Artificial intelligence

Artificial intelligence is a branch of computer science that aims to create intelligent machines. It has become an essential part of the technology industry.

Research associated with artificial intelligence is highly technical and specialized. The core problems of artificial intelligence include programming computers for certain traits such as:

• Knowledge
• Reasoning
• Problem solving
• Perception
• Learning
• Planning
• Ability to manipulate and move objects

Knowledge engineering is a core part of AI research. Machines can often act and react like humans only if they have abundant information relating to the world. Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating common sense, reasoning and problem-solving power in machines is a difficult and tedious task.

Machine learning is also a core part of AI. Learning without any kind of supervision requires an ability to identify patterns in streams of inputs, whereas learning with adequate supervision involves classification and numerical regressions. Classification determines the category an object belongs to and regression deals with obtaining a set of numerical input or output examples, thereby discovering functions enabling the generation of suitable outputs from respective inputs. Mathematical analysis of machine learning algorithms and their performance is a well-defined branch of theoretical computer science often referred to as computational learning theory.

Machine perception deals with the capability to use sensory inputs to deduce the different aspects of the world, while computer vision is the power to analyze visual inputs with a few sub-problems such as facial, object and gesture recognition.

Robotics is also a major field related to AI. Robots require intelligence to handle tasks such as object manipulation and navigation, along with sub-problems of localization, motion planning and mapping.

Applications of AI:

Artificial intelligence AI has a huge impact on many of the fields and some of them are mentioned below,

Gaming :

It plays an important role in strategic games like chess, tic tac toe etc. Here the machine should be able to think of multiple possible steps based on heuristic knowledge.

Natural Language Processing:

Able to communicate with the computers that understands human used natural language.

Expert Systems:

There are a few applications which incorporate machine, programming, and some special data to confer thinking and prompting. They give clarification and exhortation to the users.

Vision Systems:

These type of systems are able to understand, interpret and grasp visual input on computer.

Ex: A spying plane or drone takes pictures, which are utilized to make sense of spatial data or guide of the zones and areas.

Speech Recognition:

You will find some systems which are able to understand the language which is used by humans and talk to them. They can even understand the slang, background noise, accent etc.

Handwriting Recognition:

This special software will be able to read the text written either by a pen or stylus on pape or screen respectively. It also understands the letter shapes and will convert it into editable text.

Intelligent Robots:

Robots are one of the best creation by humans . They can do multiple tasks within no time. Though they cannot be alternate to humans, but are very efficient when doing any tasks.

They are comprised of sensors which detects few physical data like light, heat, temperature, movement, pressure etc just like humans. They also possess good processors and huge memory.

The best part about these systems is that they are adaptable to the environment around them.

Now, let us look into the pros and cons of artificial intelligence.

Advantages of Artificial Intelligence:

Artificial intelligence is complex in nature. It uses very complicated mixture of computer science, mathematics and other complex sciences.Complex programming helps these machines replicate the cognitive abilities of human beings.

1. Error Reduction:

Artificial intelligence helps us in reducing the error and the chance of reaching accuracy with a greater degree of precision is a possibility. It is applied in various studies such as exploration of space.

Intelligent robots are fed with information and are sent to explore space. Since they are machines with metal bodies, they are more resistant and have greater ability to endure the space and hostile atmosphere.

They are created and acclimatized in such a way that they cannot be modified or get disfigured or breakdown in the hostile environment.

2. Difficult Exploration:

Artificial intelligence and the science of robotics can be put to use in mining and other fuel exploration processes. Not only that, these complex machines can be used for exploring the ocean floor and hence overcoming the human limitations.

Due to the programming of the robots, they can perform more laborious and hard work with greater responsibility. Moreover, they do not wear out easily.

3. Daily Application:

Computed methods for automated reasoning, learning and perception have become a common phenomenon in our everyday lives. We have our lady Siri or Cortana to help us out.

We are also hitting the road for long drives and trips with the help of GPS. Smartphone in an apt and every day is an example of the how we use artificial intelligence. In utilities, we find that they can predict what we are going to type and correct the human errors in spelling. That is machine intelligence at work.

When we take a picture, the artificial intelligence algorithm identifies and detects the person’s face and tags the individuals when we are posting our photographs on the social media sites.

Artificial Intelligence is widely employed by financial institutions and banking institutions to organize and manage data. Detection of fraud uses artificial intelligence in a smart card based system.

4. Digital Assistants:

Highly advanced organizations use ‘avatars’ which are replicas or digital assistants who can actually interact with the users, thus saving the need of human resources.

For artificial thinkers, emotions come in the way of rational thinking and are not a distraction at all. The complete absence of the emotional side, makes the robots think logically and take the right program decisions.

Emotions are associated with moods that can cloud judgment and affect human efficiency. This is completely ruled out for machine intelligence.

5. Repetitive Jobs:

Repetitive jobs which are monotonous in nature can be carried out with the help of machine intelligence. Machines think faster than humans and can be put to multi-tasking. Machine intelligence can be employed to carry out dangerous tasks. Their parameters, unlike humans, can be adjusted. Their speed and time are calculation based parameters only.

When humans play a computer game or run a computer-controlled robot, we are actually interacting with artificial intelligence. In the game we are playing, the computer is our opponent. The machine intelligence plans the game movement in response to our movements. We can consider gaming to be the most common use of the benefits of artificial intelligence.

6. Medical Applications:

In the medical field also, we will find the wide application of AI. Doctors assess the patients and their health risks with the help of artificial machine intelligence. It educates them about the side effects of various medicines.

Medical professionals are often trained with the artificial surgery simulators. It finds a huge application in detecting and monitoring neurological disorders as it can simulate the brain functions.

Robotics is used often in helping mental health patients to come out of depression and remain active. A popular application of artificial intelligence is radiosurgery. Radiosurgery is used in operating tumors and this can actually help in the operation without damaging the surrounding tissues.

7. No Breaks:

Machines, unlike humans, do not require frequent breaks and refreshments. They are programmed for long hours and can continuously perform without getting bored or distracted or even tired.

Disadvantages of Artificial Intelligence:

1. High Cost:

Creation of artificial intelligence requires huge costs as they are very complex machines. Their repair and maintenance require huge costs.

They have software programs which need frequent up gradation to cater to the needs of the changing environment and the need for the machines to be smarter by the day.

In the case of severe breakdowns, the procedure to recover lost codes and re-instating the system might require huge time and cost.

2. No Replicating Humans:

Intelligence is believed to be a gift of nature. An ethical argument continues, whether human intelligence is to be replicated or not.

Machines do not have any emotions and moral values. They perform what is programmed and cannot make the judgment of right or wrong. Even cannot take decisions if they encounter a situation unfamiliar to them. They either perform incorrectly or breakdown in such situations.

3. No Improvement with Experience:

Unlike humans, artificial intelligence cannot be improved with experience. With time, it can lead to wear and tear. It stores a lot of data but the way it can be accessed and used is very different from human intelligence.

Machines are unable to alter their responses to changing environments. We are constantly bombarded by the question whether it is really exciting to replace humans with machines.

In the world of artificial intelligence, there is nothing like working with a whole heart or passionately. Care or concerns are not present in the machine intelligence dictionary. There is no sense of belonging or togetherness or a human touch. They fail to distinguish between a hardworking individual and an inefficient individual.

4. No Original Creativity:

Do you want creativity or imagination?

These are not the forte of artificial intelligence. While they can help you design and create, they are no match for the power of thinking that the human brain has or even the originality of a creative mind.

Human beings are highly sensitive and emotional intellectuals. They see, hear, think and feel. Their thoughts are guided by the feelings which completely lacks in machines. The inherent intuitive abilities of the human brain cannot be replicated.

5. Unemployment:

Replacement of humans with machines can lead to large scale unemployment.

Unemployment is a socially undesirable phenomenon. People with nothing to do can lead to the destructive use of their creative minds.

Humans can unnecessarily be highly dependent on the machines if the use of artificial intelligence becomes rampant. They will lose their creative power and will become lazy. Also, if humans start thinking in a destructive way, they can create havoc with these machines.

Artificial intelligence in wrong hands is a serious threat to mankind in general. It may lead to mass destruction. Also, there is a constant fear of machines taking over or superseding the humans.

Based on the above discussion, the Association for the advancement of artificial intelligence has two objectives – to develop and advance the science of artificial intelligence and to promote and educate about the responsible usage of artificial intelligence.

Identifying and studying the risk of artificial intelligence is a very important task at hand. This can help in resolving the issues at hand.Programming errors or cyber attacks need more dedicated and careful research.Technology companies and technology industry as a whole needs to pay more attention to the quality of the software. Everything that has been created in this world and in our individual societies is the continuous result of intelligence.

Artificial intelligence augments and empowers human intelligence.So as long we are successful in keeping technology beneficial, we will be able to help this human civilization.

Everything that has been created in this world and in our individual societies is the continuous result of intelligence.Artificial intelligence augments and empowers human intelligence. So as long we are successful in keeping technology beneficial, we will be able to help this human civilization.

AI Safety Research:

In the recent times and in near future, the need of having beneficial effects of artificial intelligence on the society has motivated research in many areas like security or control to nontechnical topics like economics and law.

While laptop crash might be a little trouble, but this is a highly undesirable event if it is an airplane autopilot software malfunction or a lapse on your trading terminal or even your power grid monitoring.

Lethal autonomous weapons are also a product of artificial intelligence and the near future challenge is to control the same.

Creating artificial intelligence is perhaps the biggest event for mankind. If used and developed constructively, we can use artificial intelligence to eradicate poverty and hunger from human race.

The argument that will we ever achieve that supreme level of artificial ever is on.The creators and perpetrators of artificial intelligence insist that machine intelligence is beneficial and has been created to help the human race.

The power of artificial intelligence that unintentionally causes destruction and damage cannot be ignored. What will help us control it better is research and in-depth study of the importance of artificial intelligence.

Research alone can control the potentially harmful consequences of AI and help us enjoy the fruit of this innovation.Computer scientist Peter

Computer scientist Peter Abbael of the University of California says “that robots will be able to keep us much safer from destruction in near future”. It will help us in taking care of the old without tiring out and hence human beings will enjoy independence for a longer period. He predicts that AI can help us in drastically reducing traffic accidents. It can bring such incidents to zero if developed properly.

Shimon Whiteson believes that man and computer are not separate; they are in fact a single cognitive unit.

Yoky Matsuoka has a unique example of AI benefit. Suppose a human being loses a limb. Now he has been given an artificial limb. Just imagine the wonders AI can do to the person if the limb can be operated through machine intelligence. Things that the human being is not able to perform on his own anymore are performed by the machine intelligence and he is able to enjoy the fruits as if he is performing the act. Wonderful, isn’t it?

Thomas Dietterich is absolutely fascinated by the idea of the combination of human and artificial intelligence. He believes that machine intelligence in future can give us augmented sensory abilities like extended vision or ability to hear and he also coined a term ‘exoskeleton’. As per him, this will help us to walk around even when our bones are weak when we are old. Your eyes and ears fail you but AI helps you to continue to hear and see.

Stuart Russell believes that all the problems that we encounter including that of climate change can be addressed with the help of artificial intelligence. Artificial intelligence magnifies the human intelligence and it can only take this human civilization forward and not backward. It can predict an environmental catastrophe and help us act fast, cure a disease or even help us eliminate poverty.

“The sky is the limit” – says Oren Etzioni, CEO of Allen Institute of Artificial Intelligence. Everything that human beings have contemplated starting from space exploration to finding solution to the deadly Ebola, could have been more documented and tractable with the impact of artificial intelligence. AI will document the footprints of human developments.

AI and robotics will not only improve the way we think or live our lives, but also explores new horizons, whether the space or the ocean. As the age old saying goes, the need is the mother of all innovations, so it is with AI also. Humans are getting increasingly better in defining their wants and quickly transforming this want into reality. Things will happen so fast that we will not notice the minor changes and will be easily adaptable to the change it brings to us.