Dynamic Modality Weighting in Multimodal AI
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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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...