7 Types of Artificial Intelligence 2021
Artificial Intelligence is one of the most difficult and challenging innovations of humans. But the field remains unexplored. Every outstanding application of AI is attracting the tech industry. Still, a lot of people can’t understand that what is artificial intelligence, how AI works, what are vital applications of AI, etc. The significant reason behind this is the low awareness of AI technology in society, though it is in an emerging stage.
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The rapid development and outstanding capabilities of AI have increased its necessity. AI is transforming every business vertical and giving tremendous benefits. This trend made AI technology as the most sought-after technology in the market. Also, a strong belief in the public that AI is near to reach its peak levels is expanding.
Latest types of artificial intelligence will depict the capabilities of AI systems. The below are the top seven significant types of AI.
Types of Artificial Intelligence
The idea behind AI development is to make machines capable enough to perform human-like tasks. So, based on how an Artificial intelligence system can do a human task, specific AI type is determined. Based on the performance and flexibility of AI machines, the types of AI are classified.
What is the most advanced AI?
The type of AI which performs more human-like tasks with equal levels of ability called the most advanced type of artificial intelligence.
What is Simple AI type?
On the other hand, an AI system with limited performance is called a simple AI type.
Based on performance, capability in doing tasks, and thinking power (exactly like humans), the AI-powered systems are classified into four types.
Now, we look into
what are the seven stages of ai? briefly explain each of them?
#1 Reactive Machines
This kind of AI-based machine has a limited ability to perform human tasks. They replicate the human mind’s capability to respond to various events. It means that the reactive machines never use past experience to perform present actions. Because of its inability to learn from previous data to do the current task, these systems are called the oldest forms of AI machines.
The reactive machines are used to give a response to the limited input combinations. These systems can’t improve their performance with the experience gained previously.
#2 Limited Memory
Unlike reactive machines, the Limited memory machines can learn from previous experiences to make perfect decisions. Almost every existing AI application will come under this AI category. All existing AI-based machines that uses machine learning and deep learning techniques are trained by vast data. This data is stored in system memory and helped to solve future issues.
For example, virtual image recognition systems are trained by thousands of images to recognize the objects it scans. When an AI system scans a specific image, it uses the older images for reference and interprets the given image. Based on its previous learning experience, it recognizes new images with more accuracy.
Almost, all existing AI applications ranging from AI chat-bots and virtual assistants to autonomous vehicles are run on limited memory AI types.
#3 Theory of Mind
This is an open area where researchers still innovating the existing AI systems. Theory of mind is an advanced type of AI machines. It can understand the entities better by analyzing their emotions, needs, beliefs as well as processes.
It’s a fact that artificial emotional intelligence is an open area for researchers to invent more. But, to achieve the theory of mind level of AI needs the development of more advanced branches of AI. AI-powered machines have to interpret human minds better to predict their requirements. It means that the development of AI machines should understand human needs.
#4 Self-aware AI
Self-aware AI is one of the significant stages of artificial intelligence that exists theoretically today. It is self-explanatory and acts similarly to the human brain. Building this type of AI system takes decades. Upon its realization, it will become the ultimate objective of all AI research.
Self- aware AI can read and evoke emotions that it interacts with and have its own needs, beliefs, and emotions. It means that this advanced AI system can take its own decisions. But, the thing is, these self-decisions might ruin our presence.
In addition to above artificial intelligence classification, the below are the few more kinds of artificial intelligence that are prominent:
#5 Artificial Narrow Intelligence (ANI)
ANI is one of the major type of artificial intelligence. Narrow AI represents all the existing AI types that ranged from the most complex and proficient AI that has never been developed yet. It is an AI system that performs tasks autonomously with its human-like capabilities. These AI-powered machines can only do what they programmed to do. Thus, ANI includes a narrow range of abilities.
Hence, narrow artificial intelligence is related to reactive and limited memory AI types. The self-learning AI machine that uses machine learning algorithms and deep learning techniques come under the ANI category.
#6 Artificial General Intelligence (AGI)
An AGI system has the ability to understand, identify, learn, and act completely like humans. These artificial intelligence systems can build abilities on their own to form associations across domains. Thus, an AGI system can reduce the overall training time. This will improve the capability of AI systems to replicate multi-tasks exactly like humans.
Narrow AI Vs General AI
The main difference between narrow AI is that narrow AI (Weak AI) is where we have been. General AI (strong AI) refers to more advanced developments of AI in the Future. Narrow AI refers to AI which can handle just one particular task. But, in strong AI, the capabilities of artificial intelligence technologies are more advanced and can perform any kind of task when is assigned to do like a human.
#7 Artificial Superintelligence (ASI)
The ASI type of AI is the peak level of AI research. The Artificial General Intelligence in the coming years will become the most capable form of AI. ASI systems can perform faster data processes and analysis. In addition, the systems also designed with decision-making capabilities. This is because ASI machines developed with awesome memory abilities.
However, the drawbacks of the evolution of AGI and ASI types of AI might threaten human existence.
Now, we will look at what these types of AI systems can modernize the industries.
Three Revolutionary Aspects Of Artificial Intelligence
In the next coming years, intelligent machines will have a great impact on our daily lives. AI robots are the best example of it. These robots can perform difficult surgical operations. Fast, accurate, and reliable outcomes are possible with AI. Below are the four innovative aspects of Artificial Intelligence that offer a brilliant future to individuals/businesses.
• Fighting Unemployment
Many are thinking that AI machines will replace the human workforce in the future. But, artificial intelligence technology will create thousands of jobs in the future. Eradicates unemployment and creates more and more jobs. Because the implementation of new technologies and maintenance of intelligent machines always needs a human workforce. Hence Artificial intelligence employs a large number of people in the future.
But, if you want to grab the AI opportunities, you need to train well before they completely rolled out in the market. Training on AI technology gives abundant opportunities for aspirants.
• Modernizes Automobile Industry
Due to the lack of concentration, while driving vehicles, humans may do many accidents. But, intelligent self-driving vehicles can reduce such accidents. Still, multiple test drives are going on these autonomous cars to take them on road.
• Modernizes Healthcare Industry
The healthcare sector is where AI is highly ruling in recent past years. It’s a fact a highly skilled medical professional sometimes can fail to save patients after they perform surgical operations. I’m I, right? Yes, we may have seen this kind of scenario many times in hospitals.
But, intelligent AI-powered medical machines or robots are well programmed to do complex surgeries quickly with more accuracy. However, artificial intelligence robots have already captured brand in the market in terms of performing invasive surgeries.
To know more about how artificial intelligence will change the existing industrial processes. Visit our blog page – The Significance of AI Technology by Industry.
Just imagine the world with more advanced types of AI. The development of complex and advanced AI systems will take time, but surely will launch soon. One should remember that along with the benefits, advancements in AI also comprise a few disadvantages. Be ready to experience the both!
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