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Overcoming Reporting Barriers Tackling Systemic Bias In todays digital age reporting plays a crucial role in shaping public opinion and influencing decisionmaking processes. However there is a pressing issue that needs to be addressed systemic bias in reporting. This pervasive problem not only hinders the progress of marginalized communities but also exacerbates the lack of fairness equity and inclusion in Legacy Admissions and Diversity Struggles Time for Change Legacy admissions have long been a contentious issue in higher education and its time for a change. This practice which gives preferential treatment to the children of alumni perpetuates inequality and hinders efforts to create a fair and inclusive system.