Core Insights - The 15th China Automotive Forum was successfully held in Shanghai from July 10 to 12, where Horizon Robotics' President Chen Liming delivered a keynote speech on the latest trends in the intelligent driving industry and the company's technological innovations [1]. Group 1: Industry Trends - Intelligent driving technology is at a critical development stage, with a potential for rapid growth as it has reached an inflection point [1]. - The growth is supported by three factors: the integration of intelligent driving in China's new energy vehicle strategy, the expansion of Navigate on Autopilot (NOA) features from high-end to mid-range vehicles, and consumer preference for intelligent features in electric vehicles, especially among premium brands [1]. Group 2: Challenges in Intelligent Driving - Despite the promising outlook, intelligent driving faces challenges, particularly with urban NOA, which is still in a "usable" stage due to complex traffic conditions leading to safety issues [2]. - Current systems have limited Operational Design Domain (ODD) and weak generalization capabilities, which restrict their usage areas [2]. - High-performance systems are costly, hindering widespread adoption [2]. Group 3: Technological Innovations by Horizon - Horizon has developed the Vision Mamba algorithm, which addresses computational and visual challenges, enhancing performance with linear complexity and global perception [2]. - The Senna architecture combines end-to-end models with Visual Language Models (VLM), improving generalization and decision-making capabilities while reducing planning errors and collision rates [2]. - The Journey 6 series chips cover a range of intelligent driving applications, with the Journey 6P chip set to debut in Chery vehicles this year [2]. Group 4: Future Outlook - Horizon supports domestic manufacturers in producing intelligent driving systems and collaborates with international companies, including strategic partnerships with Bosch and Denso announced at the Shanghai Auto Show [3]. - The future of the intelligent driving industry is expected to see further integration of hardware and software, leading to the development of a unified AI Agent for distributed control [3]. - Horizon aims to collaborate with partners across the industry chain to create user-friendly intelligent driving products that deliver real value to consumers [3].

Core Insights - The 15th China Automotive Forum will be held in Shanghai from July 10 to 12, 2025, focusing on the theme "Quality Improvement and New Directions for Intelligent Driving" [1] - Dr. Chen Liming, President of Horizon Robotics, delivered a keynote speech discussing the latest research and industry insights in the field of intelligent driving [1] Industry Trends - Intelligent driving is at a critical inflection point in China, driven by three main factors: its significant role in the national strategy for smart connected new energy vehicles, the industry's push for technology democratization, and increasing consumer demand for intelligent features in electric vehicles [3][7] - The functionality of Highway Navigation on Autopilot (NOA) is becoming more user-friendly, while urban NOA is still in a "usable" stage, facing challenges such as complex traffic conditions and system performance issues [7] Technological Innovations - Horizon Robotics has made significant advancements in visual perception algorithms, evolving from traditional methods to the new Vision Mamba algorithm, which improves computational efficiency and resource optimization [11] - The Senna architecture combines end-to-end models with Visual Language Models (VLM), demonstrating over 40% reduction in average planning displacement error and 45% decrease in average collision rates compared to traditional models [14] Chip Technology - The Journey 6 series chips from Horizon Robotics cover a full range of intelligent driving applications, with the Journey 6P chip innovating in areas such as function, floating-point operations, and memory management, effectively reducing system deployment costs [17] Data and Engineering Capabilities - Horizon Robotics has introduced a solution combining reinforcement learning with world models, enabling continuous interaction with the environment for autonomous learning and optimization [19] - The company has achieved ISO 8800 certification for road vehicle safety and AI, providing over 8 million solutions and aiming to exceed 10 million this year, supporting over 200 vehicle models [19] Product Launches - The Horizon SuperDrive (HSD) for urban driving utilizes a one-stage end-to-end model and is set to enter mass production this year, featuring a configuration of 11 cameras and 1 millimeter-wave radar [22] - Horizon Robotics emphasizes its commitment to serving both domestic and global markets, collaborating with major international companies like Bosch and Denso [22]