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RideApart

EXPLAINED: Ai defined motorcycles or just software with a buzzword | Vintage Vibes

Indian EV mobility startup Matter is the latest company to lean hard into the highly debated AI conversation, rolling out what it calls an "AI-Defined Vehicle," or AI.DV. It sounds like a big leap forward, the kind of phrase that instantly grabs attention and makes you think something fundamentally new is happening.

But once you dig into what they’re actually describing, it starts to look a lot more familiar. Centralized computers, over-the-air updates, connected systems, sensor-driven adaptability. All of it is relevant, all of it is important, but none of it is particularly new in today’s automotive landscape.

That’s really the heart of it. Everything Matter laid out at that New Delhi roundtable can already exist without artificial intelligence being at the core of it. Modern vehicles, especially EVs, have been heading in this direction for years now. A lot of the EV brands we know today built their entire ecosystems around software-first architecture. And legacy manufacturers are scrambling to catch up with centralized systems and OTA capabilities.

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