We are seeing that bias in Machine Learnings Models can be a big issue since the Data available to train these models can be biased. Consequently, using biased Machine Learning Systems can be dangerous when it becomes the basis to make decisions about humans automatically, with no human oversight, resulting in biased outcomes in fields of Employment and Loans. Similarly, another area of concern is ML Models that are being used for Political Reporting with significant “left wing” bias and publishing Reports and Stories with a left leaning slant, which makes the current political divide more pronounced. Putting this