When machine learning models deliver problematic results, it can often happen in ways that humans can't make sense of, and this becomes dangerous when there are no limitations of the model, ...

Machine learning classifiers are increasingly deployed in high-stakes decision systems, yet their opacity creates governance risks that undermine accountability and trust. This study proposes an ...