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The future of electric cars arrived this week in China. The world’s biggest car seller, BYD, unveiled a new battery giving its latest electric models more than 600 miles of range. Remarkably, the Chinese motor-maker said 250 miles of range could be injected into its new batteries in just five minutes. If true, the last remaining advantages of petrol cars – long range and quick refuelling – are beginning to disappear.
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Their strengths include ultra-low latency, high energy efficiency, and the ability to handle AI tasks like computer vision and NLP locally without cloud dependency. However, this specialization also means they lack flexibility, are not suited for general-purpose computing or large-scale training, and often depend on specific hardware ecosystems. In essence, NPUs bring AI closer to the user—trading off raw power for efficiency, responsiveness, and on-device intelligence.