policy intermediate

AI Policy and Governance

Understanding AI policy frameworks and governance in educational contexts.

📚 8 lessons
⏱️ 22m estimated
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Lesson Content

01
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Beginner

Leading AI Responsibly

This section addresses the institutional imperative for strategic AI leadership in educational contexts, examining the risks of policy absence and cultural misalignment.

02
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Beginner

Five Leadership Domains for Ethical AI Integration

This section presents a five-domain leadership framework for ethical AI integration, addressing vision articulation, capability development, and policy governance aligned with Te Tiriti obligations.

03
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Beginner

The Five Leadership Domains — A Practical Framework

This section operationalises a five-domain framework for AI leadership in educational institutions, encompassing vision and values, capability development, policy governance, infrastructure provision, and evaluation mechanisms.

04
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Beginner

Tools, Procurement, and Responsible Integration

This section establishes a values-based vetting framework for AI tool procurement in educational institutions, addressing data privacy, Māori data sovereignty aligned with Te Mana Raraunga principles, accessibility, algorithmic transparency, and institutional compatibility.

05
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Beginner

Maturity Models + Strategy Tools

This section introduces maturity models and governance frameworks for assessing organisational AI readiness, including TEQSA, Jisc, ACODE, UNESCO, and NZQA resources.

06
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Beginner

What Others Are Doing — Sector Snapshots

This section provides a comparative analysis of AI adoption approaches across education sectors in Aotearoa New Zealand, Australia, and the United Kingdom, examining responses ranging from grassroots experimentation to nationally coordinated strategies.

07
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Beginner

Institutional Reflection Prompts

This section provides structured reflection prompts for institutional leadership to assess AI readiness and identify strategic gaps, addressing visibility, policy coherence, Te Tiriti compliance, data sovereignty, and equitable implementation.

08
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Beginner

Curated Resources

This section provides a curated resource list organized across three domains: Te Tiriti and ethics, strategy and governance frameworks, and teaching practice guidance.