Algorithm Bias In Artificial Intelligence Needs To Be Discussed (And Addressed)

What truly is the cause of algorithmic bias, can we truly point any fingers at who's to blame? The bias within algorithm and machine learning systems today emerges as a result of many circumstances. Deep learning models function in a manner that draws from the pattern recognition capabilities the neural networks. Therefore, it could be said that deep learning models cannot be directly biased by design, and any emergence or cause of bias is external to the architecture and design of the neural network. The outputs produced by machine learning models and AI systems are simply a reflection of the training datasets they are exposed to.