Electric vehicles (EVs) are transitioning from hardware-centric machines to software-defined vehicles (SDVs), functioning as dynamic, upgradable, and connected computing platforms. These platforms enable over-the-air (OTA) updates, AI-driven performance optimization, and new monetization models.