; and (3) by adding at the end the following new paragraph: (5) develop sustainability and resiliency guidelines to improve long-term pavement performance and reduce carbon emissions. . 210. Technology review of artificial intelligence and machine learning technologies (a) Review The Administrator shall conduct a review of current and planned artificial intelligence and machine learning technologies to improve airport efficiency and safety. (b) Summaries The review conducted under subsection (a) shall include examination of the application of artificial intelligence and machine learning technologies to the following: (1) Jet bridges. (2) Airport service vehicles on airport movement areas. (3) Aircraft taxi. (4) Any other areas the Administrator determines necessary to help improve airport efficiency and safety. (c) Report Not later than one year after the date of the enactment of this Act, the Administrator shall submit to the appropriate committees of Congress a report containing the results of the review conducted under subsection (a). The report shall also include an examination of China’s domestic application of artificial intelligence and machine learning technologies identified under subsection (b). 211. Research plan for commercial supersonic research Not later than one year after the date of the enactment of this Act, the Administrator, in consultation with the Administrator of NASA and industry, shall submit to the appropriate committees of Congress a comprehensive research plan to build on existing research and development activities and identify any further research and development needed to inform the development of Federal and international policies, regulations, standards, and recommended practices relating to the certification and safe and efficient operation of civil supersonic aircraft and supersonic overland flight. 212. Electromagnetic spectrum research and development (a) In general The Administrator shall conduct research, engineering, and development related to the effective and efficient