In this piece we will discuss 3 kinds of Artificial Intelligence thoroughly as well as ideas about how Artificial Intelligence will evolve in the near future AI.
There are three types of artificial intelligence:
weak or narrow Artificial Intelligence general Artificial Intelligence or strong Artificial Intelligence as well as artificial superintelligence.
At present we have only mastered limited AI. The machine learning capabilities continue to improve & researchers are closer to the goal of achieving universal Artificial Intelligence Theoretical and speculative ideas about what the future holds for Artificial Intelligence circulate. There are two major theories.
One theory is built on the fear of futuristic future in which super intelligent robots are able to kill robotics control the globe either completely eradicating humans or imprisoning everyone such as in numerous stories of science fiction.
Another theory suggests the future as more positive in which bots and humans collaborate with human beings together artificial intelligence for enhancing their experience.
Artificial Intelligence tools are currently making huge impact on how we conduct business around the world performing tasks at the speed and effectiveness..that would be impossible for human beings..
READ MORE: The Rise of Augmented Reality: Transforming Our Digital Experience
But human emotions and imagination is distinct and distinctive making it difficult if not nearly impossible to reproduce with computer. Codebots believes in future.. that sees bots and humans cooperate to actually achieve the excellent results.
In this post in this article well discuss the three kinds of Artificial Intelligence in detail & ideas about how to boost the quality of AI. We will begin by defining artificial intelligence.
What exactly is Artificial Intelligence?
Artificial Intelligence is branch of computer science which aims to imitate or replicate human like intelligence within machines.. that is machines are able to perform tasks.. that usually call for human like intelligence. Certain programmable features of Artificial Intelligence systems are the ability to plan learn reason problems problem solving & making decisions.
Artificial Intelligence systems are powered by algorithms together techniques like deep learning machine learning & rules. Machine learning algorithms supply the data of computers to Artificial Intelligence machines with statistics to help Artificial Intelligence systems to improve. By with machine learning Artificial Intelligence systems become more efficient in their tasks without needing special programming accomplish this.
If youre just beginning to explore the world of Artificial Intelligence then youre probably acquainted with the science fiction representation of artificial intelligence. robotics.. that have human like traits. Were far from the level of human like robotic Artificial Intelligence. But theres many amazing scientific research and technologist are doing in the field of AI.
AI could encompass everything including Googles search algorithm and IBMs Watson as well as automated weapons. Artificial Intelligence technology are transforming the capabilities of companies across the globe by allowing humans to perform routine tasks.. that were previously tedious as well as collect in depth insights into their information through fast patterns recognition.
3 different types of AI
AI technologies are classified based on the ability they have to replicate human traits the methods used to achieve this the real world application as well as the theories of the mind..
that well explore in depth in the next section. Utilizing these traits as an initial reference all artificial intelligence system both real and imaginary are classified into three kinds:
- Artificial narrow intelligence (ANI) This offers slender range of skills;
- Artificial general Intelligence (AGI) is type of intelligence.. that is in line with human abilities; or
- Artificial superintelligence (ASI) is technology.. that has more capabilities than humans.
Artificial Narrow Intelligence (ANI) / Weak Artificial Intelligence / Narrow AI
Artificial narrow intelligence (ANI) is also called narrow Artificial Intelligence or weak Artificial Intelligence is the only type of artificial intelligence.. that we are able to bring off successfully. It is goal driven specifically designed to attain single task.
that are not related to each other i.e. face recognition voice recognition and voice assistants driving in car or browsing the internet as well as being extremely proficient at accomplishing the job.. that its designed to perform.
Although these machines appear to be intelligent they work within limited number of restrictions and limits and thats why the type of Artificial Intelligence is often known as weak AI. It doesnt imitate or duplicate human intelligence; it just mimics human behaviour using small set of variables and contextual factors.
Think about the speech and language recognition offered by Siri the Siri virtual assistant.. that is available on iPhones and vision recognition in auto driving vehicles & recommendations engines.. that recommend products you might like according to your previous purchases. They can only be trained or be trained to accomplish particular jobs.
Narrow Artificial Intelligence has seen number of advancements over the past decade thanks to advances in machine learning and deep learning.
As an example Artificial Intelligence systems today are utilized in medical diagnostics to detect various diseases and cancers with an extreme degree of accuracy thanks to the reproduction of human like cognitive abilities and reasoning.
The machine intelligence of Narrow Artificial Intelligence comes through the application in natural language processing (NLP) to complete the tasks. NLP is apparent in chatbots as well as other Artificial Intelligence technology.
Through the ability to understand the natural language of speech and speech Artificial Intelligence is programmed to engage with humans with natural personalized method.
The narrow Artificial Intelligence could be reactive or possess memory.. that is limited. Reactive Artificial Intelligence is the most basic it does not have capacity for memory or storage of data and mimics the human brains ability to recognize different types of stimuli without previous experiences.
The Artificial Intelligence with limited memory is better & comes with learning and data storage capabilities which allow Artificial Intelligence to make use of the data from previous years to make the decisions.
A majority of Artificial Intelligence is memory limited Artificial Intelligence which makes use of huge amounts of data to perform deep learning.
Deep learning can provide personalisation of Artificial Intelligence experience such as virtual assistants search engines.. that can store information about you and tailor the future experience you have.
Examples of the narrow AI
- Rankbrain by Google / Google
- SearchSiri developed by Apple Alexa by Amazon Cortana by Microsoft and many more virtual assistants
- IBMs Watson
- Face recognition software for image or image images
- Diagnostic mapping tools and predictive tools
- Robots for manufacturing and drones
- Email spam filters / social media monitoring tools for dangerous content
- Entertainment or marketing content recommendations based on watch/listen/purchase behaviour
- Cars.. that self drive
Artificial General Intelligence (AGI) / Strong Artificial Intelligence / Deep AI
Artificial General Intelligence (AGI) is also known as deep Artificial Intelligence as well as deep Artificial Intelligence it is the notion of computer with general intelligence which resembles human behavior and intelligence capable of learning and use its knowledge to resolve any challenge.
AGI can be able to think perceive and behave in manner.. that is identical to.. that of humans in any scenario.
AI researchers as well as scientists havent yet developed powerful AI. For them to succeed theyd have to figure out way to let machines be conscious by creating complete set of cognitive capabilities. They would need to push experiences up notch.. that is not just improving the performance on single task and gaining the capacity to apply the experience based knowledge they have acquired in wide variety of problems.
Strong Artificial Intelligence is based on theory of mind Artificial Intelligence model.. that refers to the capacity to recognize needs emotions as well as the thoughts and ideas of intelligent titles. The theory of mind is the level at which Artificial Intelligence does not focus on replication or simulation. Its the process of educating machines to comprehend human beings.
The enormous challenge to create powerful Artificial Intelligence shouldnt be too surprising considering.. that the human brain serves as the most well known model of general intelligence. lack of knowledge about the functions of the brain in humans has scientists struggling to duplicate the basic actions of movement and sight.
Fujitsus K which is among the most powerful supercomputers has been one of the notable efforts in the quest to create powerful Artificial Intelligence however when you consider.. that that it took more than 40 minutes to replicate the same amount of activity It is hard to know whether powerful Artificial Intelligence is possible within the near future. When facial and image recognition technology improves its likely.. that well witness improvements in the capacity of computers to understand and recognize.
Artificial Superintelligence (ASI)
Artificial superintelligence (ASI) is the Artificial Intelligence in the future which doesnt simply duplicate or recognize human behaviour and intelligence; ASI is the point at which machines are autonomous and can surpass the limits of human brains and abilities.
Superintelligence is long the muse for dystopian science fiction where robots conquer take over humans or even enslave them. Artificial superintelligence has Artificial Intelligence grow to become like human experiences and emotions.. that it cant simply comprehend the human experience. But it also triggers emotions.. that are based on needs values beliefs as well as desires.. that are the individual.
Apart from reproducing the multi faceted intellect.. that humans possess ASI would theoretically be far superior to everything else.. that we are involved in: maths sciences sports medical art as well as emotional bonds hobbies and everything else.
ASI has higher memory & be able to analyze and process data as well as stimuli. Therefore the decision making and problem solving capabilities of super intelligent creatures would outshine the human brain.
The possibility of having these advanced machines available to us could be appealing. But the idea itself is numerous unexplored effects. If super intelligent beings.. that are self aware were to emerge it would allow them to think of thinking.. that could be self sustaining. What impact.. that will affect humanity survival and the way we live it is purely speculation.
Is Artificial Intelligence dangerous? Do robots have the potential to rule the entire world?
The rapid expansion of Artificial Intelligence and its powerful capabilities have left many nervous about AIs inevitability and proximity of the possibility of an Artificial Intelligence taking over.
In the book Superintelligence Nick Bostrom starts by introducing The Unfinished Fable of the Sparrows. The basic idea is.. that certain sparrows decided to get to have pet owl. Many of them thought it was fantastic however one of them was skeptical raising doubt about whether they might control the owl. It was dismissed as an well deal with.. that problem when its problem issue.
Elon Musk is person with the same concerns about superintelligent beings and could claim.. that humans are sparrows in Bostroms metaphor as well as ASI is an Owl.
Like the sparrows with there is control problem is especially concerned because we will have only one shot at getting it solved.
Mark Zuckerberg is less worried regarding this hypothetical control issue. He says the advantages of Artificial Intelligence overshadow any potential negatives.
The majority of researchers believe.. that intelligent Artificial Intelligence will not exhibit human emotions. We are not able to predict.. that ASI to become violent. In assessing how Artificial Intelligence could be threat in the future two main scenarios were identified as the likely.
AI can be programmed to perform things.. that are destructive.
The autonomous weapons of today are Artificial Intelligence devices.. that are programmed to take out. When used by an uninitiated person these weapons may result in an Artificial Intelligence conflict or mass deaths possibly even humankinds demise. They could be constructed for very difficult task to turn off & humans may very quickly be able to lose control. The risk exists even in the case of simple Artificial Intelligence However the risk increases when autonomy grows.
AI can be programmed in way to achieve something useful however it could also develop an unproductive method to achieve the goal.
Its not easy programming machines to accomplish task if you do not carefully and precisely describe your goal. Think about asking an intelligent automobile to drive you around at the speed.. that is most convenient. The phrase as fast as possible is not consideration of safety road regulations or other rules. smart car might finish its job. But what damage could be caused by the procedure? When machine is assigned an objective. But we have to modify the objective or even to end the process How can we assure.. that the machine does not view the efforts we make to hinder it as an obstacle towards its purpose? How do we assure the machine isnt doing whatever it takes to achieve the goal? There is risk in whatever it takes and the risk associated.. that come with Artificial Intelligence dont have to be about sense of malice. But rather about competence.
Superintelligent Artificial Intelligence could be highly effective in achieving goals regardless of what they are however we must assure.. that these goals are in line with our own goals if we want to have some form of supervision.
Whats the next step of AI?
Its hot topic. Do we have the capability to create powerful Artificial Intelligence (or artificial intelligence)? Do they even exist? Experts are optimistic and believe AGI as well as ASI can be achieved. But its extremely difficult to figure out the distance were from achieving these levels of AI.
The boundary between the computer program and Artificial Intelligence is hazy. Imitating few aspects of human behavior and intelligence is fairly easy however making computer generated equivalent of human intelligence is quite different tale. Although Artificial Intelligence is at beginnings & the pursuit for strong Artificial Intelligence was once believed to be science fiction advances in machine and deep learning show.. that we need to become more realistic in our expectations of the potential for achieving Artificial Intelligence.. that is general in its life time.
Its daunting thought to think about the possibility of world where computers are more efficient than human beings at what makes humans. Its difficult to predict with certainty the impact.. that Artificial Intelligence advances could have on the world and the ease of eradication issues like poverty and disease can be envisioned.
At present the biggest problem.. that humanity faces in regards to the narrow Artificial Intelligence technologies is the possibility of rapid automated systems.. that are goal oriented causing lot of jobs performed by human beings to go out of date. In his presentation What does Artificial Intelligence add to our lives? during the 2020 Digital Life Design (DLD) Conference in Munich Germany Gary Kasparov Kasparov who was the newest world champion chess player and the excellent in chess for the past 20 years gave an alternative view.
Kasparov said.. that weve got more to lose than win in the field of Artificial Intelligence & as opposed to becoming irrelevant Humans are likely to become more prominent. Kasparov declares Jobs dont disappear they change. Eliminating people from jobs.. that are repetitive makes them more imaginative. Humanitys future race depends on the ability to be creative.
The future of technology is combination of human and machine working in tandem. Artificial Intelligence will give you the things you desire most most…time.
Codebots was built around the idea of world.. that humans and bots can cooperate with the bots doing the work so.. that humans can be more creativity. The end of the time Artificial Intelligence technologies are instrument designed to enhance the experience of humans and to improve our lives.