What are the ethical considerations of ai?

Generative AIs are trained on datasets of human-created content. This means that they can generate stereotyped, racist and other types of biased and harmful content on their own or on human initiative. Developers are doing their best to solve problems with their datasets, but this is an incredibly difficult and nuanced situation, and with datasets that include billions of words and images, it's practically an impossible task.