THISISGRAEME

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AI, Assessment, and the Growing Capability Trust Problem

Generative AI didn’t suddenly break assessment systems. It exposed fragile…

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May 13, 2026
Diagram of the Recursive Learning Loop showing expression, reflection, recognition, refinement, and return

Recursive Pedagogy: Learning in the Age of Reflective AI

Most debates about AI in education focus on cheating, productivity,…

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May 7, 2026
Blueprint-style diagram showing AI music authorship as a system, with tools and inputs flowing into a central “author” who selects, shapes, and resolves ideas into a finished musical work.

Authorship After the Machine: Why I Don’t Make “AI Music”

I don’t use AI to replace creativity. I use it…

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April 24, 2026
Cover art for the album Midnight Congregation by THISISGRAEME

Midnight Congregation — THISISGRAEME

Midnight Congregation is the latest album from THISISGRAEME — a…

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April 24, 2026
Small repeated teaching tasks forming larger structural patterns in online education

When Scale Changes Teaching Work

At scale, small inefficiencies become structural. AI can reduce friction—but…

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April 19, 2026
Contrast between polished typed output and handwritten thinking notes illustrating AI assessment shift

When Answers Become Easy, Assessment Changes

When answers become easy to produce, traditional assessment stops revealing…

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April 17, 2026
Title Slide for Te Aho Lab Podcast Episode 1. AI for Good | Tertiary AI Launch Panel | Ako AI (Te Aho Lab EP001)

A Way In: AI Tertiary Education Aotearoa

AI has already entered tertiary education. The tools are accessible,…

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March 31, 2026
abstract system architecture visualization, layered geometric framework

Micro-credentials are easy to start. Hard to get right.

Micro-credentials promise agility — but most are harder to design,…

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March 25, 2026
a vast minimalist architectural space

After Work: What Replaces the Structure of Work

If work no longer structures identity, meaning, and direction, something…

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March 24, 2026
a vast minimalist architectural space with no people, a partially dissolved modern office environment

After Work: Formation, Not Automation

The future isn’t defined by job loss or abundance, but…

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March 21, 2026
LEVEL FLIGHT MIRA KAI COVER ART

Level Flight — MIRA KAI

Level Flight by Mira Kai is a study in suspended…

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March 19, 2026
a vast minimalist architectural space with no people

After Work: What Comes Next Is Not Automation — It’s Formation

We’re focusing on the wrong problem. The future is not…

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March 18, 2026
minimalist architectural composition representing layered reasoning structures

The Judgement Layer

AI adoption is no longer primarily a tooling problem. As…

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March 17, 2026
Cover art for Quango Unchained by THISISGRAEME

Quango Unchained — THISISGRAEME

Quango Unchained is a double-album of liquid drum-and-bass and atmospheric…

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March 6, 2026
Minimal architectural composition

The Capability Gap Was Only the First Layer

The AI capability gap is real. But beneath it sits…

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March 2, 2026

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THISISGRAEME
  • Consulting
    • NZQA-Micro-Credentials
  • Writing
  • Podcasts
  • Books
  • Music
  • Artefacts
  • About
  • Contact

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