MLCOMMONS ASSOCIATION

Downloadable computer software and mobile application for testing devices, mobile devices, embedded devices, and servers for compliance with machine learning and artificial intelligence safety requirements; Downloadable computer software and mobile application for reproducing machine learning and artificial intelligence safety requirements; Downloadable computer software and mobile application for measuring machine learning and artificial intelligence safety in devices, mobile devices, embedded devices, and servers; Promoting public awareness of innovation in the fields of machine learning and artificial intelligence and promoting public awareness of machine learning and artificial intelligence safety; Business services, namely, formulation of best practices for machine learning and artificial intelligence to accelerate safety in the fields of machine learning and artificial intelligence; Providing business information in the nature of benchmarking information, data sets, best practices, rules, references, and tools in the fields of machine learning and artificial intelligence and for measuring performance pertaining to machine learning and artificial intelligence safety; ) Collection, analysis, and display of quality metric device and test data and performance device and test data pertaining to machine learning and artificial intelligence, namely, compiling and analyzing statistics, device test data, mobile device test data, embedded device test data, and server test data for business purposes; Electronic data collection and analysis services for business purposes in the fields of machine learning, artificial intelligence, and machine learning and artificial intelligence safety; Design and development of technology specifications, namely, analyzing technology requirements and developing recommendations in the fields of machine learning and artificial intelligence safety; Design and development of computer software and mobile applications in the fields of machine learning and artificial intelligence safety; Design and development of computer software and mobile applications for testing devices, mobile devices, embedded devices, and servers for compliance with machine learning and artificial intelligence safety requirements; Design and development of computer software and mobile applications for measuring machine learning and artificial intelligence safety in devices, mobile devices, embedded devices, and servers; Product quality testing of computer software, computer hardware, devices, mobile devices, and embedded devices, in the fields of machine learning, and artificial intelligence, and artificial intelligence machine learning safety; Providing information in the field of software and product development in the fields of machine learning, and artificial intelligence, and machine learning and artificial intelligence safety

Downloadable computer software for testing devices and servers for compliance with machine learning interoperability and functionality requirements; Downloadable computer software for reproducing machine learning training and inference; Downloadable computer software for enabling devices and servers to interoperate with one another

Educational services, namely, organizing, arranging, and conducting presentations on the topic of machine learning for educational purposes; Association services, namely, promoting public awareness of innovation in the field of machine learning; Association services, namely, promoting public awareness of machine learning training accuracy, speed, performance, and efficiency; Association services, namely, promoting public awareness of machine learning inference accuracy, speed, performance, and efficiency; Association services, namely, promoting public awareness of mobile device and embedded device machine learning accuracy, speed, performance, and efficiency; Business services, namely, formulation of best practices for machine learning and machine learning interoperability and functionality to accelerate progress in the field of machine learning; Collection and analysis of quality metric data and performance data for business purposes in the fields of machine learning and machine learning interoperability and functionality; Collection and analysis of quality metric device and test data and performance device and test data pertaining to machine learning, namely, compiling and analyzing statistics, device test data, and server test data regarding the machine learning interoperability and functionality of such devices and servers for business purposes; Organizing, arranging, and conducting product presentations on the topic of machine learning; Organizing, arranging, and conducting business networking events in the field of machine learning; Providing business information, in the nature of data sets pertaining to machine learning and machine learning interoperability and functionality; Providing business information in the nature of benchmarking information in the field of machine learning for use to measure accuracy, speed, performance, efficiency, and interoperability; Business services, namely, formulation of best practices in the field of machine learning for use to measure accuracy, speed, performance, efficiency, and interoperability; Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet these requirements in the field of machine learning requirements, interoperability, and functionality; Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet these requirements in the field of devices and servers pertaining to machine learning requirements, interoperability, and functionality; Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet these requirements in the field of devices and servers pertaining to machine learning training and inference accuracy, speed, performance, and efficiency; Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet these requirements in the field of mobile device and embedded device machine learning accuracy, speed, performance, and efficiency; Design and development of software in the field of the machine learning; Design and development of software for testing devices and servers; Design and development of software for testing devices and servers for compliance with machine learning requirements and to measure machine learning interoperability and functionality; Providing information in the field of software development in the field of machine learning; Providing information in the field of software development in the field of machine learning data in the field of interoperability and functionality; Providing information in the field of software development in the field of rules, references, and tools pertaining to machine learning data in the field of interoperability and functionality

Downloadable computer software and mobile application for testing devices and servers for compliance with machine learning requirements; Downloadable computer software for measuring machine learning training accuracy, speed, performance, and efficiency in devices and servers; Downloadable computer software and mobile application for measuring machine learning inference accuracy, speed, performance, and efficiency in devices and servers; Downloadable computer software and mobile application for measuring mobile device and embedded device machine learning accuracy, speed, performance, and efficiency; Business services, namely, formulation of best practices for machine learning to accelerate progress in the field of machine learning; Collection and analysis of quality metric data and performance data for business purposes in the field of machine learning; Collection, and analysis of quality metric device and test data and performance device and test data pertaining to machine learning, namely, compiling and analyzing statistics, device test data, and server test data for business purposes; Providing business information in the nature of data sets pertaining to machine learning; Providing business data in the field of machine learning data for business purposes; Providing business information in the nature of benchmarking information in the field of machine learning for use to measure accuracy, speed, performance, efficiency; Business services, namely, formulation of best practices in the field of machine learning for use to measure accuracy, speed, performance, efficiency; Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet these requirements in the field of devices and servers pertaining to machine learning training accuracy, speed, performance, and efficiency; Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet these requirements in the field of devices and servers pertaining to machine learning inference accuracy, speed, performance, and efficiency; Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet these requirements in the field of mobile device and embedded device machine learning accuracy, speed, performance, and efficiency; Design and development of software and software in the field of mobile applications in the field of machine learning; Design and development of software and software in the field of mobile applications for testing devices and servers; Design and development of software and software in the field of mobile applications for testing devices and servers for compliance with machine learning requirements; Product quality testing of software in the field of machine learning; Product quality testing of computer hardware and hardware devices in the field of machine learning; Product quality testing of mobile devices and servers; Providing information in the field of software development in the field of machine learning; Providing information in the field of software development in the field of machine learning data; Providing information in the field of software development in the field of rules, references, and tools pertaining to machine learning

Downloadable computer software and mobile application for testing devices and servers for machine learning training accuracy, speed, performance, and efficiency and for machine learning inference accuracy, speed, performance, and efficiency; Providing business data analysis services to others, namely, providing rules, references, and tools to others for measuring performance pertaining to machine learning; Collection, analysis, and display of device and test data pertaining to machine learning, namely, compiling and analyzing statistics, device test data, and server test data for business purposes; Technology specification, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet those requirements in the field of machine learning; Design and development of computer software and mobile application for measuring performance in the field of machine learning; Design and development of computer software and mobile applications for testing devices and servers; Product quality testing of computer software in the field of machine learning; Product quality testing of computer hardware and hardware devices in the field of machine learning; Product quality testing of mobile devices and servers

Association services, namely, promoting public awareness of innovation in the field of machine learning, promoting public awareness of machine learning training accuracy, speed, performance, and efficiency, and promoting public awareness of machine learning inference accuracy, speed, performance, and efficiency; Business services, namely, formulation of best practices for machine learning and machine learning interoperability; Electronic data collection and analysis services for business purposes in the fields of machine learning and machine learning interoperability; Design and development of technical specifications for devices and servers pertaining to machine learning requirements, interoperability, and functionality; Design and development of software in the field of the machine learning; Design and development of software for testing devices and servers; Providing information in the field of machine learning and machine learning interoperability

Downloadable computer software for enabling devices and servers to interoperate with one another; Downloadable computer software for testing devices and servers for machine learning interoperability; Downloadable computer software for testing devices and servers for compliance with machine learning technical specifications