While Machine Learning (ML) has proven to be a powerful tool in detecting malware for many years, the reality is that true Artificial Intelligence (AI) does not yet exist. The marketing tricks of next-gen vendors are simply making matters all the more confusing for IT decision makers who need to build robust cyber security defenses at a time when the threat landscape is becoming all the more precarious.