Vendors and theorists can promise the world, but it's essential to differentiate between Artificial General Intelligence (AGI) and narrow AI in order to make informed decisions. In simplest terms, all of the contemporary AI is narrow or weak AI. Even the smartest systems are not able to execute common sense comparable to human intelligence. While computers can outperform humans at specific tasks such as chess, Jeopardy, or predicting the weather, they are still not able to think abstractly, interpret recollections, or solve creative problems with complex solutions. To develop narrow AI, data scientists define which data to incorporate, determine the appropriate algorithm(s), and specify the best models to apply.