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儿童能避开的纸箱,难倒了天价开发的AI司机
Di Yi Cai Jing· 2025-10-20 03:22
Core Insights - The safety of advanced driver-assistance systems (ADAS) has become a significant concern in the automotive industry following several accidents, highlighting the need for clearer communication regarding the capabilities and limitations of these technologies [2][3] Group 1: Misunderstandings in Consumer Perception - There exists a cognitive gap between consumer expectations and the actual capabilities of ADAS, leading to misconceptions about what these systems can handle, particularly in complex scenarios [3][4] - A recent incident involving a vehicle colliding with a stationary construction vehicle while using adaptive cruise control has raised questions about the system's ability to recognize static obstacles [3][5] - Consumers often believe that ADAS should easily manage common obstacles, such as large objects on the road, which reflects a widespread misunderstanding of the technology's limitations [3][6] Group 2: Technical Challenges - The detection of common obstacles, such as a 50 cm cardboard box, poses significant challenges for current ADAS technology, which relies heavily on high-performance sensors like LiDAR [4][6] - The complexity of recognizing static objects is compounded by the fact that many of these objects are part of the road environment and do not require avoidance, leading to potential safety issues if the system reacts inappropriately [6][7] - The industry is working on improving ADAS through multi-sensor fusion and extensive data collection to address these challenges and enhance the system's understanding of various scenarios [7][8] Group 3: Industry Response and Training - Companies are actively engaging in training programs for sales personnel to better communicate the capabilities and limitations of ADAS to consumers, ensuring that users have a realistic understanding of the technology [8] - The industry recognizes the need for a responsible approach to developing and deploying ADAS, emphasizing the importance of quality and safety in engineering practices [7][8]