The document discusses the history and development of artificial intelligence over the past several decades. Early AI research focused on symbolic approaches using logic and rules to represent knowledge. More recently, machine learning techniques such as deep learning have become very popular and successful, especially for applications involving perception like computer vision and speech recognition. These modern AI systems have achieved human-level performance on some specific tasks but still lack many general human abilities.