AI and its History.docx

**AI and its History** **What is Artificial Intelligence?** In today\'s world, technology is growing very fast, and we are getting in touch with different new technologies day by day. Here, one of the booming technologies of computer science is Artificial Intelligence which is ready to create a ne...

**AI and its History** **What is Artificial Intelligence?** In today\'s world, technology is growing very fast, and we are getting in touch with different new technologies day by day. Here, one of the booming technologies of computer science is Artificial Intelligence which is ready to create a new revolution in the world by making intelligent machines. Artificial Intelligence is now all around us. It is currently working with a variety of subfields, ranging from general to specific, such as self-driving cars, playing chess, proving theorems, playing music, Painting, etc. AI is one of the fascinating and universal fields of Computer science which has a great scope in future. AI holds a tendency to cause a machine to work as a human. Artificial Intelligence is composed of two words Artificial and Intelligence, where Artificial defines \"man-made,\" and intelligence defines \"thinking power\", hence AI means \"a man-made thinking power.\" Definition- \"It is a branch of computer science by which we can create intelligent machines which can behave like a human, think like humans, and be able to make decisions.\" **History of Artificial Intelligence** Artificial Intelligence is not a new word and not a new technology for researchers. This technology is much older than you would imagine. Even there are the myths of Mechanical men in Ancient Greek and Egyptian Myths. Following are some milestones in the history of AI which defines the journey from the AI generation to till date development. **Maturation of Artificial Intelligence (1943-1952)** o Year 1943: The first work which is now recognized as AI was done by Warren McCulloch and Walter Pits in 1943. They proposed a model of artificial neurons. o Year 1949: Donald Hebb demonstrated an updating rule for modifying the connection strength between neurons. His rule is now called Hebbian learning. **o Year 1950: Alan Turing who was an English mathematician and pioneered Machine learning in 1950. Alan Turing published \"Computing Machinery and Intelligence\" in which he proposed a test. The test can check the machine\'s ability to exhibit intelligent behaviour equivalent to human intelligence, called a Turing test.** **The birth of Artificial Intelligence (1952-1956)** o Year 1955: An Allen Newell and Herbert A. Simon created the \"first artificial intelligence program \"Which was named as \"Logic Theorist\". This program had proved 38 of 52 Mathematics theorems, and find new and more elegant proofs for some theorems. o Year 1956: The word \"Artificial Intelligence\" first adopted by American Computer scientist John McCarthy at the Dartmouth Conference. For the first time, AI coined as an academic field. At that time high-level computer languages such as FORTRAN, LISP, or COBOL were invented. And the enthusiasm for AI was very high at that time. **The golden years-Early enthusiasm (1956-1974)** o Year 1966: The researchers emphasized developing algorithms which can solve mathematical problems. Joseph Weizenbaum created the first chatbot in 1966, which was named as ELIZA. o Year 1972: The first intelligent humanoid robot was built in Japan which was named as WABOT-1. **The first AI winter (1974-1980)** o The duration between years 1974 to 1980 was the first AI winter duration. AI winter refers to the time period where computer scientist dealt with a severe shortage of funding from government for AI researches. o During AI winters, an interest of publicity on artificial intelligence was decreased. **A boom of AI (1980-1987)** o Year 1980: After AI winter duration, AI came back with \"Expert System\". Expert systems were programmed to emulate the decision-making ability of a human expert. o In the Year 1980, the first national conference of the American Association of Artificial Intelligence was held at Stanford University. **The second AI winter (1987-1993)** o The duration between the years 1987 to 1993 was the second AI Winter duration. o Again Investors and government stopped in funding for AI research as due to high cost but not efficient result. The expert system such as XCON was very cost effective. **The emergence of intelligent agents (1993-2011)** o Year 1997: In the year 1997, IBM Deep Blue beats world chess champion, Gary Kasparov, and became the first computer to beat a world chess champion. o Year 2002: for the first time, AI entered the home in the form of Roomba, a vacuum cleaner. o Year 2006: AI came in the Business world till the year 2006. Companies like Facebook, Twitter, and Netflix also started using AI.  2010s 2011: IBM\'s Watson wins Jeopardy!, showcasing advances in natural language processing and machine learning. 2012: AlexNet, a deep learning model, wins the ImageNet competition, dramatically improving image recognition performance. 2014: Google acquires DeepMind, an AI company focused on deep learning and reinforcement learning. 2016: DeepMind\'s AlphaGo defeats Lee Sedol, a world champion Go player, marking a major milestone in AI. 2018: OpenAI\'s GPT-2 is released, demonstrating significant advancements in natural language generation. 2020s 2020: OpenAI releases GPT-3, a state-of-the-art language model capable of generating human-like text. 2021: DeepMind\'s AlphaFold achieves breakthrough results in predicting protein folding. 2022: Advances in AI continue with improvements in natural language processing, computer vision, and reinforcement learning. 2023: Continued progress in AI ethics and fairness tools, with frameworks like AI Fairness 360, Fairness Indicators, and Microsoft Fairlearn gaining traction. 2024: AI applications expand across industries, with significant advancements in healthcare, finance, autonomous vehicles, and more.