Core Insights - Horizon Robotics held the 2025 Horizon Technology Ecosystem Conference, showcasing advancements in intelligent driving, computing architecture, developer ecosystem, and embodied intelligence [1] - The company launched its fourth-generation BPU Riemann architecture, which is optimized for large language models, achieving a fivefold increase in energy efficiency [1] - The HSD system for advanced driver assistance officially launched on November 18, with over 12,000 units activated within two weeks, indicating strong market response [1] Group 1 - Horizon Robotics' CEO Yu Kai highlighted key progress in high-level assisted driving over the past two years, including the practical application of the HSD solution in vehicles like the Starway ET5 and Deep Blue L06 [1] - The company aims to make advanced driving technology accessible, targeting the budget car market where new car sales under 100,000 yuan account for 50% of the market [1] - The upcoming mass production of the urban driving assistance system, based on the Chengcheng 6M chip, will further lower the entry barrier for national models priced around 100,000 yuan [1] Group 2 - Horizon Robotics has collaborated with partners to launch various products, including Fourier humanoid robots, Cloud Whale cleaning robots, Yinghans tennis robots, and Yingshi panoramic drones [1] - The CEO believes that the foundational models for embodied intelligence are still in the early stages, and the company will continue to advance these technologies to drive the development of intelligent robotics [1]

BPU计算架构如同超一流"交响乐队"，兼具强大运算力与协同能力，为AI计算筑牢硬件根基。在"2025地平线技术生态大会"发布会上，地平线创 始人兼CEO余凯详细回顾了BPU从伯努利架构到纳什架构的技术演进历程——其随自动驾驶技术迭代持续升级，现已全面支持全场景NOA高效支 持交互式博弈。余凯说"科技的浪潮永远滚滚向前，我们不能停歇。"BPU架构不断优化性能，处理复杂场景，从感知到预测，从预测到决策，黎 曼架构将不断逼近世界真相，走向通用机器人计算的终极架构。同时，余凯指出， "高维世界的真相是简单的低维流形结构"，这也指引了第四代 BPU的研发方向。会上，他正式发布地平线第四代BPU架构并命名为黎曼(致敬数学家黎曼)，通过高维数据降维提升模型效率，优化算法和架 构，具备算力更强、效率更高、算子更丰富、能效更优的核心优势。第四代BPU黎曼将搭载于征程7系列芯片。 更大算力：关键算子算力性能提升10倍 更多算子：高精度算子支持数量增加超10倍 更高效率：Tensor→Vector 全浮点计算支持 更优能效：面向大语言模型优化设计，能效提升5倍 （原标题：重磅发布！地平线第四代BPU架构：黎曼，定义下一代AI计算新 ...