Tag: capability building
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Who Participates in an Intelligence Economy, and on What Terms?
Participation in an intelligence economy depends on who can access AI capability, shape governance, build with it, and protect cultural, educational, and economic agency. This post examines intelligence as infrastructure and asks what terms of participation communities should insist on.
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The Capability Gap: Why AI Adoption Isn’t the Same as AI Readiness in Education
AI adoption has moved faster than human capability. The result isn’t failure — it’s instability. The real work now is building professional judgment, literacy, and confidence so governance can take shape.
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After the Reaction Phase: AI Governance in Education
The AI reaction phase is over. The real work is no AI governance in education, judgment, and professional capability — not panic, hype, or policy alone.
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ISTE 2025 San Antonio: Part III — The Return and What the Trip Set in Motion
Returning from ISTE 2025 San Antonio clarified the real work ahead — building systems and capabilities for learning in an AI-shaped world.
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What Actually Happened in San Antonio: Why I Went to ISTE 2025 – Part II
ISTE 2025 wasn’t defined by a single keynote or breakthrough moment. It was a slow saturation — a week immersed in conversations, tools, and quiet realisations that reshaped how I think about AI, education, and scale. This is what actually happened in San Antonio, and why the real transformation began after I returned home.
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Inside the Pipeline: How NZQA Micro-Credential Approvals Really Work
The NZQA micro-credential approval process is more complex than it looks. From WDC endorsements to Criterion 2 evidence, here’s how to navigate the pipeline — and avoid the most common mistakes.
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The Rise of Micro-Credentials: From Pilot to Platform
From zero in 2018 to nearly 455 by late 2024, micro-credentials have become the fastest-growing part of New Zealand’s tertiary system. Here’s what’s driving the rise — and what gaps remain.
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The Turning Point: Ako Aotearoa’s Likely Closure and the Rise of Micro-Credentials
With TEC funding withdrawn and disestablishment on the table, Ako Aotearoa’s likely closure leaves a capability gap. Micro-credentials offer the sector’s clearest path forward.

