When the Measure Is Uncertain, the System Still Has to Decide
New Zealand’s PIAAC results show a substantial adult-skills deterioration, but…
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Reading Between the Lines: What New Zealand’s PIAAC Results Show — and What the Official Explanation Does Not Yet Establish
Working paper Author note: I previously worked within Ako Aotearoa’s…
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Orchestrated Capability: A New Model for Human–AI Work
FIELD NOTE — Orchestrated Capability Aug 20, 2026 A model…
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The Authorial Architecture
Graeme Smith explores where authorship resides when one human author…
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The Ecosystem as Instrument
When generation becomes abundant, artistic identity becomes more than a…
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AI policy isn’t the real question
Universities are rapidly rewriting their AI policies. But policy isn’t…
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The Human Operating Envelope
AI can raise attainable output faster than people and organisations…
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What is The Human Operating Envelope?
AI can accelerate production faster than people can govern and…
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When Domain Expertise Becomes Executable
AI coding agents are shortening the distance between domain expertise…
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See the Learner. Map the Task. Design the Bridge.
Embedding literacy and numeracy in vocational training starts by seeing…
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When Answers Become Abundant, Learning Evidence Must Change
Generative AI can improve assisted performance while concealing weaker learning….
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What Thinking Remains Visible?
When answers become abundant, getting the answer is no longer…
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The Passport Is Not the Point
Signal Intelligence Briefing 003 Skills passports are moving from policy…
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