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TYPES OF AI: REACTIVE TO SELF-AWARE BEINGS

 

 

AI tools work with two particular stages machine learning and deep learning.

These are the sorts of technologies that have been able to play “Jeopardy!” well, and beat human Go masters at the most complicated game ever invented. These current intelligent systems are able to handle huge amounts of data and make complex calculations very quickly. But they lack an element that will be the key to build the sentient machines we picture having in the future.

 

 

 

Type I AI: Perfectly Reactive

With the basic form of AI system this type is purely reactive and has the ability neither to form memories nor to use past experiences to inform current decisions. This type of intelligence involves the computer perceiving the world directly and acting on what it sees. It doesn’t rely on an internal notion of the world.

Examples:

● IBM’s Beep Blue which beat Kasparov at chess

● Google’s Alpha Go which triumphed over human go champions

 

 

 

Type II AI: Limited memory

Looking into past information this Type II class contains machines and adds its preprogrammed representations of the world which also include lane markings, traffic lights and other important elements, like curves in the road. They’re included when the car decides when to change lanes, to avoid cutting off another driver or being hit by a nearby car.

Examples:

● Self-driving Vehicles

.● Chatbots, personal digital assistants

 

 

 

Type III AI: Mind Theory

This more advanced type can understand the feelings, intentions, and motifs. In psychology, this is called “theory of mind”. Actually this type III can have thoughts and emotions that affect their own behavior.

Examples:

● Sophia

● C-3P0 and R2-D2 form the star wars universe

 

Type IV AI: Self-awareness

The final step of AI development is to build systems that can form representations about themselves. Ultimately, AI researchers will have to not only understand consciousness, but build machines that have it. Consciousness is also called “self-awareness”. Conscious beings are aware of them, know about their internal states, and are able to predict feelings of others.

Examples:

● Eva in 2015 Movie Machina

● Synths in the 2015 TV seriese Humans

 

Source : pbs.twimg.com/media/DL7J5M_WAAAT_r-.jpg
theconversation.com/understanding-the-four-types-of-ai-from-reactive-robots-to-self-aware-beings-67616

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