AI can be termed as "The science and engineering of making intelligent machines, especially intelligent computer programs". Intelligence distinguish human from everything in the world.
Features
of Artificial Intelligence
The
Al
AI
can be termed as "The science and engineering of making intelligent
machines, especially intelligent computer programs".
Intelligence
distinguish human from everything in the world. As it has the ability to
understand, apply knowledge. Also, improve skills that played a significant
role in human evolution.
Artificial
Intelligence (AI) is the simulation of human intelligence by machines. It is the
method by which machines demonstrate certain aspects of human intelligence like
learning, reasoning and self- correction. Since its inception, AI has
demonstrated unprecedented growth. Sophia the AI Robot, is the quintessential
example of this. The future of Artificial intelligence is more of unclear. But
going by the bounds of progress Al has been making, it is clear AI will impact
every sphere of human life.
The
Al Future Scope
It
is highly possible that areas in which the universal intelligence of the human
level is not needed will reach maturity and produce reliable high-quality
products in the next decade. Efforts to improve quality and expand boundaries
for text and video understanding systems, and to give home robots greater
reliability and overall utility, will lead to systems of common sense linking
learning and action together in all these modalities.
Special
systems for the acquisition and organization of scientific knowledge, as well
as for working with complex hypotheses, are likely to greatly affect molecular
biology, system biology and medicine. We should start looking for similar
influences in the social sciences and policy making.
Especially
given the massive growth of machine-readable data on human activities and the
need for machines that understand human values if such machines are reliable
and useful. Public and private sources of knowledge (systems that know and draw
conclusions about the real world, and not just store data) will become part of
society.
If
earlier AI developers were trying to create a machine that could perform tasks
independently, at the moment the situation has changed and the goal that is put
before artificial intelligence is to help a person in various matters.
But
now the modern approach, artificial intelligence starts to simplify and improve
various processes, for example, in Western countries the robot conducts primary
medical diagnostics on the basis of dialogue with the patient and his analyses.
Another
promising sphere is the prediction and even some manipulation of human
behaviour in advertising systems.
One
can expect an increase in the quality of the work of search engines and machine
translation. This will be possible due to the fact that the computer will begin
to understand and analyze the meaning of the text.
Cyber
Security
In
near future AI application in cyber security will ensure in curbing hackers.
The incidence of cybercrime is an issue that has been escalating through the
years. It costs enterprises in term of brand image as well as material cost. Credit
card fraudery is one of the most prevalent cybercrimes. Despite there being
detection techniques, they still prove to be ineffective in curbing hackers.
Novel AI techniques like Recurrent Neural Networks can detect fraudery in
initial stages itself. This fraud detection system will be able to scan
thousands of transactions instantly and predict/ classify them into buckets.
Face
Recognition
The
launch of iPhone x with face recognition feature was a step towards AI future.
In the coming years, iPhone users might be to unlock their phones by looking
into the front camera. Authenticating personal content is not the only use of
facial recognition. Governments and security forces make use of this feature to
track down criminals and identify citizens. In the future, facial recognition
can go beyond physical structure to emotional analysis. For example, it might
become possible to detect whether a person is stressed or angry or any required
emotional aspect.
Data
Analysis
AI
will benefit business in the field of Data Analysis. AI would be able to
perceive patterns in data that humans cannot. This enables business to target
the right customers for the product. An example of this is the partnership
between IBM and Fluid. Fluid, a digital retail company uses Watson - an AI
application created by IBM for insightful product recommendation to its
customers.
Transport
Al-guided
transport will no longer be just a fantasy but a reality. Self- driving cars
have already populated the market, however, a driver is required at the wheels
for safety purposes. With Google, Uber and General Motors trying to establish
themselves at the top in this market, it will not be long before driverless
vehicles become a reality. Machine Learning will be crucial in ensuring that
these automated vehicles operate smoothly and efficiently and error free.
Various
Jobs
Application
like robotic process automation is machine learning to automate rule-based
tasks. It will help people to focus on the critical aspects of their job while
leaving the routine aspects to machines. Automation can range from data entry
to complete process automation. The reach of AI is also expected to blanket
jobs that are risky or health-hazardous like bomb diffusion and welding that
would help mankind.
Emotion
Bots
Technology
has advanced in terms of emotional quotient. Virtual assistants, Cortana and
Alexa show how the extent to which AI comprehends human language. They are able
to understand the meaning from context and can make intelligent judgments.
Overall, considering all this, the possibility of emotional bots might become a
reality in the future.
Marketing
and Advertising
The
application of AI in sales and marketing are going to be a definite,
considering the fact that marketing professionals leave no stone unturned to
benefit their business. AI can increase the efficiency of sales and marketing
organization. The focus will be on improving conversion rates and sales.
Personalised advertising, knowledge of customers and their behavior gleamed
through facial recognition can generate more revenue.
Artificial
Intelligence Career Domains
AI
is the latest buzzword in Tech. All the major business giants will make use of
AI in the future to improve their productivity. So AI is going to permeate
every job sector in the future. It can create new career paths in the field of
machine learning, data mining, and analysis, AI software development, program
management, and testing.
A
career in this can be realized within a variety of settings including:
•
Private companies
•
Public organizations
•
Education
•
The arts
•
Healthcare facilities
•
Government agencies and
•
The military.
Job
Roles in Al Career
•
Software analysts and developers.
•
Computer scientists and computer engineers.
•
Algorithm specialists.
•
Research scientists and engineering consultants.
•
Mechanical engineers and maintenance technicians.
•
Manufacturing and electrical engineers.
•
Surgical technicians working with robotic tools.
•
Military and aviation electricians working with
flight simulators, drones, and armaments.
Review
Questions
1.
Define AI. (Refer section 1.1)
2.
What is AI? (Refer section 1.1)
3.
What is meant by robotic agent? (Refer section 1.1)
4.
Explain in detail the history of AI. (Refer section 1.1)
5.
What are various domains of AI? (Refer section 1.1)
6.
What is AI? State various characteristics of AI. (Refer section 1.1)
7.
Explain the nature and scope of AI. Why game playing problems are considered AI
problems? (Refer section 1.1)
8.
What are AI techniques? (Refer section 1.4)
9.
Define the term "Artificial Intelligence". Explain how AI techniques
improve real-world problem solving. (Refer sections 1.1 and 1.4) [3]
10.
What is the significance of the "Turing Test" in AI? Explain how it
is performed. (Refer section 1.1)[4]
Artificial Intelligence and Machine Learning: Unit I(a): Introduction to AI : Tag: : Introduction to AI - Artificial Intelligence and Machine Learning - Features of Artificial Intelligent
Artificial Intelligence and Machine Learning
CS3491 4th Semester CSE/ECE Dept | 2021 Regulation | 4th Semester CSE/ECE Dept 2021 Regulation