本論 (Body): Institutional Governance and Policy Integration for Mandatory AI Literacy
Establishing mandatory artificial intelligence literacy requirements across Japanese universities ensures that all undergraduates acquire baseline technical competence and critical discernment regardless of their major. Systematic integration of AI literacy into degree requirements fosters responsible engagement with emerging technologies, directly reinforcing pedagogical integrity and ethical accountability across diverse disciplines (Encyclopedia, 2025). Furthermore, targeted curricular frameworks demonstrate that structured educational interventions effectively cultivate professional literacy and bridge disparate fields, proving that specialized digital training is transferable beyond computer science departments (Healthcare Workforce Intervention, 2024). Critics argue that standardizing mandatory AI competencies risks overburdening non-technical degree programs and diluting disciplinary focus through generic instructional mandates. However, institutional policy initiatives illustrate that embedding generative technology governance within academic literacy frameworks enhances foundational analytical and writing capabilities rather than displacing specialized study (Academic Literacy Policy, 2024). A standardized graduation standard does not impose an inflexible computing syllabus; instead, it establishes transparent benchmarks for algorithmic awareness, data privacy, and ethical utilization. By treating artificial intelligence literacy as an essential pillar of general education, Japanese higher education institutions effectively balance technological proficiency with intellectual rigor, ensuring equitable graduate preparedness across all academic sectors.