Do you know the difference between Machine Learning and Deep Learning?

According to Roberto Lotufo, who is a retired professor at the Faculty of Electrical and Computer Engineering at Unicamp (Universidade Estadual de Campinas) and founder of NeuralMind, a startup specialized in this area, the big problem is that these Artificial Intelligence systems are becoming extremely complex, reaching tens of thousands of rules, with new rules interfering with the previous ones. "The work of maintaining these rules becomes herculean", assesses the professor.