The AI Black Box: Why We Must Know the 'How'
As artificial intelligence models permeate every aspect of our lives, understanding their inner workings is no longer a luxury, but a necessity. So, how safe is it to use the 'how' without understanding the 'why'?
Today, even if many of us are unaware, artificial intelligence (AI) models quietly make decisions across every corner of our lives. When we apply for a loan at a bank, when product recommendations are presented to us on an e-commerce website, or even during the initial screening stages of a job application, complex algorithms operate in the background. These systems make predictions, perform classifications, and offer recommendations using patterns learned from massive datasets. However, how these decisions are made often remains a mystery, akin to a "black box."