TGMs capture common behaviour of a society reflected in its training data and throw back those in its output, there are different types of bias that can be apprehended by a TGM ,bias can be Gender bias ((e.g., favoring males over females) racial bias (e.g., favoring white over black people) religious bias (e.g., favoring Christians over Muslims).