IEEE Computer Society reposted this
As machine learning is being used to enable more and more vehicle functions, there is a clear need to establish regulations and best practices to ensure that, at a system level, our vehicles nevertheless remain safe. The SAE International edge report on "Navigating the Evolving Landscape of Safety Standards for Machine Learning-based Road Vehicle Functions" provides an overview of standards relevant to the safety of ML-based vehicle functions and serves as guidance for technology providers—including those new to the automotive sector—on how to interpret the evolving standardization landscape. The report also contains practical guidance, along with an example from the perspective of a developer of an ML-based perception function on how to interpret the requirements of these standards. Huge thanks to my collaborators Jyotika Athavale, Andreas Heyl, Hiroshi Kuwajima, Ph.D., Mandar Pitale, CFSE, Ramesh S and Jing Xiao for providing the invaluable industry voices to this report. https://lnkd.in/geuJhiF3