Among many emerging vertical industries, connected autonomous vehicles (CAVs), with the aid of vehicle-to-everything (V2X) communications and networking, are deemed to transform our travel experience with numerous far-reaching societal and economic benefits. With 5G communication networks rapidly rolling out globally, it is time to ask how 6G will help revolutionize our future V2X communications.