Instruction: Describe the strategies or architectures you use to ensure seamless integration and interaction between different data modalities.
Context: The focus here is on the candidate's ability to design or utilize architectures that effectively combine and process multiple data types, crucial for the success of multimodal AI systems.
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The way I'd approach it in an interview is this: I ensure interoperability by defining clear interfaces for each modality: what format it arrives in, how it is normalized, how timestamps or identifiers line up, and what representation the downstream...