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Applied AI·August 31, 2026·1 min read

Urgent: maximise the positive uses of AI

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The constraint on “positive uses of AI” is no longer model capability, it’s organizational willingness to rewire incentives, workflows, and governance around specific outcomes. Treat AI ethics and impact work as a product problem — with owners, metrics, and deadlines — not a comms layer on top of whatever the labs ship.

Applied AI

The US-led AI boom is offsetting the global growth squeeze from the energy crunch; ING says the boom accounts for about a third of recent US economic growth

If ING is right that AI accounts for roughly one-third of recent US growth, then AI capex is no longer a side bet—it’s a macro driver that will keep attracting policy support and capital even through volatility. For operators, that means AI projects with clear productivity or revenue impact will have an easier time clearing internal hurdle rates than non-AI discretionary spend.