From Humble Beginnings: Trace AI Implementation History Through Time


Artificial Intelligence (AI) is a rapidly advancing field of technology that has been around for decades. It has been used in many different ways, from controlling robots to creating virtual assistants. AI has come a long way since its inception, and its history is a fascinating one. In this article, we’ll take a look at the history of AI implementation, from its humble beginnings to the present day.


Early Beginnings of AI

The history of AI began in the 1950s, when computer scientist Alan Turing proposed the concept of a “thinking machine” in his paper “Computing Machinery and Intelligence.” This paper laid the groundwork for the development of AI, and Turing’s work has been credited as the inspiration for many of the advancements in AI technology today. In 1956, the first AI program, the Logic Theorist, was developed by Allen Newell and Herbert Simon. This program was designed to solve mathematical problems and was the first program to use heuristics, or rules of thumb, to make decisions.

AI in the 1960s and 1970s

In 1965, the first AI language, called Lisp, was developed. Lisp was designed to be a programming language that was easy to use and understand. It was used to create AI applications, and it is still used today. In 1966, the first AI robot, Shakey, was developed by the Stanford Research Institute. Shakey was the first robot to be able to move around and interact with its environment. In the 1970s, AI was used to create expert systems, which are computer programs that are designed to mimic human experts in a particular field. The first expert system, called MYCIN, was used to diagnose blood infections.


AI in the 1980s and 1990s

In the 1980s, AI was used to create neural networks, which are computer programs that are designed to mimic the human brain. Neural networks are used to recognize patterns and make predictions. In the 1990s, the first AI-based computer game, called Deep Blue, was developed. Deep Blue was able to beat world chess champion Garry Kasparov in 1997. In the same year, the first AI-based virtual assistant, called ELIZA, was developed. ELIZA was able to understand natural language and respond to questions.

AI in the 21st Century

In the 21st century, AI has become increasingly advanced. AI is now used in many different areas, from autonomous vehicles to healthcare. AI is used to create virtual assistants like Siri and Alexa, which are able to understand natural language and respond to questions. AI is also used to create computer vision systems, which are able to recognize objects and faces. In addition, AI is being used to create chatbots, which are computer programs that are able to converse with humans in natural language. AI is also being used to create robots that are able to interact with their environment and complete tasks.


AI has come a long way since its inception in the 1950s. From humble beginnings, AI has become an increasingly powerful tool that is being used in many different areas. From autonomous vehicles to virtual assistants, AI is being used to create smarter, more efficient systems. As AI continues to evolve, it will become an even more powerful tool for solving complex problems and creating new possibilities.