Machine learning can create Bias Doom loops

The application of ML is sensitive, so if the machine learning system biases into its model, then it can generate the new training data that suits those biases. In some cases, the biases affect the people live. So you will need to be careful about self-fulfilling prophecies and avoid creating them.