Instruction: Describe a multimodal AI approach for integrating sensor, image, and map data in autonomous vehicle navigation.
Context: This question assesses the candidate's understanding of the complex data integration challenges in autonomous systems, demonstrating their ability to leverage multimodal AI for real-world applications.
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The way I'd think about it is this: Autonomous vehicles are one of the clearest multimodal AI domains because safe driving depends on combining cameras, lidar, radar, maps, GPS, and sometimes language or route context. No single modality is reliable...