Instruction: Discuss the architecture and technologies that enable multimodal AI systems to process and analyze data in real-time.
Context: This question tests the candidate's knowledge of real-time data processing within multimodal AI frameworks, highlighting their ability to design systems that offer immediate insights or responses.
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The way I'd approach it in an interview is this: Real-time multimodal processing requires careful control of latency across the whole pipeline. The system has to ingest, synchronize, encode, and fuse multiple streams without letting one slow...