SAE J3298_202407

This SAE Technical Information Report provides preliminary information regarding the current state of data collection, data processing methods, and usage for developing AI and its enabled systems and applications in the ground vehicle domain. This information report is a survey of topics highlighting data’s impact on AI solutions and methods that may be used to develop or improve data-related processes. This report may offer insights that can drive innovation, improve safety, optimize performance, and develop regulatory compliance methods. Solution providers may find this information insightful and realize the potential for collaborative measures in development of their AI-enabled systems. Developers of standards and lawmakers may gain a better understanding of the current state of the industry and find opportunities to develop policies to guide the future of transportation, which in turn directly impacts the public. Other committees and academic affiliates may see links between data for AI in the ground vehicle domain and their domains of interest, which could spawn novel research, development, and standards. Given the rapid interest in Artificial Intelligence (AI) and the deployment of AI solutions, it is important to understand the various aspects of data associated with AI for ground mobility, to explicitly state the current issues and note the potential future issues. For the sake of industry standardization of engineering terms, definitions, and applications, the SAE Ground Vehicle Artificial Intelligence Data Task Force has prepared this document for the public, industry, and government to understand the current issues related to data for AI, including the meanings and/or limitations, to mitigate confusion.