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the difficulty of combining hardware and algorithms
cruise's senior scientist zhang hang explained that the core of l4 technology lies in higher-specification hardware and more complex data processing capabilities. l2, on the other hand, needs to adapt to lower-cost sensors and processors, which leads to a technical barrier between the two. simply put, it's like an architect changing pen, ink, and paper, and needs to relearn how to draw in order to complete the design.
l2 vs. l4: advantages and challenges
l2 technology has a huge application market due to its adaptability to a wide range of application scenarios, while l4 technology is relatively limited in scope. although l4 technology focuses more on details and complexity, it also faces higher technical difficulty and cost investment.
future development direction: technological breakthroughs and commercial implementation
many people believe that the breakthrough of l4 technology will promote the development of the driverless industry and bring great changes to future travel. however, technological progress must be combined with practical applications to truly achieve efficient and economical popularization. the key lies in how to overcome technical difficulties and transform the advantages of l4 technology into actual commercial value.
the path to technological breakthroughs: exploration and innovation
in the process of technological development, constantly exploring new methods and solutions is the key to breaking through obstacles. the research and development of new sensors, algorithms and hardware technologies will promote the development of l4 technology and may bring new breakthroughs.
ultimately, the development of the autonomous driving field requires a combination of technological progress and commercial applications to truly achieve popularization. as technology continues to develop, the future of l4 technology is full of hope and opportunities.