Types of artificial intelligence: introduction of 7 models of artificial intelligence and the application of each

Today’s AI systems play an important role in our daily lives and improving business operations, but not all AI systems are created equal. In fact, there are different types of artificial intelligence, each of which is defined according to its capabilities, level of independence and performance. We want to understand more about this in this article Types of artificial intelligence and Application Let’s explain them.

Introducing types of artificial intelligence

In this article, we are going to briefly review the different types of artificial intelligence and their contribution to innovation and efficiency. If you are planning to use AI capabilities in your business or are looking for in-depth research in this area, understanding the differences between different AI models is an important first step.

Artificial intelligence models are introduced in different types, which we have explained below:

3 main types of artificial intelligence based on capabilities

Artificial intelligence systems can be categorized based on their capabilities, which include:

1. Narrow AI)

Narrow AI, also known as Weak AI, is the only type that exists today. This type of artificial intelligence can be trained to do a single or limited task better and faster than the human mind.

But limited artificial intelligence cannot go beyond its defined framework.

2 smart assistants Siri and Alexa from Amazon are considered limited artificial intelligence models. Even ChatGPT is considered a type of Narrow AI; Because its function is limited to text-based chat.

2. General AI

Artificial General Intelligence (AGI), also known as Strong AI, is currently only a theoretical concept. AGI can use its previous learning and skills when performing new tasks in different contexts and does not need to be trained by humans.

3. Super AI

Super AI, which is usually called artificial superintelligence (Artificial Superintelligence), like AGI, is completely in the theoretical stage. If this idea comes to fruition, Super AI will be able to think, reason, learn, judge, and have better cognitive abilities than humans.

Programs with super artificial intelligence capabilities go beyond understanding human emotions and experiences and have their own feelings, needs, beliefs and desires.

2 types of artificial intelligence based on performance

Artificial intelligence models can also be categorized based on their range of abilities and how they interact with their environment. In this field, there are 2 types of artificial intelligence:

Reactive machines

The simplest form of artificial intelligence is reactive machines. They respond to specific inputs with defined outputs but cannot remember their experiences for future use. These systems can make instant decisions but are limited due to lack of memory and learning capabilities.

An artificial intelligence that can play chess is an example of a reactive machine.

Limited memory artificial intelligence

Artificial intelligence systems with limited memory are more advanced than reactive machines; Because they can store data temporarily and learn from their past experiences to make more informed decisions. Most of the artificial intelligence applications used today are based on these systems.

Self-driving cars that use past data to navigate roads and avoid obstacles are prime examples of artificial intelligence with limited memory.

Emerging types of artificial intelligence technology

Artificial intelligence is constantly evolving, and new types of this technology are developed to tackle more complex challenges; Therefore, it is possible to refer to the emerging types of artificial intelligence systems, which include:

artificial intelligence theory of mind (Theory of mind AI)

Artificial intelligence theory of mind encompasses an area of ​​artificial intelligence research in which scientists seek to develop systems that can understand human emotions, beliefs, and intentions. Its main goal is to develop systems that can interact more closely with humans.

The technology is still in development, but theory-of-mind AI could one day be used to build more empathic AI systems and improve human-AI interactions in various industries.

Self-aware artificial intelligence

Self-aware AI represents the pinnacle of artificial intelligence, where machines are self-aware and self-aware. These systems not only understand their environment, but also understand their place in it.

At present, self-aware AI is purely hypothetical, but advances in neuroscience and AI research may one day bring us closer to reality.

Application of types of artificial intelligence

Each type of artificial intelligence that we have introduced in this article has different business benefits. Widely used in industries like retail and logistics, AI can automate repetitive tasks like customer service and save money.

Artificial General Intelligence (AGI), although still in development, has great potential to revolutionize industries such as healthcare and finance. AGI also advances drug discovery and research and development processes.

In the future, cloud artificial intelligence (if realized) can solve global challenges such as climate change and optimize global logistics.

In this article, we got acquainted with the types of artificial intelligence, capabilities and applications of each.

Frequently asked questions