Ai Bias - What is the root cause of AI bias?

As we have discussed earlier, the most prevalent sources of AI bias are those that are derived from the data used to train the system. These biases often sneak in during the data preprocessing stage before training. Conversely, emergent bias can arise during the training process, even if the training data is unbiased.