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Awareness of such biases and proactive techniques to mitigate them are essential to be certain AI devices are fair, equitable, and genuinely human-centered.Human-centered AI is important as it ensures that AI techniques concentrate on human desires and values. To include human-centered style and design in AI implies to require end users actively in