Artificial Intelligence System Types: Artificial Intelligence is a technology that has completely altered the twenty-first century. Because AI is already a part of our everyday lives, I believe it is critical that we comprehend the many AI ideas. This essay on Artificial Intelligence Types will assist you in comprehending the many stages and classifications of AI.
What Is Artificial Intelligence and How Does It Work?
John McCarthy coined the term Artificial Intelligence in 1956. He defined AI as follows:
‘The art and science of creating intelligent machines.'
Artificial intelligence is sometimes defined as the creation of computer systems capable of executing activities that need human intelligence, such as decision-making, object detection, and problem-solving.
Artificial Intelligence Stages
During the investigation came across a number of papers that claimed Artificial General Intelligence, Artificial Narrow Intelligence, and Artificial Super Intelligence were the various types of AI.
Artificial Intelligence is divided into three levels. The Artificial Intelligence Learning Types are -
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Artificial Narrow Intelligence
- Artificial General Intelligence
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Artificial Super Intelligence
Artificial Narrow Intelligence
ANI, also known as Weak AI, is a level of Artificial Intelligence that involves robots that can only do a limited set of activities. The machine has no ability to reason at this point; it just performs a set of pre-defined functions.
Artificial General Intelligence
AGI, also known as Strong AI, is the stage in the evolution of Artificial Intelligence when robots will be able to reason and make decisions in the same way that humans do.
Strong AI has yet to be demonstrated, but it is expected that we will soon be able to develop machines that are as intelligent as humans.
Artificial Super Intelligence
Artificial Super Intelligence is the stage of Artificial Intelligence at which computers' capabilities surpass those of humans. ASI is currently a fictional scenario depicted in movies and science fiction novels in which machines have seized control of the Earth.
Artificial Intelligence Types
When someone asks you to describe the many types of AI systems, you must categorize them according to their capabilities.
AI can be classified into the following types based on the functionality of AI-based systems:
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Reactive Machines AI
- Limited Memory AI
- Theory Of Mind AI
- Self-aware AI
Reactive Machines AI
This sort of AI includes machines that function exclusively on current data, taking just the current situation into account. Reactive AI devices are unable to draw inferences from data in order to assess their future actions. They can only do a limited number of pre-defined jobs.
Limited Memory AI
Limited Memory AI, as the name implies, can make better decisions by analyzing past facts stored in its memory. This type of AI has a temporary or short-term memory that can be used to store prior events and so evaluate future behaviors.
Self-driving cars are AI with a limited memory that makes decisions based on data collected recently. Self-driving cars, for example, employ sensors to detect pedestrians crossing the road, hilly roads, traffic lights, and other factors in order to make smarter driving decisions. This aids in the prevention of future mishaps.
Theory Of Mind AI
The Mind's Theory Artificial Intelligence (AI) is a more advanced kind of AI. This type of machine is thought to play a significant influence in psychology. This sort of AI will primarily focus on emotional intelligence in order to better understand human beliefs and thoughts.
Self-aware AI
Let's just hope we don't get to the point where machines have their own awareness and are aware of themselves. Given the current state of affairs, this form of AI seems a little far-fetched. However, in the future, it may be conceivable to reach a level of superintelligence.
AI is a broad discipline that encompasses a variety of topics such as Machine Learning, Deep Learning, and others. Check out A2N Academy if you want to get started with AI&ML!