The Roots of Biased AI
Human prejudice stretches back millennia, and the seeds of racism and bias that we sowed long ago have now taken root and flourished within artificial intelligence. Bias existed long before machine learning algorithms emerged; whenever society invents a new technology, it inherits the prejudices and discrimination of earlier eras. In the nineteenth century, redlining maps dictated who could receive loans—systematically denying Black Americans access to mortgages, insurance, and other essential financial services. Today’s credit-scoring algorithms still mirror those same exclusions. As AI extends into recruitment, administration, medicine, and the media, alarm bells are sounding: if we do not imbue our machines with ethical values, they will merely magnify our deepest biases.
Continue reading As We Code, So We Reap – by Debanjan Borthakur