Artificial Intelligence (AI) is changing the world, for instance through recommendation systems or innovative concepts in medicine. But as we apply AI in sensitive areas, it creates a number of questions about fairness, bias, and ethics in AI. Attention is focused now on one of the fundamental aspects of AI development – datasets. If there are no unbiased ethical AI dataset providers then no amount of sophisticated algorithms will change the reality out of distortion and skew.

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