Instruction: Explain how to dynamically adjust the weighting of different modalities in a multimodal AI system based on context.
Context: This question probes the candidate's ability to design adaptive AI systems that can change their behavior based on context, optimizing the use of different data types for improved performance.
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The way I'd think about it is this: Dynamic modality weighting allows the system to rely more heavily on the modalities that are most informative or reliable for the current example, instead of applying one fixed weighting scheme everywhere. That is useful when...