Ethical Considerations in Multimodal AI

Instruction: Discuss the ethical considerations and potential biases in multimodal AI systems that analyze both visual and textual data.

Context: This question challenges the candidate to think about the ethical implications of multimodal AI, including privacy concerns, bias mitigation strategies, and the social impact of their implementations.

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The ethical issues in multimodal AI include privacy amplification, bias across groups, overclaiming about what the system can infer, and the risk that combining modalities...

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