Can AI Be Trusted? The Case For Explainable AI Artificial intelligence has some explaining to do. It has the potential to disrupt and assist everything from medical analysis to chatbots, loan applications to cybersecurity. Yet it is only as good as its algorithms, which are often not transparent, monitored, or understood.