Instruction: Describe how you would implement explainable AI techniques in a multimodal system to improve transparency and trust.
Context: This question probes the candidate's knowledge of XAI and their ability to incorporate these techniques into multimodal systems, ensuring that the AI's decision-making process can be understood by humans.
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The way I'd explain it in an interview is this: In multimodal systems, XAI needs to answer several questions at once: which modality mattered, which region or segment within that modality mattered, and how the modalities interacted. That usually...