ByteDance is advancing into autonomous driving, with specific matters handled by Seed's world model team led by Zhou Chang, former technical director of Alibaba's Tongyi Large Model. Some products priced under 100,000 yuan are already equipped with L2+ level advanced assisted driving, while a small number of models are fitted with LiDAR. ByteDance's layout in the automotive sector mainly consists of connected car services and automotive cloud. As early as 2020, ByteDance established its connected car team. Around 2023, ByteDance deployed its Doubao large model in vehicles. During this year's Beijing Auto Show, Volcano Engine revealed that over 7 million vehicles are now equipped with the Doubao large model, covering more than 50 brands and 145 vehicle models. ByteDance's automotive cloud offers infrastructure such as computing, network, and storage resources; autonomous driving cloud services covering simulation training, data annotation, image rendering, and cost-effective GPU clusters; and content ecosystems spanning vehicle management, after-sales data analysis, and production data management.