From reflection to action

Ideas in Practice

Research, experiments and initiatives that test what an idea might become when it moves beyond the page.

A recurring question across these projects is how AI moves from build to use to value — and what that growth means for the resources required to sustain it.

Connected inquiry · Data centres, AI & resources

AI Infrastructure & Demand

Follow one system from end to end: what is being built, whether adoption and usage are growing underneath it, whether that use is creating value, and what continued growth means for resource demand.

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Research initiative · Recruiting

Sustainable AI Initiative

Can a simple change in how AI responds reduce unnecessary output while preserving usefulness? An initial pilot produced an encouraging signal; the study is now expanding.

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Active initiative

PAUSE for AI

A practical framework for using artificial intelligence more thoughtfully, efficiently and responsibly—without losing the human judgement that gives the tool value.

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Idea in progress

Vent-it

Sometimes, before people need advice or answers, they simply need somewhere to speak and someone willing to listen without judgment.

Why I keep thinking about this →