teachers' digital competencies, team collaboration, and professional growth, while establishing a continuous improvement cycle through feedback and experience sharing. This implies that technology integration should not remain isolated within a single classroom or individual teacher's innovation, but be transformed into a school-wide capability for collective learning, sharing, and accumulation.
The HiTeach interaction at the forum was a concrete demonstration of this collaborative spirit. When principals expressed their views via real-time answering, and AI word clouds visualized the collective feedback, technology served as a medium to facilitate dialogue, understand differences, and forge consensus.
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Facing the accelerated entry of AI into education, Prof. Chang further introduced the Ai-TEAMS framework, reminding schools that before expanding AI adoption, they must simultaneously establish AI ethics & governance, infrastructure integration, EdTech environment, teacher digital empowerment, team professional development, and reflection & sharing mechanisms.
AI can assist teachers in lesson preparation, provide learning support, organize administrative information, and analyze data. However, the stronger the tech capabilities, the clearer the boundary of responsibility must be. Schools should consider what data can be used, how to protect personal privacy, how to identify AI bias, and how to preserve the ultimate decision-making authority of teachers and educational professionals.
Therefore, the success of AI integration depends not on how many platforms or tools are adopted, but on whether a governance mechanism balancing innovation, risk management, and educational values is established. When teachers have support, teams have shared norms, and schools have clear decision-making processes, AI can evolve from scattered applications into a steady supporting force for the educational frontline.
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On the overall blueprint of a smart campus, Prof. Chang used the i-LEADER+ framework to propose six core dimensions: Smart Learning, Smart Teaching, Smart Health, Smart Administration, Smart Environment, and Smart Green Energy, while incorporating "4 PLUS" thinking: Pedagogy, Literacy, Ubiquitous learning environments, and System integration.
This framework emphasizes that a smart campus is not a single system or project, but an ecosystem composed of instruction, administration, environment, and governance. Schools can choose starting scenarios based on their own needs, such as starting from collaborative lesson prep, student learning support, administrative workflow improvement, or campus environmental management, scaling up after accumulating experience from small-scale trials.
Prof. Chang also illustrated through various school case studies that when principals lead their teams and teachers in continuous co-preparation and reflection, using data feedback as a basis for decision-making, technology can gradually integrate into daily school administration and classroom settings, supporting more precise and responsive educational practices.
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Through Prof. Chang Yi-Hua's insights and HiTeach live interaction, the CommonWealth AI Education Forum enabled participating principals to reflect on educational leadership in the AI era based on real-time feedback. The AI word cloud on the big screen was not just a technology demonstration, but a mirror reflecting the shared expectations of frontline educators for campus transformation, teacher support, student learning, and institutional governance.
From i-VISA's technology leadership, i-TEAMS' team collaboration, Ai-TEAMS' AI governance, to i-LEADER+'s integrated smart campus framework, the roadmap proposed by Prof. Chang points to the same core: technology must serve educational vision, and the key to a smart campus lies in whether leadership, team, policy, and data can operate in harmony.
CommonWealth Magazine continues to bring together the experiences and perspectives of educational leaders and cross-field partners through the AI Education Forum, creating possibilities for dialogue and action on the educational frontline. When technology is placed into the right educational questions and driven jointly by principals and their teams, AI ceases to be just a future trend—it becomes a steady force supporting every school moving forward.