Yes. Amazon Lex uses deep learning to improve over time. As it is a AWS service, this needs customers input and internally runs machine learning algorithms on various data in a scalable and cost effective manner. You build a platform that incorporates best practices and can run advanced algorithms. This way by using deep learning and using the algorithm amazon lex improves the service over time.