8 kinds of artificial intelligence you should know about
Artificial intelligence can be called the most complex and amazing creation of mankind. If we do not consider the fact that this field is still largely underdeveloped, it means that all the wonderful artificial intelligence applications we see today are only a small segment of artificial intelligence. Although on this fact It has been repeatedly emphasized and reiterated, it is still difficult to fully understand the potential impact of artificial intelligence in the future. The reason is that even in such times artificial intelligence has had a revolutionary impact on society. It can also be called a relatively early stage of development.
The rapid development of artificial intelligence and its powerful capabilities have made people think about the inevitability and closeness of acquiring artificial intelligence. In addition, the changes that Artificial Intelligence has brought in all walks of life have reassured business leaders and the public that we are about to reach the pinnacle of Artificial Intelligence. However, understanding the possible types of AI and the types that exist today will provide a clearer understanding of the current AI capabilities and the long way to AI research.
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Understand the types of AI classification. Since artificial intelligence research aims to allow machines to imitate human functions, the degree to which artificial intelligence systems can replicate human capabilities is used as a criterion for defining the types of artificial intelligence. In terms of versatility and performance, artificial intelligence can be classified as one of many types of artificial intelligence. In such a system, artificial intelligence capable of performing more human functions with the same ability will be regarded as more advanced artificial intelligence, while artificial intelligence with limited functions and performance will be regarded as simpler and less advanced.
Based on this standard, there are two ways to classify artificial intelligence: one based on the similarity between human thinking and their ability to "think" or even "feel". People According to this classification system, there are four types of artificial intelligence or artificial intelligence-based systems: jet machines, machines with limited memory, theory of mind, and confident artificial intelligence. So read our article completely to know about 8 kinds of artificial intelligence you should know about.
But here we would like to inform you only on 8 types of artificial intelligence which may be according to my opinion.
1- Artificial reactive machines intelligence (ARMI)
These are the oldest forms of artificial intelligence systems with extremely limited functions. They mimic the ability of the human mind to respond to different types of stimuli. These machines lack memory-based features. There are actions, but these machines cannot "learn". These machines can only be used to automatically respond to a limited set or set of input signals. They cannot be used to rely on storage to improve your storage operations.
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| Photo by Pavel Danilyuk from Pexels |
A popular example of a reactive artificial intelligence machine is the IBM Deep Blue, which defeated the chess master Gary Kasparov in 1997.
2- Artificial memory-constrained intelligence (AMCI)
Memory-constrained machines are not only purely reactive machines, but can also learn from historical data to make decisions. Almost all applications we know belong to this type of artificial intelligence. Like people who use deep learning, they use large amounts of training data stored in memory for training to form reference models for solving future problems.
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| Photo by George Milton from Pexels |
For example, the artificial intelligence used for image recognition is trained on thousands of images and their labels. Used to name the scanned object. When an image is scanned by such artificial intelligence, it uses the training image as a reference to understand the content of the image presented to it, and accurately marks new images each time based on its "learning experience."
Almost all artificial intelligence applications, from chatbots and virtual assistants to self-driving cars, now run on artificial intelligence with limited memory.
3- Artificial theory of Mind intelligence (ATMI)
Although the above two types of artificial intelligence have been discovered and innumerable are yet to be discovered, the following two types of artificial intelligence currently exist, whether in concept or in action. At the level of theory of mind artificial intelligence will be able to better understand the entities with which it interacts and recognize their needs, feelings, beliefs and thought processes. Although artificial intelligence is already a young industry and AI is an area of interest for leading AI researchers to reach the level of mental theory, there is a need for development of other AI industries as well, as AI machines can be combined with people as humans. and their minds can be shaped right to truly understand human needs. Many factors actually "understand" man.
4- Artificial self aware intelligence (ASAI)
This is the final stage of the evolution of artificial intelligence. It currently only exists in hypotheses. A self-explaining autonomous artificial intelligence is an artificial intelligence that has evolved very much like the human brain, and it has evolved into self-consciousness. Created for decades, if not centuries, past and present are the ultimate goals of all artificial intelligence research. This type of artificial intelligence can not only understand and evoke the emotions of the people interacting with it, but also have emotions, needs, and beliefs. , Maybe it's their own wish. This is the kind of artificial intelligence that tech rock predictors are afraid of. Although the development of self-awareness can quickly accelerate our progress as a civilization, it can also lead to disasters. This is because once Artificial Intelligence realizes itself, it will be able to elicit ideas such as self-protection, which could directly or indirectly mean the end of humanity, as such an entity would not be able to protect anyone. Wisdom and planning can easily be overcome With the goal of capturing humanity.
Another classification system most commonly used in technical terms is to classify technologies into narrow artificial intelligence (ANI), general artificial intelligence (AGI), super artificial intelligence (ASI) and humanoid artificial intelligence (HAI).
5- Artificial narrow intelligence (ANI)
This type of artificial intelligence represents all existing artificial intelligence, including the most complex and powerful artificial intelligence developed so far. Artificial intelligence in a narrow sense refers to an artificial intelligence system that can only rely on human capabilities to perform a certain task autonomously. There is nothing but the purpose for which they are programmed, so the scope of their capabilities is very limited or narrow. According to the above classification system, these systems correspond to all reactive artificial intelligence and artificial intelligence with memory limitations. Even the most sophisticated artificial intelligence used by machines. ANI includes self-paced learning and deep learning.
6- General artificial intelligence (GAI)
General artificial intelligence has the ability to learn, understand, and complete human functions of artificial intelligence agents. These systems will be able to independently develop many capabilities and create connections and generalization among areas, which will reduce the necessary time. By copying our cross-functional capabilities, this Artificial Intelligence system makes it powerful like humans.
7- Artificial Super Intelligence (ASI)
Development of Artificial Super Intelligence is likely to be the peak of artificial intelligence research, because the artificial intelligence will be the most powerful form of wisdom so far. ASI will not only reproduce the versatile wisdom of humans, but it will be better due to high memory, fast data processing and analysis, and all decision-making capabilities. The development of AGI and ASI will lead to a more famous landscape, integrity. Although such powerful machines look attractive, but these machines can also threaten our existence, or at least change the way of our lives.
8- humanoid artificial intelligence (HAI)
Humanoid artificial intelligence is the artificial intelligence that a human-like machine has a human-like brain that can do everything that a human does, as you must have seen in many movies and serials that a human machine that thinks like humans.
Can talk like humans and can do all things like humans for example there was a TV serial in India Bahu Hamari Rajinikanth, Robot movie released in India and its next part Robot 2.2, Robot movie like humanoid complete. They can become a threat to mankind, they are advanced humanoid in a way, so a lot of care has to be taken in the development of artificial humanoid intelligence.
Now it is difficult to imagine how much advanced types of artificial intelligence will appear in our world? However, it is clear that considering the current situation of artificial intelligence, it is still a long way to go. For those who keep negative perspectives about the future of artificial intelligence, it means that it will be hasty to worry about specificity and there is still time to protect the artificial intelligence. For the optimistic people about the future of artificial intelligence, the fact that we have come in contact with the surface of the development of artificial intelligence, makes the future even more exciting.
What do you think about this article kinds of artificial intelligence you should know about, in the comment section, you will definitely tell and if possible, share it too.
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