Which of the following is a major challenge in the development of self-driving technology?

A major challenge in the development of self-driving technology is indeed tied to technological limitations. This challenge encompasses several aspects, including the complexity of creating reliable and accurate algorithms for perception, decision-making, and vehicle control in varied environments and conditions. Self-driving systems must interpret sensor data correctly to identify obstacles, read traffic signals, and understand road conditions. Moreover, the technology needs to ensure safety and compliance with traffic laws while managing unpredictable human behaviors from pedestrians and other drivers.

Additionally, there are challenges associated with integrating artificial intelligence and machine learning models, which require extensive training on diverse datasets to function effectively across different scenarios. The need for robust sensors, high-resolution mapping, and real-time data processing adds further complexity, making technological limitations a critical factor in the advancement of self-driving technology. Addressing these limitations is essential for achieving reliable and efficient autonomous vehicles capable of operating safely on public roads.