Author: Graeme Smith
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The Authorial Architecture
Graeme Smith explores where authorship resides when one human author works through multiple musical identities and generative systems: synthetic embodiment, judgement, selection and orchestrated production.
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The Ecosystem as Instrument
When generation becomes abundant, artistic identity becomes more than a name. Graeme explores how aliases, sequence and relation can turn a music catalogue into a compositional instrument.
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When Output Is No Longer Evidence
How AI is changing what counts as evidence of human capability Signal Intelligence Briefing 007 Edge line: When competent output becomes easy to produce, institutions have to decide what still proves capability. For a long time, many systems relied on a simple inference. A person produced an artefact. The artefact looked competent. The institution inferred…
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AI policy isn’t the real question
Universities are rapidly rewriting their AI policies. But policy isn’t the deepest question. The real challenge is designing learning and assessment that still reveal human capability when polished outputs have become abundant.
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The Human Operating Envelope
AI can raise attainable output faster than people and organisations can select, integrate and govern it. SIGNAL 006 examines the Human Operating Envelope—and why oversight, portfolio admission, capability conversion and recovery now matter.
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What is The Human Operating Envelope?
AI can accelerate production faster than people can govern and integrate the work. The Human Operating Envelope names the new constraint.
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After the Singularity, Make the Bed
The singularity may be less useful as a date than as a change in the conditions under which human capability is formed, demonstrated and governed.
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When Domain Expertise Becomes Executable
AI coding agents are shortening the distance between domain expertise and functioning software. SIGNAL 005 examines why evaluative judgement, adaptive expertise, engineering collaboration and stewardship become more consequential as implementation barriers fall.
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See the Learner. Map the Task. Design the Bridge.
Embedding literacy and numeracy in vocational training starts by seeing the learner, mapping the capability hidden inside authentic tasks, identifying the gap and designing a deliberate teaching bridge.
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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.