Algorithmic Bias in Society

Algorithms play a significant role in many aspects of our lives, from targeted advertising to determining credit worthiness. However, there is growing concern about algorithmic bias, particularly when it comes to perpetuating racial discrimination. Algorithms are trained on large volumes of data, which can sometimes reflect biased or skewed information. For example, the Compass algorithm used in the criminal justice system relied on data that disproportionately affected African-American defendants. It reinforced pre-existing biases and led to lengthier detainment before sentencing for African-Americans. This highlights the challenge of biased training data and the need for more awareness and ethical frameworks in algorithm development.