What is artificial intelligence and what methods does it depend on?
Scientific concept of artificial intelligence:
Artificial intelligence or artificial intelligence is certain behavior and characteristics of computer programs that make them simulate human mental capabilities and work patterns. One of the most important of these characteristics is the ability to learn, reason and react to situations that were not programmed into the machine. However, this term is controversial because there is no specific definition of intelligence.
History of artificial intelligence research:
In the middle of the 20th century, a few scientists began exploring a new approach to building intelligent machines, based on recent discoveries in neuroscience, a new mathematical theory of information, and the development of cybernetics, and above all, by the invention of the digital computer, a machine that could simulate Human computational thought process.
He founded the modern field of artificial intelligence research at a conference on the campus of Dartmouth College in the summer of 1956. These attendees became leaders of artificial intelligence research for decades, especially John McCarthy and Marvin Minsky, Allen Noel and Herbert Simon who founded the Artificial Intelligence Laboratories at MIT and the University of Carnegie Mellon (CMU) and Stanford, they and their students have written programs that most people have been amazed at. The computer was solving algebra problems, proving logical theorems, and speaking English. By the mid-1960s, this research was being funded generously by the US Department of Defense.
These researchers made the following predictions:
*- In 1965, H. a. Simon: "In 20 years, machines will be able to do anything a human can do."
*- In 1967, Marvin Minsky: "Within one generation ... the problem of creating 'artificial intelligence' will be largely solved."
But they failed to realize the difficulty of some of the problems they faced. In 1974, in response to the criticism of Sir James Lightell of England and the constant pressure from Congress to fund more productive projects, the US and British governments cut their funding for all undirected exploratory research in the field of artificial intelligence. This was the first setback in artificial intelligence research.
How can AI technology help organizations:
The main principle of AI is to mimic and transcend the way humans perceive and interact with the world around us. Which is fast becoming the mainstay of innovation. After artificial intelligence has become equipped with several forms of machine learning that recognize patterns in data, enabling predictions to be made.
Artificial intelligence can add value to your business through:
1- Provide a more comprehensive understanding of the abundance of available data
2- Relying on predictions to automate highly complex tasks in addition to the usual ones
Artificial intelligence in the sky of institutions:
AI technology improves the performance and productivity of organizations by automating processes or tasks that previously required manpower. AI can also understand data at a scale that no human can achieve. This ability can bring significant business benefits.
Most companies have made data science a priority and are still investing heavily in it. A 2021 McKinsey survey on AI found that companies reporting adoption of AI in at least one job increased to 56 percent, up from 50 percent in the previous year. Additionally, 27% of respondents reported that at least 5% of profits can be attributed to AI, up from 22% in the previous year.
Artificial intelligence delivers value to most jobs, businesses, and industries.
It includes general applications and applications for specific fields, such as:
1- Using transactional and demographic data to predict how much specific customers will spend
2 - The extent of their relationship with the company (or the lifetime value of the customer)
3 - Optimizing prices based on customer behavior and preferences
4 - Using the image recognition feature to analyze X-ray images for signs of cancer