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自动驾驶之心·2025-09-12 16:03

Core Viewpoint - The article discusses the ongoing developments and challenges in the autonomous driving industry, emphasizing the importance of community engagement and knowledge sharing among professionals and enthusiasts in the field [1][5]. Group 1: Community Engagement - The "Autonomous Driving Heart Knowledge Planet" serves as a comprehensive community for sharing knowledge, resources, and job opportunities related to autonomous driving, aiming to grow its membership to nearly 10,000 in the next two years [5][15]. - The community has over 4,000 members and offers various resources, including video content, learning routes, and Q&A sessions to assist both beginners and advanced practitioners [5][11]. Group 2: Technical Discussions - Key topics discussed include the transition from rule-based systems to end-to-end learning in autonomous driving, the potential of embodied intelligence versus intelligent driving, and the current state of companies excelling in smart driving technologies [2][3][19]. - The community has compiled over 40 technical routes covering various aspects of autonomous driving, including perception, simulation, and planning control [15][27]. Group 3: Industry Trends - The article highlights the ongoing shifts in the industry, such as the exploration of end-to-end algorithms and the importance of data loops in enhancing autonomous driving capabilities [2][19]. - There is a focus on the employment landscape, with discussions on the stability of hardware-related positions compared to rapidly evolving software roles in the autonomous driving sector [2][19]. Group 4: Learning Resources - The community provides structured learning paths for newcomers, including comprehensive guides on various technical stacks and practical applications in autonomous driving [11][15]. - Members can access a wealth of resources, including datasets, open-source projects, and insights from industry leaders, to facilitate their learning and career development [27][28].