Ansible 2.0 introduced several new features including dynamic includes, improved error reporting with suggested fixes, and new execution strategies. It also included breaking changes such as requiring tags on included tasks and changes to backslash escaping. The document provides an overview of key new features in Ansible 2.0 including task blocks, dynamic includes, error reporting improvements, and the new execution strategies.