Artificial Intelligence Write For Us – The main objective of the research to develop artificial intelligence is to ensure that machines or technological devices have the capabilities that humans have. The degree to which devices can achieve this goal is used to determine which type of artificial intelligence they belong to.
AI has given a lot to talk about since today, there is a wide variety of machines with different types of artificial intelligence that have learned to master various complex tasks, such as identifying human faces, translating texts into all languages, detecting tumors, driving vehicles, and identifying animals.
What are the types of artificial intelligence?
Next, we will see what types of artificial intelligence exist according to two different classifications.
Following this classification, there are four types of artificial intelligence or systems based on artificial intelligence:
- reactive machines
- limited memory
- Theory of mind
- self-awareness
Next, we will tell you what each type of artificial intelligence consists of.
1. Reactive machines
Of the existing types of artificial intelligence, these machines are the ones with the most limited capacity. Reactive machines have a response to different kinds of stimuli, and their functionality is not based on memory. This means they cannot use previous information, as humans do with past experiences. Basically, they can’t learn.
Systems with this type of artificial intelligence can automatically respond to one or more stimuli that have already been programmed. We cannot trust its memory or want to optimize any process by relying on it.
One of the most famous examples of this type of artificial intelligence was IBM’s Deep Blue machine, which defeated the world chess grandmaster and champion Garry Kasparov in 1997. The same is true of AlphaGo’s computer, one of the most inspiring examples of artificial intelligence today, which was created by Google and has already defeated many champions of the Japanese board game Go.
2. Limited Memory
In addition to having the ability to react to stimuli, this type of artificial intelligence can also learn from previous information to make decisions. Most of the applications that we know and use in our day to day have this type of AI.
You may wonder how machines learn without having to constantly study and remember information so as not to forget it, just like we humans do. Devices with this type of artificial intelligence use a large amount of ‘training’ data in their memory to have references to turn to when solving a problem or a task.
For example, a system created for image recognition is trained with millions of photographs together with their respective labels so that as soon as one is in front of it, it can be named without problems. When it scans the new image, it uses the data stored in its memory and relates the information to display the corresponding label.
3. Theory of Mind
This is where things get futuristic and complex, just like what we imagine when we hear the words ‘artificial intelligence.’
The first two types of artificial intelligence exist in many devices and systems we know today. However, the remaining two are simply concepts or true works of art in progress. Thousands of researchers are working to innovate and use the theory of mind intelligence.
When this type of artificial intelligence is achieved, machines can understand the people they interact with by identifying their needs, emotions, beliefs, and thought processes. To achieve this ambitious goal, it is necessary to master the field of artificial emotional intelligence and other areas of this discipline.
Making an artificial intelligence system perfectly understand humans, who change our minds all the time and have complex reasons influenced by thousands of factors, will undoubtedly be one of the most significant challenges for science. So far, it is clear that humans themselves have not succeeded.
4. Self-awareness
Self-awareness is still a hypothetical idea, but it is the final phase of artificial intelligence types. As its name indicates, it occurs when a system or machine can be aware of its own existence.
A self-aware system should be able to understand and evoke emotions in any person or being with which it interacts while having its own feelings, emotions, needs, beliefs, and even desires.
This level is the goal that research in artificial intelligence seeks to achieve, even if this means years or even centuries of continuous work and effort. Do you think that one-day humanity can develop this type of artificial intelligence?
Types of artificial intelligence according to their level of intelligence
As we mentioned before, this classification is used more than anything in the information technology area and consists of 3 types of artificial intelligence:
1. Artificial Narrow Intelligence (ANI)
This type of artificial intelligence, also known as narrow or weak AI, refers to systems that only perform tasks on their own using humans’ capabilities. They follow the orders of their programming but cannot go beyond what they are told to do.
If we go back to the first classification method, this is where reactive machines and those with limited memory would enter.
2. Artificial General Intelligence (AGI)
It refers to the ability of machines to reason, learn, perceive, understand, and function fully like us humans. Surprisingly, systems with this type of artificial intelligence can establish connections and generalizations with very little training time.
Examples of this type of artificial intelligence include image-processing machines, handwriting and voice recognition, natural language processing, and statistical learning through Big Data.
3. Artificial Super Intelligence (ASI)
This last level represents the pinnacle of artificial intelligence types and is superior to anything on Earth. Apart from matching the multifaceted capabilities of the human brain, this type of artificial intelligence surpasses our intelligence in all its actions and decisions. This is thanks to its infinite memory, data processing capacity, and its power of analysis to decide in the most correct way possible.
To sum it up, Elon Musk, co-founder and leader of Tesla named by Forbes magazine on January 8, 2021, as the wealthiest man in the world, defined this type of artificial intelligence as “a dictator from whom we could never escape.”
Although achieving the creation and development of a system with the most advanced types of artificial intelligence is a dream that thousands of scientists, researchers, and developers wish to fulfill, it should also be noted that it may involve some risks and concerns for human civilization. This has been depicted in multiple movies or television series, and we see it as something far away and impossible, but we don’t know if it could ever happen.
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