How do I deal with ethical issues and bias within AI?

Your most important aspect of ensuring ethical and non-discriminatory outputs is to raise awareness about the potential of discriminatory outputs generated by AI. One way to achieve this is to have a human in the loop who is able to check the outputs generated by the AI system.You should also foster a culture of transparency and accountability to build stakeholder trust in AI implementations.