10 Hrs
The Guardian
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The Guardian

2026-11-08T12:00:39.000Z

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When efficiency backfires

When efficiency backfires

The authors argue that relentless optimisation can make systems less resilient by removing spare capacity, focusing on narrow measures of success and causing individually sensible decisions to combine badly. They cite England’s hospital beds being about 95% occupied at peak flu season, Milton Keynes’ traffic-focused roundabouts, and the 2010 US market flash crash as examples. They warn that AI could intensify these risks by reducing human oversight, prioritising measurable scores over judgment and empathy, and interacting with other AI systems in unpredictable ways.

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