Artificial Intelligence: Common Problems and Future Trends

This report discusses the concept of Artificial Intelligence (AI) and its implementation in different domains. It highlights the benefits of reduced human-oriented tasks and the issues faced in the sector. The report focuses on common problems such as different development approaches, data quality, and lack of clear insight. It also discusses the need for mastery of architecture and attention, learning about environment and self, and the future trends of AI.

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Name of the Student
Name of the University
Author Note

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Table of Contents
Introduction......................................................................................................................................3
Concept of Artificial intelligence....................................................................................................3
Common problem............................................................................................................................4
Think big: AI needs more than the concept of incremental progress..............................................6
Sub problem.....................................................................................................................................8
Mastery of Architecture and attention.........................................................................................8
Learning about environment and self..........................................................................................9
Handling time............................................................................................................................10
Future trend....................................................................................................................................11
Conclusion.....................................................................................................................................12
References......................................................................................................................................13

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Introduction
The modern software system can be defined as one of the sector which is driving the
concept of the technology. It can be stated that there is different domain of implementation
which can be seen in the sector of the working which can be included into the sector. One of the
areas of implementation in the sector is the artificial intelligence. The concept of the artificial
intelligence can be stated as one of the area of implementation which is playing a very vital role
and changing the area of implementation of the technology in the life of the common people.
There are various forms of benefit which can be gained from the concept one of the best example
is the reduced human oriented task which would be directly involving less mistakes. On the other
hand, there are different issues which are majorly faced within the concept which has to be taken
care in the sector of the implementation of the domain.
There are different consideration which can be seen in the sector of the working of the
domain and the issue which are seen in the sector of the AI and how they are playing a role in the
sector of the implementation of the technology. The report directly puts focus on the different
implementation area of the concept and how different issue and risk factor are seen in the
concept. There are different factors which are concern areas in the sector of the implementation
of the technology which are majorly discussed in the report.
Concept of Artificial intelligence
The concept which is related to the aspect of the Artificial intelligence can be stated as
one of the domain of technology which is playing a very vital role in the field of different
technology. It can be stated that the artificial intelligence describes the machine learning
capability just in the forms of human [24]. The concept can directly respond to different

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behavioral aspect which are feed into the system which makes the concept very much interactive
and helpful. The need which is related to the AI can be stated to be increasing on a day to day
basis. The invent if the artificial intelligence can be stated to be one of the factor which has
excelled the field of technology and the field of business. The scientist who work in the domain
of the computers have directly predicted by the year 2020, 85% of the interaction from the end of
the customer will be directly be managed without the intervention of human being [6]. The
statement which is given above can directly state that the request which would be generated from
the human will be directly dependent on the computers and the concept of the artificial
intelligence is just like Galaxy or Siri which can be asked to get update of the weather. One of
the important factor which can be related to the concept can be stated in the sector of the AI
revelation like it is placed in the UAE.
Common problem
In the concept of the Artificial intelligence it can be stated that there is different problem
which can be encountered in the sector of the working of the process. One of the most important
factor which should be the focus point is that the process should not get indulged into the
working of the concept [20]. In majority of the cases it can be seen that if there are any issue
faced within the working of a technology, it can directly impact the success factor of the
implementation. Some of the common problem are explained below:
 Development approach are different: Most of the phases which is related to the
concept can be stated to be following a usual phase which is planning, analyze, design,
building, testing and the deployment [7]. The environment which is related to the AI can
be stated to be quite different. One of the most important phase which can be stated here
is the development phase. This phase mainly takes into consideration the sector of the

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identification of the data and the concept of the gathering of the content, curating and
cleansing [5]. The approach which is related to the concept can be implemented with a
different level of skills and different skills as well as different methodologies. In addition
to the concept it can be stated that AI-powered system intellectual has been directly be
trained in a domain which is particular. Comparing the conventional (regular) and the AI
programming it can be stated that there are different forms of differences. Some of the
difference in the sector are explained below:
Attribute Conventional Programming AI programming
Knowledge gained Precise Imprecise
Control/Data Mixed Separate
Sought solution Optimal Satisfactory
Viewpoint Quantitative Logical and Plausible
Reasoning.
Processing Numeric Concept and Symbolic
Changes Rare Frequent
Generally, it can be stated here that the sector of the AI, the employee who is utilizing the
sector is not developing the system but directly training the system. The domain of supervising
and feedback are very essential tools of the AI powered solutions.
 A system is only as good as the data it directly learns from: In the concept of the AI it can
be stated that the data should be feed into the system for the system to work. It can be
stated that without the input of the data the system would not be functioning properly
[21]. The concept of the AI is directly dependent on the concept of the enormous data
which is feed into the system. The data in this sector should be of high quality due to the

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factor that the behavior and trend of the system would dependent on the data which is
feed into the system. The integrity concept of the data can also be stated to be very much
important in the sector of the working of the concept [2]. Basically it can be stated the
data is generated first and then the system would be generated.
 Now clear view on the concept of the insight: One of the problem which can be seen in
the sector of working of the artificial intelligence is that it majorly hides the experimental
nature. It can be stated to be very much on the domain of the improvement it may directly
involve into the working of the concept or the project [8]. Due to this factor it can be
stated that the sector which is related to the detection of the ROI is nearly impossible.
The concept which is related to the artificial intelligence can be stated to be nearly
impossible to understand the overall working which is related to the concept of the
operation which is linked to the concept. One of the sectors which can be taken into
consideration in the sector is the adaptation of a skilled team of people who can easily
deal with the different operation which is related to the concept of the algorithm which is
linked to the sector. One the step which can be taken into the sector is the selection of the
right algorithm which can be beneficial for the operation and on the other hand
involvement and linking of algorithm which would be very much beneficial in the sector
of maintaining of the different working which is linked to the concept [26]. The results
can be directly being seen in the sector which would be removing the ideal concept of the
operation which is linked to the internal working of the concept of the artificial
intelligence. This technology can be stated as one of the most disruptive technology in
recent times.

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Think big: AI needs more than the concept of incremental progress
One of the concept which can be stated here is that the concept of the world wide web
should be transferred to the largest base of knowledge. It can be stated as one of the domains
which can be very much effective in the sector of the working of the concept and it can be
directly be linked to the prospective of the human knowledge [26]. One of the problem which
can be encountered in the section is that the manpower which would be needed into the sector
can be stated to be very much huge which focus on the domain of the implementation of the
technology. Ones the manpower which is related to the sector is taken care of, another hectic job
can be seen in the sector which is directly linked to the prospective of the maintenance of the
system which is generated and relating to it the working of the concept to achieve different
standard of working which is related to the concept [20]. Proper maintenance of the system can
be stated as a job in hand due to the factor that there are different moveable parts which are seen
in the sector of the working which should be taken care of so that the system would not be facing
any problem relating to the security and the involvement of the data security into the concept
[24]. One of the concept which can be directly be related to the approach of the concept of the AI
is to build a program which can directly read and take into consideration different a frame based
symbolic representation of the sequence which would be very much important relating to the
working of the concept and the linkage which is related to the interface which is provided to the
person who would be willing to get indulged into the concept.
The application of the concept of the machine learning can be stated to be one of the
factor which can be directly be focused in the sector of the AI [18]. It can be stated that the
sector of the natural language can be stated to be very much difficult to understand in real life.
Relating to this thing have changes a lot in the section of the involvement of the concept of the

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machine learning which would be directly impacting the sector of the operation which is related
to the concept. Training of the sequence is one of the factor which can be included into the sector
of the operation which is playing a very important role which would be directly enhancing the
functionality approach in involving the concept of the AI in the working sector of the
organization. The approach which is related to the aspect of the robots can be one of the most
interesting sector which can be taken into consideration [9]. It can be stated here that the robots
which are linked to the concept of the AI should be able to perform different activity which a
human being can perform. This is one of the major challenges which is seen in the sector of the
working of the AI. The robots which are linked to the concept of the AI are directly dependent
on the data which is being feed into the system of the robots. The decision making sector of the
robots would be directly being linked to the data which is given to them and how the overall data
would be operating into the sector [6]. It should be able to perform different activity of the
operation which is set into the system and the working would be directly be linked to the
different activity which is seen into the sector of the operation.
Sub problem
Mastery of Architecture and attention
The concept of the reopening, perceiving and acting can be state to be operational when
the different resources which are need to the concept are available. It can be stated that the
different resources in the section are very much expensive and are not valuable in the sector of
the working which is linked to the aspect. The controlling aspect which is related to the concept
can be stated to be one of the important factor which is linked to the sector of different domains
of the AI [1]. The concept of the allocation of the resources depending upon the situation can be
stated to be one of the factor which play a very important role and it directly control the different

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features which are related to the concept. The problem solving section is one of the domain in the
sector of the AI which is one of the problem area due to the factor that if the decision which are
taken into the sector are not done correctly it can in a straight line hamper the overall operation
which is related to the concept [21]. The value of computation (VOC) which is also known as the
expected value of the computation can be stated as a standard which is operation that is directly
include the different working which is linked to the concept and how the overall working and the
decision making sector is taken care of. One of the steps which can be taken into the sector is
directly linked to the aspect of the working and how the different parameters relating to the
decision making are controlled and maintained so that there is no problem attached to the
working and how the domain can be working properly. Training of the system can be one of the
events which can be linked to the sector so that tee decision making events are well maintained
and controlled [22]. This directly helps in the sector of the involvement of the concept in the
different domain of implementation so that different forms of advantage can be directly be
gained from the concept in the sector of the implementation of the domain. One of the other
factor which can be linked to the sector is the justification of the decision which is taken and how
the decision would be playing an important role in the life of the common people.
Learning about environment and self
The idea which is linked to the aspect of the continual learning is the factor which can be
linked to the sector of the efficiency in the decision making sector. The main criteria which can
be stated here can be seen in the domain of the different decision making sector when the system
is directly placed into complex situation. It can be stated to be one of the most important problem
area [17]. This is due to the factor that it is not in hand of the common people to get into the idea
of the different working areas and the decision which are made by the system according to the

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requirement of the organization. the endowers of the system towards a greater knowledge area so
that the decision which are made by the system are very much sound which would be directly
linked to the manner in which the normal human being would be treating themselves if that were
placed into the same situation [19]. The environment in the domain of the AI can be stated to be
very much important which can directly include the working which is linked to the concept and
how the overall working of the concept would be reached. The area which is linked to the self-
section can be stated to be one of the crucial area of implementation which directly hels the
sector of thriving towards a goal which is set relating to the working.
Handling time
Handling time can be one of the problem area which is related to the concept of the AI
and it is one sector which is existing since the invent of the technology [5]. This problem is
important due to the factor that tee decision making area which is done by the system should be
done in a manner which would not be involving any form of time lagging aspect. The waiting
time in the domain is very much crucial in the domain of the implementation of the technology
and how the technology would be playing a role in the life of the common people. the time can
be directly being linked to the soundness of the decision which is made so that time would not be
a barrier in the sector of the implementation of the technology [6]. Hence it can be stated that
decision time is very much crucial in the sector of the working of the technology. In the near
future it can be stated that the time which is involved into the sector would be more less and
involving more crucial domain of implementation so that the concept of the AI can be
implemented in area which needs crucial decision making with very less time framework
involved into the sector. The time span in each of the decision making area should be really
small so that it does not hamper the waiting area and the implementation time. In majority of the

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cases it can be stated that lagging time can be one of the most probates area which should be a
concern in most of the sections [8]. Prevailing and waiting time are two areas of concern in the
concept of the AI so that proportional area of decision making and area of justification of the
different resources are taken into consideration. The linkage of the AI to the different access area
can be one of the important factor which should be taken care of so that there is no error in the
system.
Future trend
The future which is related to the working of the AI can be stated to be one of the most
important factor of research in recent times. It can be one of the technology which would be
playing an important role if the issue and the loopholes which are seen in the concept can be
resolved. In majority of the cases it can be seen that the decision making sector which is related
to the concept is one of the concern areas which has to be taken care of [10]. In the past few
years there are different forms of research which is being conducted in the domain due to the
factor of the involvement of crucial working areas within the technology. There are different
functional parts which are involved into the concept which has to be taken care of relating to the
implementation of the concept of the AI in different domains in order to gain competitive
advantage. There is different security issue and the functional issue which are in the verge of
research and mitigation plan are being implemented in the sector which would be enhancing the
sector of implementation in most of the areas of implementation of the technology. One of the
focus areas that can be stated is linked to the domain of the decision making and how the
different decision is taken into consideration and how it would be enhancing the life of the
common people and the areas of implementation. Risk matrix can be one of the options which
can be implemented into the sector of operation which would be directly taking care of the

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different risk factor so that the factor does not get prevailed into the system so that affecting the
overall decision making sector of the system [4]. Research is being done in the different area of
the implementation of the technology and how it can be directly involved into the crucial activity
of the working to gain different forms of advantage from the concept. Each of the sector of the
working which is linked to the domain has its own importance which play a vital role in different
access area of the technology. The implementation of the domain does not get involved into the
crucial sector of the working due to the factor that the decision making sector which is linked to
the technology is very much complex which can possess different forms of threat to the
technological aspect of the implementation. The factor of risk which is involved into the
technology can be one of the concern area which restricts the implementation and the
involvement in crucial area of the life were the technology can be implemented. In the near
future expansion of implementation of the technology can be one of the focus points so that
various prospective can be directly be gained from the working of the concept. Technology is
directly linked with the transforming the life of the common people hence which makes their life
simpler and less complicated.
Conclusion
The report can be concluded on a note that there is various implementation sector of the
concept of the AI technology. In each of the sector which is related to the concept there are
different issues which are seen and faced. It should be taken into consideration that each of the
factor in the sector does not get involved into the working of the concept. The system in most of
the cases should be well restricted and control so that intruder activity and controlling of the
system is done properly. This would be enhancing the area of implementation of the technology
and in the future it can be expected that more prospective in the technology would be seen.

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