The Rise of Artificial Intelligence: A Review Paper

Abstract ―​

Artificial intelligence (AI) is a rapidly growing field that involves the development of algorithms and computer systems that can perform tasks that would normally require human intelligence, such as recognizing speech, understanding natural language, making decisions, and playing games. One of the key developments in AI has been the advent of machine learning, which involves the use of algorithms that can learn from data and improve their performance over time. This has led to the development of powerful systems such as deep learning neural networks, which have been used to achieve state-of-the-art performance in a wide range of tasks, including image and speech recognition, language translation, and game playing. AI is also being used in the field of computer vision, which involves the development of algorithms that can understand and interpret images and videos. This has led to the development of systems that can automatically classify images, detect objects and faces, and even generate new images. Despite the many successes of AI, there are also several challenges that need to be addressed. One of the biggest challenges is the lack of interpretability of many AI models, which makes it difficult to understand how they make decisions. Additionally, there is a growing concern about the potential negative impacts of AI, such as job displacement and the exacerbation of societal inequalities.