Tag: vocational education
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When Answers Become Abundant, Learning Evidence Must Change
Generative AI can improve assisted performance while concealing weaker learning. SIGNAL 004 examines how visible thinking, calibrated assistance, feedback and application under changed conditions can strengthen evidence of learner capability.
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The Translation Layer
A field note on AI as a translation layer for vocational education, micro-credentials, learner records and capability infrastructure in New Zealand.
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AI, Assessment, and the Growing Capability Trust Problem
Generative AI didn’t suddenly break assessment systems. It exposed fragile assumptions around evidence, authorship, and capability trust already present in tertiary education.
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TAPA GPT on PATHWAYS AWARUA — Your AI Kaitiaki for the Tapatoru Programme
Introducing TAPA GPT — the AI kaitiaki for the Tapatoru Framework. Supports vocational tutors with culturally grounded, reflective, inclusive teaching.
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AIHOA Kaiārahi: Your AI Companion for Aotearoa Educators
AIHOA Kaiārahi is the newly updated AI companion for Aotearoa’s tertiary educators — offering support for teaching, assessment integrity, cultural alignment, ethics, and organisational leadership. This release replaces the earlier Ako Aotearoa version and links directly with the new AI Fluence modules on Pathways Awarua.
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The Future is Here: AI-Native Assessment in NZQA
Discover how NZQA (and we) can lead with AI-native assessment. Explore a two-layer strategy—educator PLD and learner redesign—for an AI-rich future.
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Embedding Literacy and Numeracy in Apprenticeships: Timely Lessons from ATNZ and ALEC GPT
“Embedding literacy and numeracy in Apprenticeships isn’t extra — it’s already in the mahi. See how ATNZ apprentices bring learning to life with ALEC GPT and the 7 Steps guide.”
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The Loss of Ako Aotearoa: What It Means for New Zealand’s Tertiary Education Sector
Ako Aotearoa faces closure after TEC funding cuts. What does this loss mean for NZ’s tertiary education sector and the future of teaching excellence?
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AI Skills Strategy New Zealand: Beyond Policy into the Real Spine of Learning
An AI Skills Strategy New Zealand needs must be rooted in vocational learning, braided funding, and sovereignty—not just high-level policy.
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New Zealand AI Strategy Needs Teeth: Vocational Education at the Crossroads
The New Zealand AI strategy names the values—but where is the infrastructure? Vocational education stands at a critical crossroads. This post explains why.