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Manufacturers, platforms and software groups step up race ahead of wider autonomous driving rollout

Competition among automakers, mobility platforms and software developers is intensifying ahead of broader adoption of autonomous driving. As vehicle platforms and AI models converge on common standards, companies are seeking advantage by accumulating real-world driving data to feed learning, verification and deployment. Hyundai Motor Group is pursuing a two-track approach using Nvidia’s platform while developing its own driving model. Kakao Mobility and RideFlux are building maps and operations and collecting difficult scenario data through commercial runs.