essay on the topic artificial intelligence

Artificial Intelligence Essay for Students and Children

500+ words essay on artificial intelligence.

Artificial Intelligence refers to the intelligence of machines. This is in contrast to the natural intelligence of humans and animals. With Artificial Intelligence, machines perform functions such as learning, planning, reasoning and problem-solving. Most noteworthy, Artificial Intelligence is the simulation of human intelligence by machines. It is probably the fastest-growing development in the World of technology and innovation . Furthermore, many experts believe AI could solve major challenges and crisis situations.

Types of Artificial Intelligence

First of all, the categorization of Artificial Intelligence is into four types. Arend Hintze came up with this categorization. The categories are as follows:

Type 1: Reactive machines – These machines can react to situations. A famous example can be Deep Blue, the IBM chess program. Most noteworthy, the chess program won against Garry Kasparov , the popular chess legend. Furthermore, such machines lack memory. These machines certainly cannot use past experiences to inform future ones. It analyses all possible alternatives and chooses the best one.

Type 2: Limited memory – These AI systems are capable of using past experiences to inform future ones. A good example can be self-driving cars. Such cars have decision making systems . The car makes actions like changing lanes. Most noteworthy, these actions come from observations. There is no permanent storage of these observations.

Type 3: Theory of mind – This refers to understand others. Above all, this means to understand that others have their beliefs, intentions, desires, and opinions. However, this type of AI does not exist yet.

Type 4: Self-awareness – This is the highest and most sophisticated level of Artificial Intelligence. Such systems have a sense of self. Furthermore, they have awareness, consciousness, and emotions. Obviously, such type of technology does not yet exist. This technology would certainly be a revolution .

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Applications of Artificial Intelligence

First of all, AI has significant use in healthcare. Companies are trying to develop technologies for quick diagnosis. Artificial Intelligence would efficiently operate on patients without human supervision. Such technological surgeries are already taking place. Another excellent healthcare technology is IBM Watson.

Artificial Intelligence in business would significantly save time and effort. There is an application of robotic automation to human business tasks. Furthermore, Machine learning algorithms help in better serving customers. Chatbots provide immediate response and service to customers.

AI can greatly increase the rate of work in manufacturing. Manufacture of a huge number of products can take place with AI. Furthermore, the entire production process can take place without human intervention. Hence, a lot of time and effort is saved.

Artificial Intelligence has applications in various other fields. These fields can be military , law , video games , government, finance, automotive, audit, art, etc. Hence, it’s clear that AI has a massive amount of different applications.

To sum it up, Artificial Intelligence looks all set to be the future of the World. Experts believe AI would certainly become a part and parcel of human life soon. AI would completely change the way we view our World. With Artificial Intelligence, the future seems intriguing and exciting.

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Artificial Intelligence Essay

500+ words essay on artificial intelligence.

Artificial intelligence (AI) has come into our daily lives through mobile devices and the Internet. Governments and businesses are increasingly making use of AI tools and techniques to solve business problems and improve many business processes, especially online ones. Such developments bring about new realities to social life that may not have been experienced before. This essay on Artificial Intelligence will help students to know the various advantages of using AI and how it has made our lives easier and simpler. Also, in the end, we have described the future scope of AI and the harmful effects of using it. To get a good command of essay writing, students must practise CBSE Essays on different topics.

Artificial Intelligence is the science and engineering of making intelligent machines, especially intelligent computer programs. It is concerned with getting computers to do tasks that would normally require human intelligence. AI systems are basically software systems (or controllers for robots) that use techniques such as machine learning and deep learning to solve problems in particular domains without hard coding all possibilities (i.e. algorithmic steps) in software. Due to this, AI started showing promising solutions for industry and businesses as well as our daily lives.

Importance and Advantages of Artificial Intelligence

Advances in computing and digital technologies have a direct influence on our lives, businesses and social life. This has influenced our daily routines, such as using mobile devices and active involvement on social media. AI systems are the most influential digital technologies. With AI systems, businesses are able to handle large data sets and provide speedy essential input to operations. Moreover, businesses are able to adapt to constant changes and are becoming more flexible.

By introducing Artificial Intelligence systems into devices, new business processes are opting for the automated process. A new paradigm emerges as a result of such intelligent automation, which now dictates not only how businesses operate but also who does the job. Many manufacturing sites can now operate fully automated with robots and without any human workers. Artificial Intelligence now brings unheard and unexpected innovations to the business world that many organizations will need to integrate to remain competitive and move further to lead the competitors.

Artificial Intelligence shapes our lives and social interactions through technological advancement. There are many AI applications which are specifically developed for providing better services to individuals, such as mobile phones, electronic gadgets, social media platforms etc. We are delegating our activities through intelligent applications, such as personal assistants, intelligent wearable devices and other applications. AI systems that operate household apparatus help us at home with cooking or cleaning.

Future Scope of Artificial Intelligence

In the future, intelligent machines will replace or enhance human capabilities in many areas. Artificial intelligence is becoming a popular field in computer science as it has enhanced humans. Application areas of artificial intelligence are having a huge impact on various fields of life to solve complex problems in various areas such as education, engineering, business, medicine, weather forecasting etc. Many labourers’ work can be done by a single machine. But Artificial Intelligence has another aspect: it can be dangerous for us. If we become completely dependent on machines, then it can ruin our life. We will not be able to do any work by ourselves and get lazy. Another disadvantage is that it cannot give a human-like feeling. So machines should be used only where they are actually required.

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Home — Essay Samples — Information Science and Technology — Modern Technology — Artificial Intelligence

Essays on Artificial Intelligence

Artificial intelligence essay topics for college students.

Welcome, college students! Writing an essay on artificial intelligence can be an exciting and challenging task. The key to a successful essay lies in selecting the right topic that sparks your interest and allows you to showcase your creativity. In this resource page, we will provide you with a variety of essay types and topics to help you get started on your AI essay journey.

Argumentative Essay Topic for Artificial Intelligence Essays

• The ethical implications of AI technology
• The impact of AI on job automation
• Regulating AI development for societal benefits

Introduction Paragraph Example: Artificial intelligence has revolutionized the way we interact with technology, raising important ethical questions about its implications on society. In this essay, we will explore the ethical challenges of AI technology and discuss the need for regulations to ensure its responsible development.

Conclusion Paragraph Example: In conclusion, it is evident that the ethical implications of AI technology are multifaceted and require careful consideration. By implementing regulations and ethical guidelines, we can harness the benefits of AI while minimizing its potential risks.

Compare and Contrast Essay Topics for Artificial Intelligence

• The differences between narrow AI and general AI
• Comparing AI in science fiction to real-world applications
• The impact of AI on different industries
• AI vs. human intelligence: Strengths and weaknesses
• Machine learning vs. deep learning
• AI in healthcare vs. AI in finance
• AI-driven automation vs. traditional automation
• Cloud-based AI vs. edge AI
• The role of AI in developed vs. developing countries
• AI in education vs. AI in entertainment

Introduction Paragraph Example: The field of artificial intelligence encompasses a wide range of technologies, from narrow AI systems designed for specific tasks to the hypothetical concept of general AI capable of human-like intelligence. In this essay, we will compare and contrast the characteristics of narrow and general AI to understand their implications on society.

Conclusion Paragraph Example: Through this comparison, we have gained insights into the diverse applications of AI technology and the potential challenges it poses to various industries. By understanding the differences between narrow and general AI, we can better prepare for the future of artificial intelligence.

Descriptive Essay Essay Topics for Artificial Intelligence

• The role of AI in healthcare advancements
• The development of AI algorithms for autonomous vehicles
• The applications of AI in natural language processing
• The architecture of neural networks
• The evolution of AI from the 20th century to today
• The ethical implications of AI decision-making
• The process of training an AI model
• The impact of AI on the job market
• The future potential of quantum AI
• The role of AI in personalized marketing

Introduction Paragraph Example: AI technology has transformed the healthcare industry, enabling innovative solutions that improve patient care and diagnosis accuracy. In this essay, we will explore the role of AI in healthcare advancements and its impact on the future of medicine.

Conclusion Paragraph Example: In conclusion, the integration of AI technology in healthcare has the potential to revolutionize the way we approach patient care and medical research. By leveraging AI algorithms and machine learning capabilities, we can achieve significant advancements in the field of medicine.

Persuasive Essay Essay Topics for Artificial Intelligence

• Promoting diversity and inclusion in AI development
• The importance of ethical AI education in schools
• Advocating for AI transparency and accountability
• The necessity of regulating AI technology
• Why AI should be used to combat climate change
• The benefits of AI in improving public safety
• Encouraging responsible AI usage in social media
• The potential of AI to revolutionize education
• Why businesses should invest in AI technology
• The role of AI in enhancing cybersecurity

Introduction Paragraph Example: As artificial intelligence continues to permeate various aspects of our lives, it is essential to prioritize diversity and inclusion in AI development to ensure equitable outcomes for all individuals. In this essay, we will discuss the importance of promoting diversity and inclusion in AI initiatives and the benefits it brings to society.

Conclusion Paragraph Example: By advocating for diversity and inclusion in AI development, we can create a more equitable and socially responsible future for artificial intelligence. Through ethical education and transparent practices, we can build a foundation of trust and accountability in AI technology.

Narrative Essay Essay Topics for Artificial Intelligence

• A day in the life of an AI researcher
• The journey of building your first AI project
• An imaginary conversation with a sentient AI being
• The story of a world transformed by AI
• How AI solved a major global problem
• A personal encounter with AI technology
• The evolution of AI in your lifetime
• The challenges faced while developing an AI startup
• A future where AI coexists with humans
• Your experience learning about AI for the first time

Introduction Paragraph Example: Imagine a world where artificial intelligence blurs the lines between human and machine, offering new possibilities and ethical dilemmas. In this narrative essay, we will embark on a journey through the eyes of an AI researcher, exploring the challenges and discoveries that come with pushing the boundaries of technology.

Conclusion Paragraph Example: Through this narrative journey, we have delved into the complexities of artificial intelligence and the ethical considerations that accompany its development. By embracing the possibilities of AI technology while acknowledging its limitations, we can shape a future that balances innovation with ethical responsibility.

Hooks for Artificial Intelligence Essay

• "Imagine a world where machines not only perform tasks but also think, learn, and make decisions just like humans. Welcome to the era of Artificial Intelligence (AI), a revolutionary force reshaping our future."
• "From self-driving cars to smart personal assistants, AI is seamlessly integrating into our daily lives. But what lies beneath this cutting-edge technology, and how will it transform the way we live and work?"
• "As AI continues to advance at an unprecedented pace, questions about its ethical implications and impact on society become more urgent. Can we control the intelligence we create, or will it control us?"
• "AI is not just a futuristic concept confined to science fiction. It’s here, and it’s real, influencing industries, healthcare, education, and even our personal lives. How prepared are we for this technological revolution?"
• "The debate over AI is heating up: Will it lead to a utopian society with endless possibilities, or is it a Pandora's box with risks we have yet to fully understand? The answers may surprise you."

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Artificial Intelligence: Applications, Advantages and Disanvantages

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Artificial intelligence (AI) refers to the intellectual capabilities exhibited by machines, contrasting with the innate intelligence observed in living beings, such as animals and humans.

The inception of artificial intelligence research as an academic field can be traced back to its establishment in 1956. It was during the renowned Dartmouth conference of the same year that artificial intelligence acquired its distinctive name, definitive purpose, initial accomplishments, and notable pioneers, thereby earning its reputation as the birthplace of AI. The esteemed figures of Marvin Minsky and John McCarthy are widely recognized as the founding fathers of this discipline.

• The term "artificial intelligence" was coined in 1956 by computer scientist John McCarthy.
• McKinsey Global Institute estimates that by 2030, automation and AI technologies could contribute to a global economic impact of $13 trillion.
• AI is used in various industries, including healthcare, finance, and transportation.
• The healthcare industry is leveraging AI for improved patient care. A study published in the journal Nature Medicine reported that an AI model was able to detect breast cancer with an accuracy of 94.5%, outperforming human radiologists.
• Ethical concerns surrounding AI include privacy issues, bias in algorithms, and the potential for job displacement.

Artificial Intelligence is an important topic because it has the potential to revolutionize industries, improve efficiency, and enhance decision-making processes. As AI technology continues to advance, it is crucial for society to understand its implications, both positive and negative, in order to harness its benefits while mitigating its risks.

1. Russell, S. J., & Norvig, P. (2016). Artificial Intelligence: A Modern Approach (3rd ed.). Prentice Hall. 2. Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep Learning. MIT Press. 3. Kurzweil, R. (2005). The Singularity Is Near: When Humans Transcend Biology. Viking. 4. Bostrom, N. (2014). Superintelligence: Paths, Dangers, Strategies. Oxford University Press. 5. Chollet, F. (2017). Deep Learning with Python. Manning Publications. 6. Domingos, P. (2018). The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World. Basic Books. 7. Ng, A. (2017). Machine Learning Yearning. deeplearning.ai. 8. Marcus, G. (2018). Rebooting AI: Building Artificial Intelligence We Can Trust. Vintage. 9. Winfield, A. (2018). Robotics: A Very Short Introduction. Oxford University Press. 10. Shalev-Shwartz, S., & Ben-David, S. (2014). Understanding Machine Learning: From Theory to Algorithms. Cambridge University Press.

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Essay On Artificial Intelligence in English (100,150, 200, 250, 300, 500 Words)

Essay on Artificial Intelligence

Artificial Intelligence is also known as the intelligence of machines. This is in contrast to the natural intelligence of humans. With Artificial Intelligence, machines can perform functions like learning, planning, reasoning and problem-solving. Most important, Artificial Intelligence i.e AI is the simulation of human intelligence by machines. It is probably the fastest-growing development in the World of technology and innovation till now. Moreover, many technical experts believe AI could solve major challenges and crisis situations.

Our life in this modern age totally depends largely on computers. It is impossible to think about our life without computers. We need computers in everything that we use in our day to day life. So it becomes very important to make computers intelligent so that our lives become very easy. Artificial Intelligence or AI is the theory and development of computers, which imitates the human intelligence and senses, such as visual perception, speech recognition, decision-making, and translation of languages. AI has brought a revolution in the world of technology. 

Why is the Essay on Artificial Intelligence Important For Your Exams? 

An essay on Artificial Intelligence (AI) is crucial for exams because it demonstrates an understanding of a rapidly evolving and impactful field. It showcases awareness of AI's applications, ethical considerations, and societal implications, reflecting a well-rounded comprehension of contemporary technological advancements. Additionally, such essays often assess critical thinking and analytical skills, essential for evaluating the multifaceted aspects of AI. Overall, tackling this topic in exams enhances your ability to articulate informed opinions on complex issues, a valuable skill in various academic and professional contexts.

An essay on artificial intelligence demonstrates your grasp of fundamental concepts, showcasing your knowledge of AI's principles, applications, and impact. Crafting such an essay hones your ability to analyze complex topics, fostering critical thinking as you explore the implications, benefits, and challenges of AI. 

AI is increasingly integral to various fields. An essay on this topic highlights its relevance in addressing current societal, economic, and technological challenges. AI's global impact makes it a noteworthy subject. Demonstrating an understanding of its implications helps you connect your knowledge to broader global trends and issues.

Essay on Artificial Intelligence (100 words)

Artificial intelligence or AI is known as machine intelligence. It basically refers to the ability of machines to imitate human intelligence. Machines are now capable of learning, planning, thinking, and problem-solving, all thanks to artificial intelligence. The most notable aspect of artificial intelligence is how robots duplicate human intellect. It is one of the fastest-growing developments in the world of technology. AI is a technology that is transforming every day to day life. Today, artificial intelligence is being used more and more in practically every industry and our daily lives. While technology has improved and eased our lives, it has also put many employment at risk.

Essay on Artificial Intelligence (150 words)

Artificial Intelligence, or AI, is like teaching computers to be really smart. It's like magic that makes machines think and learn. AI is everywhere – in games, phones, and even some toys! It helps us by understanding what we say and do. Imagine having a friend in our computers! But, we must be careful and use AI nicely. It's important to share and be good to others. AI can do amazing things, like talking to us or helping with homework. So, let's be happy with our smart machines, always be kind, and remember that technology is here to make our lives fun and easier!

If we observe, many aspects of our day-to-day lives now involve the use of artificial intelligence, for instance, face ID and image recognition features in mobile phones, emails, various apps, digital voice assistants like Apple’s Siri and Amazon’s Alexa, Google search, route mapping, traffic updates, weather updates, Netflix and Amazon for entertainment, etc.

Essay on Artificial Intelligence (200 words)

Artificial Intelligence, or AI, is like a clever robot that can think and learn on its own. It's like having a smart friend made of computer programs. AI helps machines do things that normally need human brains, like solving problems or understanding pictures.

Imagine your AI friend is good at puzzles. If you show it different puzzles, it learns how to solve them by itself. That's AI learning! It's like when you practice math problems to get better.

AI also helps in games. Have you played a game where the computer acts like a player? That's AI making the game more interesting!

Another cool thing about AI is talking to it. Have you ever asked a question to a voice assistant? That's AI too! It can answer questions and even tell jokes.

But, just like with our friends, we need to teach AI the right things. We want it to be helpful and kind. People work hard to make sure AI helps us in good ways.

In the future, AI might help us even more, like in medicine or exploring space. So, AI is like a smart buddy, learning, helping, and making things exciting!

Essay on Artificial Intelligence (250 words)

Artificial intelligence was developed around 1950 by John McCarthy who is considered as the “Father of artificial intelligence” as he first coined the term. The development of gadgets or machines that can mimic human intelligence, including abilities such as voice recognition, decision-making, and language translation, is known as artificial intelligence. Making computers understand like humans, think like humans, and also act like humans is done by instilling data as instructions and inputs to the machine.

Taking Over Industry

The need for human help is reduced as AI has taken over many parts of the industry, which may result in concerns with unemployment in many occupations. However, the degree of control the human species chooses to give technology will always be up to humans species. As is well said, technology works best when it unites people.

AI In Everyday Life

Advancement in technology has a direct influence on humans' lives, businesses and social life. Whether or not we purposefully realize it, AI has begun to penetrate the different aspects of our everyday lives. If we observe, many feature of our everyday lives now involve the use of artificial intelligence, for instance, face ID and image recognition features in mobile phones, emails, various apps, digital voice assistants like Apple’s Siri and Amazon’s Alexa, Google search, route mapping, traffic updates, weather updates, Netflix and Amazon for entertainment, etc.

Essay on Artificial Intelligence (300 words)

Artificial Intelligence (AI) is a rapidly evolving field that has garnered immense attention and significance in recent years. At its core, AI refers to the development of computer systems capable of performing tasks that typically require human intelligence. This encompasses a broad spectrum of activities, from speech recognition and problem-solving to learning and decision-making.

One of the key facets of AI is machine learning, where systems are designed to learn and improve from experience. This ability allows AI to adapt to new data and patterns, making it exceptionally versatile. Machine learning is employed in various applications, such as image and speech recognition, recommendation systems, and autonomous vehicles.

The impact of AI extends across diverse industries, enhancing efficiency and innovation. In healthcare, AI aids in diagnostics, drug discovery, and personalized treatment plans. In finance, it optimizes trading strategies and detects fraudulent activities. Moreover, AI contributes to the development of smart cities, where it manages traffic, energy consumption, and public services.

However, the rise of AI also raises ethical considerations and challenges. Concerns regarding job displacement due to automation have surfaced, prompting discussions on the need for workforce adaptation. Additionally, ethical dilemmas related to data privacy, bias in algorithms, and the potential misuse of AI technology demand careful scrutiny and regulation.

Looking ahead, the future of AI holds both promise and responsibility. As the technology advances, it is crucial to strike a balance between innovation and ethical considerations. Striving for transparency, accountability, and inclusive development will be essential in ensuring the responsible deployment of AI for the benefit of society.

In conclusion, Artificial Intelligence represents a transformative force with far-reaching implications. Its application spans various sectors, revolutionizing the way we work and live. As we navigate this AI-driven era, a thoughtful and ethical approach will be pivotal in harnessing its potential for the greater good.

Essay on Artificial Intelligence (400 words)

Introduction 

As per the famous Daniel Bell, “Technology, like art, is the soaring exercise of human imagination.” It is also most difficult to imagine the world today without the internet and cellphones, but this has not always been the case. It has almost taken 30 years and four industrial revolutions to reach the world we live in today! Modern technology has become so advanced that it is on the brink of replacing human activities and human emotions. One such advanced form of technology includes AI or machine learning.

What is Artificial Intelligence ?

Artificial Intelligence is a part of technology that can process information and make decisions without human supervision. Researchers have been working hard on the technology for a very long time, and they still have a long road ahead of them, but AI has now become an integral part of our everyday lives. Many useful characteristics such as navigation apps, video suggestions, facial recognition, and smart assistants are a by-product of artificial intelligence.

Classifications of Artificial Intelligence 

According to researchers, there are four broad classifications of AI. The first includes ‘Reactive Machine’ where these machines do not have any memory storage capacity but can process information and make situation-based decisions. These machine learning devices use algorithms and are frequently used in gaming software such as chess and ludo. It is very easy for such programs to think of a million permutations and combinations  and reach the most suitable results. Some of the gaming software based on AI is so advanced that even the champions of the field have to take a bow in front of these programmes.

The second type of AI is called ‘Limited Memory’ technology and has taken the entire world by storm. Not only can such devices take situation-based decisions, but they also store previously analyzed data for future use. A good example of ‘limited memory’ technology is the video recommendation system on any video streaming platform like YouTube. Once the AI figures out the likes and dislikes of the user, it can make decisions on the user’s behalf and recommend shows and videos as per the user's interest. The ‘limited memory’ technology has become an easy way to influence and manipulate the data in masses as they use the thought process of the person himself. Although this is a revolutionary feat, it has also made people more vulnerable and prone to wasteful online shopping and other unusual activities.

The third type of AI, which has not seen much progress yet, includes ‘Theory of Mind.’ The idea is to develop a technology that can store and process data and have a human-like thought process that will allow the machine to make important decisions during a crisis. Scientists are working continuously on this project and have come up with some humanoid robots, but the results have not been good enough to replace human work and services. However, we can hope in the future to have a lot of robots doing our work.

The fourth type of AI is the ‘Self-awareness’ program which seems almost unachievable at this time. It refers to the knowledge of identifying oneself from given surroundings. A machine that would be self-aware would have its own emotions and its own thought process. If someday in the future, science is able to evolve to create ‘self-aware’ machines, the human race could achieve immortality. And although this idea sounds difficult to believe, it has its supporters in many advanced scientists such as Stephen Hawking and Albert Einstein. These scientists believed that it was possible to store and replicate human consciousness.

Conclusion 

AI has indeed made the world smaller and life more achievable. The distance that would take months to travel, a year ago, now can be traversed in a matter of a few hours. There is no place on Earth that humans cannot reach. AI has helped increase the duration of the entire human population by making health facilities cheaper and more accessible. But like every coin has two faces, AI technology has its pros and cons. We have become so addicted to our devices like mobile games, Alexa and many more that we’ve replaced them for physical human interaction. Not only is AI taking away from our social life, but it is also increasing health issues. Weaken eyesight, obesity, and cardiovascular issues are just common diseases resulting from the continuous use of technology sitting in one place. Thus, we must be reasonable with using any sort of technology.

Question 1. What is Artificial Intelligence?

Answer: Artificial Intelligence is a part of computer science that emphasizes the development of intelligent machines that would think and work like.

Question 2 : Can Artificial Intelligence help us?

Answer: Artificial Intelligence or AI can help us in many ways. It is already helping us in some cases. For example, if we think about the robots used in a factory, these robots run on the principle of Artificial Intelligence. In the automobile sector, some vehicles have been invented that don't need any humans to drive them, they are self-driving such as Tesla. The search engines like google and yahoo these days are also AI-powered. 

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Artificial Intelligence Essay in 100, 200, and 300 Words for School Students

• Updated on  
• Jun 6, 2024

Artificial Intelligence (AI) has revolutionized every economic sector in the 21st century with its capacity to create efficient machines possessing cognitive abilities. Key components of this technological advancement, such as machine learning (ML), deep learning, and natural language processing (NLP), have enabled the development of machines that utilize data and algorithms to perform tasks akin to those performed by humans. To delve deeper into the world of AI, you can explore three insightful essays on Artificial Intelligence available in this blog. Keep browsing.

Table of Contents

• 1 Artificial Intelligence Essay in 100 Words for School Students
• 2 Artificial Intelligence Essay in 200 Words for School Students
• 3 Artificial Intelligence Essay in 300 Words for School Students
• 4 Short Essay on Artificial Intelligence

Also Read: Types of Artificial Intelligence

Artificial Intelligence Essay in 100 Words for School Students

Artificial Intelligence or AI is a revolutionary technology that allows machines to undertake tasks that usually need human intelligence. It includes natural language processing (NLP), problem-solving capabilities, and machine learning (ML). In contemporary times, AI technology has entered all aspects of human life. Currently, AI technology is present in virtual assistants like Siri to advanced applications in the finance, industrial, and healthcare sectors.

Even though AI presents extensive potential for innovation and efficiency, it has adverse effects like ethical concerns and job displacement. Therefore, it is important that we use AI technology in a controlled manner and always aspire for the wholesome development of human civilization. 

Also Read: Career in Artificial Intelligence: Opportunities & Outlook

Artificial Intelligence Essay in 200 Words for School Students

Artificial Intelligence (AI) is an evolving technology in the field of computer science. This technology aims to curate machines capable of reasoning, learning, and problem-solving by mimicking human cognitive functions. This technology allows computer and machine systems to adapt and improve performance without explicit programming using machine learning (ML), a subset of AI. Furthermore, AI technology is used in streaming platforms, autonomous vehicles, and advanced medical diagnostics. Due to its widespread usage, AI has become an integral part of the modern society.

However, the rapid development of AI technology often raises ethical concerns, especially about data privacy and security. Also, advancements in this latest technology have the potential to increase unemployment across various sectors. Thus, it is essential to strike a balance between innovation and protection of human elements and interests in the job sector and personal life. 

Therefore, as we adopt AI in our daily lives, it becomes our responsibility to generate awareness about crucial elements of AI and its impact on human civilization. On top of that, it is significant to mankind that technology should always adhere to the ethical guidelines of data privacy and cyber security. Also, federal and state governments must implement laws that prevent AI developers from threatening social harmony and national security within and beyond the nation’s territorial boundaries. 

Also Read: Top AI Courses after 12th with Salaries

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Artificial Intelligence Essay in 300 Words for School Students

The advent of Artificial Intelligence (AI) is an attempt to converge computer science, mathematics, and cognitive science into singular units to create machines with human intelligence. These machines help in learning, reasoning, problem-solving, and language understanding. Owing to the varied tasks performed by AI-enabled machines, AI technology has become a landmark element of the technological revolution of the 21st century. 

AI technology has transformed the fields of healthcare, finance, automobile, and streaming services. In healthcare, AI is used for drug discovery and diagnosis. Whereas, in the financial sector, AI is used for risk management and optimization of trading strategies. On top of that, this technology has led to the development of AI-powered vehicles, which promise efficient and safe transportation. Furthermore, AI is used in recommendation systems on platforms like Netflix and Amazon to provide personalized suggestions based on the behavior and preferences of users. 

However, exemplary technological advancements always come with numerous drawbacks. One of the grave consequences of the large-scale adoption of AI is the fear of job loss. In recent times, automation has left many jobless, especially in the manufacturing sector. Thus, governments and technology companies must ensure that there should be a balanced discussion between technological advancements and societal well-being. Also, policymakers must have regular dialogue with ethicists to control the exploitation of citizen’s data by technology companies. 

Nevertheless, AI has opened exciting opportunities for inquisitive minds as it has created exciting jobs in coding, data science, and robotics. Owing to the increased use of AI technology in these arenas, people have the opportunity to improve their critical thinking, creativity, and problem-solving skills. To leverage new opportunities like these, students should start gaining hands-on experience with AI technologies at an early age. 

Thus, Artificial Intelligence is a revolutionary force that will shape the future of mankind. To harness the maximum benefits of this technology, it is advisable to use it wisely. Any development or innovation in AI technology must be directed towards the betterment of society and aim to protect the privacy of the weakest section of society. 

Also Read: Applications of Artificial Intelligence

Short Essay on Artificial Intelligence

Also Read: Speech on AI in English for School Students: Check Samples

Ans: AI is a branch of technology and computer science that empowers machines to perform tasks that require human intelligence. AI systems or AI-enabled machines use data and algorithms to learn, reason, and solve problems. It is widely used for speech recognition, autonomous vehicles, image processing, and disease diagnosis.

Ans: Machine learning (ML), natural language processing (NLP), deep learning, algorithms, and problem-solving are some of the essential AI elements. 

Ans: You can start by defining Artificial Intelligence. Then you can highlight its application in different fields. Thereafter, you can highlight the ethical concerns around this technology. Finally, you can conclude by weighing in on the future implications of this technological advancement. 

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Ankita Singh

Ankita is a history enthusiast with a few years of experience in academic writing. Her love for literature and history helps her curate engaging and informative content for education blog. When not writing, she finds peace in analysing historical and political anectodes.

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Artificial Intelligence - Essay Samples And Topic Ideas For Free

A college essay on AI allows one to delve into the intriguing world where machines and algorithms shape the future. It demonstrates how exciting the field of advanced technology and its impact on human society can be. When preparing a persuasive and argumentative essay on artificial intelligence, it is essential to explore the potential danger and benefits associated with AI.

To begin, select from a range of compelling essay topics related to this. This could include exploring the ethical implications of AI, the role of it in healthcare, or its impact on the job market. Conduct careful analysis using reputable sources. For example, it can be an interesting research paper on artificial intelligence or free samples to support your arguments.

The next step is to formulate a clear and concise thesis statement that will convey your position on the topic. Creating an outline will help you with this. Each paragraph in the body should focus on a specific aspect of AI, such as cybernetic systems or the ethical considerations surrounding AI development.

In the introduction of your paper, you can highlight the rapid advancements in AI and its pervasive presence in various industries. It will be useful to mention such an organization as OpenAI. Do not forget to craft a captivating hook to capture the reader’s attention. It could be a thought-provoking question, a startling statistic, or a compelling anecdote. No matter what you choose, it should emphasize the significance of AI technology in today’s world. At the conclusion of the essay, all you have to do is summarize the key points discussed in your paper.

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How To Write An Essay On Artificial Intelligence

Introduction to the concept of artificial intelligence.

When writing an essay on artificial intelligence (AI), it's important to start by defining what AI is and its significance in the modern world. Artificial intelligence refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. The introduction should provide a brief overview of the development of AI, from its inception to its current state. This will set the stage for a deeper exploration of various aspects of AI, such as its applications, ethical considerations, and potential future developments. Your introduction should also clearly state your thesis or main argument, which will guide the direction of your essay.

Exploring the Applications and Benefits of AI

The body of your essay should delve into the various applications and benefits of AI in different sectors. Discuss how AI is transforming industries such as healthcare, finance, transportation, and more. For instance, in healthcare, AI can assist in diagnosing diseases and personalizing treatment plans. In finance, AI algorithms are used for risk assessment and fraud detection. Highlight the efficiency, accuracy, and cost-effectiveness AI brings to these fields. This part of the essay should provide concrete examples of AI applications, demonstrating the significant impact of AI on improving various aspects of society and business.

Addressing Ethical and Societal Implications

An essential aspect of writing about AI is addressing the ethical and societal implications. Discuss the ethical dilemmas posed by AI, such as privacy concerns, job displacement due to automation, and the potential misuse of AI technologies. Explore how AI could affect social dynamics, including the digital divide and biases in AI algorithms. This section should also consider how regulations and policies are being developed to guide the ethical development and deployment of AI. The objective here is to present a balanced view that not only highlights the advancements AI brings but also critically examines the challenges and concerns it poses.

Concluding with Future Perspectives on AI

Conclude your essay by summarizing the main points discussed and offering a perspective on the future of AI. Reflect on the potential advancements in AI technology and what they could mean for society. Consider the role of AI in shaping future job markets, its integration in everyday life, and how it might evolve in the coming years. Discuss the importance of responsible innovation and the role of governments, industries, and academia in shaping the future of AI. A well-crafted conclusion will not only bring closure to your essay but also encourage further thought and discussion about the role of AI in shaping our future.

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• Artificial Intelligence Essay

Essay on Artificial Intelligence

Artificial Intelligence is the intelligence possessed by the machines under which they can perform various functions with human help. With the help of A.I, machines will be able to learn, solve problems, plan things, think, etc. Artificial Intelligence, for example, is the simulation of human intelligence by machines. In the field of technology, Artificial Intelligence is evolving rapidly day by day and it is believed that in the near future, artificial intelligence is going to change human life very drastically and will most probably end all the crises of the world by sorting out the major problems. 

Our life in this modern age depends largely on computers. It is almost impossible to think about life without computers. We need computers in everything that we use in our daily lives. So it becomes very important to make computers intelligent so that our lives become easy. Artificial Intelligence is the theory and development of computers, which imitates the human intelligence and senses, such as visual perception, speech recognition, decision-making, and translation between languages. Artificial Intelligence has brought a revolution in the world of technology. 

Artificial Intelligence Applications

AI is widely used in the field of healthcare. Companies are attempting to develop technologies that will allow for rapid diagnosis. Artificial Intelligence would be able to operate on patients without the need for human oversight. Surgical procedures based on technology are already being performed.

Artificial Intelligence would save a lot of our time. The use of robots would decrease human labour. For example, in industries robots are used which have saved a lot of human effort and time. 

In the field of education, AI has the potential to be very effective. It can bring innovative ways of teaching students with the help of which students will be able to learn the concepts better. 

Artificial intelligence is the future of innovative technology as we can use it in many fields. For example, it can be used in the Military sector, Industrial sector, Automobiles, etc. In the coming years, we will be able to see more applications of AI as this technology is evolving day by day. 

Marketing: Artificial Intelligence provides a deep knowledge of consumers and potential clients to the marketers by enabling them to deliver information at the right time. Through AI solutions, the marketers can refine their campaigns and strategies.

Agriculture: AI technology can be used to detect diseases in plants, pests, and poor plant nutrition. With the help of AI, farmers can analyze the weather conditions, temperature, water usage, and condition of the soil.

Banking: Fraudulent activities can be detected through AI solutions. AI bots, digital payment advisers can create a high quality of service.

Health Care: Artificial Intelligence can surpass human cognition in the analysis, diagnosis, and complication of complicated medical data.

History of Artificial Intelligence

Artificial Intelligence may seem to be a new technology but if we do a bit of research, we will find that it has roots deep in the past. In Greek Mythology, it is said that the concepts of AI were used. 

The model of Artificial neurons was first brought forward in 1943 by Warren McCulloch and Walter Pits. After seven years, in 1950, a research paper related to AI was published by Alan Turing which was titled 'Computer Machinery and Intelligence. The term Artificial Intelligence was first coined in 1956 by John McCarthy, who is known as the father of Artificial Intelligence. 

To conclude, we can say that Artificial Intelligence will be the future of the world. As per the experts, we won't be able to separate ourselves from this technology as it would become an integral part of our lives shortly. AI would change the way we live in this world. This technology would prove to be revolutionary because it will change our lives for good. 

Branches of Artificial Intelligence:

Knowledge Engineering

Machines Learning

Natural Language Processing

Types of Artificial Intelligence

Artificial Intelligence is categorized in two types based on capabilities and functionalities. 

Artificial Intelligence Type-1

Artificial intelligence type-2.

Narrow AI (weak AI): This is designed to perform a specific task with intelligence. It is termed as weak AI because it cannot perform beyond its limitations. It is trained to do a specific task. Some examples of Narrow AI are facial recognition (Siri in Apple phones), speech, and image recognition. IBM’s Watson supercomputer, self-driving cars, playing chess, and solving equations are also some of the examples of weak AI.

General AI (AGI or strong AI): This system can perform nearly every cognitive task as efficiently as humans can do. The main characteristic of general AI is to make a system that can think like a human on its own. This is a long-term goal of many researchers to create such machines.

Super AI: Super AI is a type of intelligence of systems in which machines can surpass human intelligence and can perform any cognitive task better than humans. The main features of strong AI would be the ability to think, reason, solve puzzles, make judgments, plan and communicate on its own. The creation of strong AI might be the biggest revolution in human history.

Reactive Machines: These machines are the basic types of AI. Such AI systems focus only on current situations and react as per the best possible action. They do not store memories for future actions. IBM’s deep blue system and Google’s Alpha go are the examples of reactive machines.

Limited Memory: These machines can store data or past memories for a short period of time. Examples are self-driving cars. They can store information to navigate the road, speed, and distance of nearby cars.

Theory of Mind: These systems understand emotions, beliefs, and requirements like humans. These kinds of machines are still not invented and it’s a long-term goal for the researchers to create one. 

Self-Awareness: Self-awareness AI is the future of artificial intelligence. These machines can outsmart the humans. If these machines are invented then it can bring a revolution in human society. 

Artificial Intelligence will bring a huge revolution in the history of mankind. Human civilization will flourish by amplifying human intelligence with artificial intelligence, as long as we manage to keep the technology beneficial.

FAQs on Artificial Intelligence Essay

1. What is Artificial Intelligence?

Artificial Intelligence is a branch of computer science that emphasizes the development of intelligent machines that would think and work like humans.

2. How is Artificial Intelligence Categorised?

Artificial Intelligence is categorized in two types based on capabilities and functionalities. Based on capabilities, AI includes Narrow AI (weak AI), General AI, and super AI. Based on functionalities, AI includes Relative Machines, limited memory, theory of mind, self-awareness.

3. How Does AI Help in Marketing?

AI helps marketers to strategize their marketing campaigns and keep data of their prospective clients and consumers.

4. Give an Example of a Relative Machine?

IBM’s deep blue system and Google’s Alpha go are examples of reactive machines.

5. How can Artificial Intelligence help us?

Artificial Intelligence can help us in many ways. It is already helping us in some cases. For example, if we think about the robots used in a factory, they all run on the principle of Artificial Intelligence. In the automobile sector, some vehicles have been invented that don't need any humans to drive them, they are self-driving. The search engines these days are also AI-powered. There are many other uses of Artificial Intelligence as well.

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Essay on Future of Artificial Intelligence

Students are often asked to write an essay on Future of Artificial Intelligence in their schools and colleges. And if you’re also looking for the same, we have created 100-word, 250-word, and 500-word essays on the topic.

Let’s take a look…

100 Words Essay on Future of Artificial Intelligence

Introduction.

Artificial Intelligence (AI) is the science of making machines think and learn like humans. It’s an exciting field that’s rapidly changing our world.

Future Possibilities

In the future, AI could take over many jobs, making our lives easier. Robots could clean our houses, and AI could help doctors diagnose diseases.

Challenges Ahead

However, there are challenges. We need to make sure AI is used responsibly, and that it doesn’t take away too many jobs.

The future of AI is promising, but we need to navigate it carefully to ensure it benefits everyone.

250 Words Essay on Future of Artificial Intelligence

Ai in everyday life.

The future of AI holds promising advancements in everyday life. We can expect more sophisticated personal assistants, smarter home automation, and advanced healthcare systems. AI will continue to streamline our lives, making mundane tasks more efficient.

AI in Business

In business, AI will revolutionize industries by automating processes and creating new business models. Predictive analytics, customer service, and supply chain management will become more efficient and accurate. AI will also enable personalized marketing, enhancing customer experience and retention.

AI in Ethics and Society

However, the future of AI also poses ethical and societal challenges. Issues such as job displacement due to automation, privacy concerns, and the potential misuse of AI technologies need to be addressed. Ensuring fairness, transparency, and accountability in AI systems will be crucial.

In conclusion, the future of AI is a blend of immense potential and challenges. It will transform our lives and businesses, but also necessitates careful consideration of ethical and societal implications. As we move forward, it is essential to foster a global dialogue about the responsible use and governance of AI.

500 Words Essay on Future of Artificial Intelligence

Artificial Intelligence (AI) has transformed from a fringe scientific concept into a commonplace technology, permeating every aspect of our lives. As we stand on the precipice of the future, it becomes crucial to understand AI’s potential trajectory and the profound implications it might have on society.

The Evolution of AI

The current focus is on developing General AI, machines that can perform any intellectual task that a human being can. While we are yet to achieve this, advancements in Deep Learning and Neural Networks are bringing us closer to this reality.

AI in the Future

In the future, AI is expected to become more autonomous and integrated into our daily lives. We will see AI systems that can not only understand and learn from their environment but also make complex decisions, solve problems, and even exhibit creativity.

Implications and Challenges

However, the future of AI is not without its challenges. As AI systems become more autonomous, we must grapple with ethical issues. For instance, who is accountable if an AI system makes a mistake? How do we ensure that AI systems are fair and unbiased?

Moreover, as AI continues to automate tasks, there are concerns about job displacement. While AI will undoubtedly create new jobs, it will also render many existing jobs obsolete. Therefore, societies must prepare for this transition by investing in education and training.

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Essay Samples on Artificial Intelligence

Artificial intelligence (AI) is a rapidly growing field, and writing an essay on it can be an excellent way to explore its various aspects. An artificial intelligence essay can be a great opportunity to discuss the advantages and disadvantages of AI and how it can impact society. It can also explore the technical details of AI, such as how it works and how it is developed.

One popular topic for essays about AI is its impact on the job market. AI is transforming industries and creating new jobs, but it is also replacing human workers in some areas. Another interesting topic is the ethics of AI, including issues such as bias and privacy. As AI becomes more advanced, it is important to consider the potential risks and benefits of this technology.

When writing an essay on artificial intelligence, it is essential to choose a specific topic and research it thoroughly. This will help you to develop a clear understanding of the topic and provide strong arguments to support your thesis. You can use a variety of sources, including academic journals, news articles, and books, to gather information and support your ideas.

An essay about AI should also consider the future of this technology. With advancements in machine learning and robotics, the possibilities for AI are endless. Your essay could explore the potential impact of AI on society in the coming years and decades.

In summary, an artificial intelligence essay can cover a broad range of topics, from the technical details of AI to its ethical implications. By choosing a specific topic and conducting thorough research, you can develop a compelling essay that provides valuable insights into this exciting field. If you need inspiration or guidance, you can find numerous artificial intelligence topics for essay and essays about AI on WritingBros.

The Issue of Artificial Intelligence and Intrusion of Privacy

In an era driven by technological advancements, artificial intelligence (AI) has emerged as a powerful tool with far-reaching implications. While AI offers numerous benefits, including improved efficiency and enhanced decision-making, it also raises concerns about the intrusion of privacy. This essay delves into the complex...

• Artificial Intelligence
• Internet Privacy

The Future Unveiled: Exploring the Landscape of Artificial Intelligence

Artificial intelligence, often abbreviated as AI, has emerged as a transformative force reshaping industries, economies, and societies on a global scale. With its ability to simulate human intelligence and perform complex tasks, AI has unlocked new possibilities and raised thought-provoking questions. This essay dives into...

• Effects of Technology

The Rapid Ascent of ChatGPT and the Dawn of Human-Level AI

The Rise of ChatGPT ChatGPT, an AI chatbot created by OpenAI, has rapidly gained immense popularity since its public release in November 2022. Within just a few weeks, ChatGPT amassed over a million users, demonstrating the public's enthusiasm for this groundbreaking new AI technology. ChatGPT...

• Modern Technology

Artificial Intelligence and the Rise of the Unemployment Rate Worldwide

“Work saves us from three great evils: boredom, vice, and need'. Work is essential to the meaning of human life. To many people today, work means having a job. However, artificial intelligence (AI) will soon be able to take over many human jobs. A significant...

• Unemployment

Artificial Intelligence and Its Effects on Labor Power

Abstract The research topic for this paper was Artificial Intelligence and the research questions was what are some ways artificial intelligence influence human’s daily life. Section 1 is about that Artificial Intelligence can control the machines and remember all the things better than human. Moreover,...

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Future of Artificial Intelligence: Safe AI Development

Abstract From voice automated personal assistants to self-driving cars, there has been a tremendous progress in the field of Artificial Intelligence (AI). While the general notion of AI is depicted as robots behaving like human beings, AI can actually encompass anything from game playing agents...

• Intelligent Machines

How Artificial Intelligence Will Change the Future of Work and Technology

We develop technology to replace our muscles. A lot of things has been replaced with the help of technology. 200 years ago 90% of the population involved in the agricultural sector by the invention and development in the machines industrial revolution has taken place most...

• Impact of Technology

Future of Artificial Intelligence and the Strategies of Its Use in Business

Meaning of Artificial Intelligence Artificial Intelligence (AI) is a “wide range of computer science that deals with the producing of smart machines that can perform tasks that typically require human intelligence, it can adjust to new inputs and perform human-like tasks”,(“Artificial Intelligence – What it...

Debate on How Artificial Intelligence Will Change the Future

Introduction The hypothesis for this research paper is that artificial intelligence will change the future by impacting many aspects of people’s lives. Today, technology has become an essential part of every part of our lives. Automatic toasters make our breakfast, smartphones wake us up, and...

Why Artificial Intelligence Can't Replace Human

Machines play an important part in today’s society but they have decreased the odds of humans getting work done helplessly. Will artificial intelligence occupy the world? Musk claimed that “artificial superintelligence is more dangerous than nuclear attacks”. We depend on machines in all areas of...

Ethics of Artificial Intelligence, Machine Morality

”The development of full artificial intelligence could spell the end of the human race”. These are the words of iconic astrophysicist, Stephen Hawking. “ With artificial intelligence, we are summoning the demon”.These are the words of the popular Tech Mogul, Elon Musk. These people are...

• Human Development

Benefits of Artificial Intelligence for the Environment

For the past decades, AI is associated with human intelligence while demonstrating its different behaviors such as planning, reasoning, solving, manipulating, and knowledge representation. AI is here now, available to and benefiting us in all ways, but its consequences for our society under are not...

• Environmentalism
• Natural Environment

Benefits Of Using Artificial Intelligence For Humanity

Artificial intelligence is the ability of the machine to simulate the human mind and the way it works, such as its ability to think, discover and benefit from past experiences. Artificial intelligence has become very frequent in recent times, because of its great role in...

• Agriculture
• Climate Change

People Living Under the Influence of the Matrix

There is a connection within The Matrix between levels of free will, and how they directly correlate to the extent to which humans living within the Matrix are artificial. On the one hand, by making the argument that the humans have low free will, it...

• Dependence on Technology

AI Applications in Cardiology, Radiology, CT and MR Images: A Review

AI is becoming irrefutable in many fields, but in the field of medical it has become very important. It has many applications in Health and Bio-medical which is currently being deployed and also significant research is still going on. It mainly focuses on diagnoses of...

Artificial Intelligence Versus Human Labor: An Organizational Business Dilemma

Abstract Technological advancements have led to fast-growing economies and have completely changed the way human beings work. As a move to increase productivity, companies have found themselves at crossroads on whether to automate their processes or retain their workforce. With new expectations, competition, and the...

The Effectivity Of Robots Vs Human Work In Production

There is an obvious fact that, the rate of wage growth to ordinary worker is falling, that global wage growth lowest since 2008 [1]. It is hardly to understand that during the time when the global economy is recovering how can this happens. However, it...

Man And Machine: In Deference To Humanity

An interesting quality that humans possess is how different we are from one another. Just like snowflakes, no two humans are identical. Each of us differ in our experiences, opinions, values, attitudes, interests, and so on. With all the complex diversity that changes from person...

Overview Of The Three Ai Strategies For Chess Game

Minimax Tree Minimax is a sort of backtracking calculation that is utilized in basic leadership and game hypothesis to locate the ideal move for a player, expecting that your rival likewise plays ideally. This method is mostly used in two player games like chess, Mancala...

Types Of Artificial Intelligence And Algorithmic Strategies In Chess Games

Strategy One: Minimax Algorithm In this algorithmic strategy, created by John von Neumann. He classified chess as a two-person, zero-sum game with complete information. This means that this class of problems can’t be fully solved using the Minimax Algorithm as the Minimax Algorithm doesn’t go...

• Video Games

Artificial Intelligence Application In Poultry Industry

Artificial intelligence (AI) is defined as computer systems replicating human intelligence, such as visual perception, speech recognition, decision-making and translation between languages. At a simplistic level, predictive modelling such as that used in feed formulation might be a form of artificial intelligence, but the use...

Origins Of Artificial Intelligence And Its Implementation In Facebook

Definition “Artificial intelligence means simulation of human elements by machines/ computers, where they acquire information (learning), process it to reach reasonable conclusions (action). It leverages various technologies like machine/deep learning, vision, Neuro-Linguistic Programming (NLP), robots, or autonomous machines, etc, for delivering better results.” (Artificial Intelligence...

• Alan Turing

Will Artificial Intelligence Give Humans More Freedom or Rob Us of It

Technology has come a long way from the earliest days of technology such as stone tools to the supercomputers we have today. Technology is there to makes our lives easier and much of the artificial intelligence that we use today is there to make our...

• Industrial Revolution
• Stephen Hawking

Making the World a Better Place with Quantum Computing

“Time is money” - Benjamin Franklin 1748. Time is the most valuable resource that man possesses, and any and every technological advancements that helps to increase the speed at which things happen, and therefore increase the amount of spare time one has, are extremely important,...

• Making The World a Better Place
• Quantum Mechanics

System Design of Designing and Manufacturing via Ubiquitous Computing Technology

Abstract Industry 4.0 is the current direction of automation in manufacturing technologies. In this fourth revolution, ubiquitous information is considered as an emergent component of the manufacturing system. This involves the inclusion of Internet-of-Things (IoT), cognitive and cloud computing. It proposes a new paradigm for...

• Advantages of Technology

Intel Makes AI A Reality For Businesses

We unpack Intel’s comprehensive AI solutions stack with libraries and frameworks that can facilitate the development and scale adoption of its hardware assets — CPUs, FPGAs, VPUs and the soon to be released NNP product line. Intel’s objective is a broader roadmap — domain specific...

The Ethical Challenges Facing the Development of Powerful Technologies

This essay will discuss the issues in developing technologies such as Artificial Intelligence or autonomous vehicles and the consequences that such developments will cause. In doing so, this essay will raise the potential complications from such progresses in technology and in particular discuss the ethical...

• Ethical Challenges

The Development of Artificial Intelligence: Ethical Challenges

The development of technology is aimed at making our life easier. Whether in the medical field where advance technology may be able to detect early signs of diseases or in the automotive sector where humans can travel by car without driving. The advancement of these...

Use of Artificial Intelligence Technology for Management of India’s Coastal Security

Abstract India has a long coastline and large number of island territories entitling her vast coastal sea areas for the purpose of exploring and exploiting, conserving and managing ocean resources like fishing, ocean mining, drilling for oil and gas etc. Further, India is largely dependent...

• Homeland Security

Different Approaches to Artificial Intelligence Engineering

On the other hand, one major disadvantage of Alexa is privacy. (“Amazon Alexa,” 2018) Others can hear your conversations with Alexa, and whoever is present in the home can hear in on private conversations. Alexa also requires you to give your current location, which can...

• Bicentennial Man
• Movie Summary

Effective Interpretation and Replication of Sign Language Using Robotics Arms

Abstract The usage of computer vision and artificial intelligence has become an important factor for many real-world applications. The automatic recognition of hand gestures using these two technologies are very much useful in sign language recoginition. In this paper we are going to see about...

• Sign Language

The Concept of Legal Personality and the Capabilties of Artificial Intelligence

Legal personality that a party who consider by law to be able to assume expediency and compulsion as a unique identity. Any person can have authority and responsibility, known as natural person or legal person. Law entrust natural person in according to the reality and...

SAP Leonardo: Machine Learning with SAP Leonardo

The emergence of digital technology has changed the way things are done leading to a dramatic change in the economy of the nation. Similarly, there is a significant change in the digital architecture of the industry. The disruption in digital technology is changing the way...

The Birth of Digitalised Graphic Design

As technology moves forward and the graphic design method and process integrates into computers, artificial intelligence (AI) applications will inescapably enter the design industry. In this moment in time, graphic design activities are carried out in various fields without the need of graphic designers, such...

• Graphic Design

Using An ANN (Artificial Neural Networks) In Neuroscience

The development of biologically inspired artificial neural networks (ANNs) provides new ways to gain a better understanding of the human brain. ANNs are computing systems that learn by examples to carry out tasks without being explicitly programmed. ANNs can consist a single or multiple layers...

AI Along With Machine Learning For Rural Population Across India

Introduction Indian banking landscape is seeing massive transition with the advent of financial inclusion through RBI. As the government shifts focus toward cashless society, it also pushes a bouquet of digital payment options in the form of schemes, apps and services like Small savings accounts,...

Handwritten Gujarati Script Recognition With Deep Learning

Abstract The motive behind writing this paper is to throw light on the proposed application which can be used for detecting and recognizing Gujarati handwritten scripts using image processing machine learning techniques. It emphasizes the key technologies involved in this process. There is a lot...

Human Computer Interaction: Brain Computing Interface

INTRODUCTION Brain Computer Interface (BCI) technology is a powerful communication tool between users and systems. It does not require any external devices or muscle intervention to issue commands and complete the interaction. The research community has initially developed BCIs with biomedical applications in mind, leading...

• Computer Science

Online Healthcare Community With AI Based Disease Prediction

ABSTRACT Rise in the demands of globally accessible healthcare services and resources has been a salient issue from last few decades. Lack of medical expertise in remote settlements further increases the problem. A potential solution to this issue is to set up online interaction between...

• Universal Health Care

Overview Of Emerging Technologies: Robotics And Artificial Intelligence

Introduction Emerging technologies are devices that are developing or are going to be developed whithin 5 or over 10 years. They're a several varieties of rising technologies like robotic and Artificial intelligence. Technologies are becomimg much easier to use and more expensive too. However they...

How Internet of Things Has Impacted Individuals and Society

The concept of IoE impacts society and individuals in certain ways. Problems such as Pollution can be reduced once IoE is widely used. Things that are used within roads, such as traffic lights can change in order to become better controlled and perfected through IoE,...

A Survey Of E-Tendering And Use Of Nlp In Automated Tender Evaluation

I. Introduction Natural Language Processing is a branch of Artificial Intelligence which enables computers to analyse and understand the human language. Natural Language Processing (NLP) was formulated to build software that generates and understand natural languages so that a user can have natural conversations with...

Ai In Marketing: Ai In Marketing Is Definitely Creating An Impact

There is a race between huge MNC’s as to who can develop the best algorithm to determine the customer’s taste and preferences. Started in 2012 by Target, which used the concept to predict the future demands of a particular customer by considering its current shopping...

• Digital Era
• Marketing Strategy

Artificial Intelligece: History & Types

ABSTRACT Artificial Intelligece is referred as the branch of computer which mainly aims to create intelligent machines. it is something which can compare the human efficiency of working with those intelligent machines. Actually this all started with the single point thought of the classical philosophers...

Artificial Intelligence As “Simulated Intelligence In Machines.”

Investopedia defines artificial intelligence as “simulated intelligence in machines.” It is widely regarded as one of the greatest technological achievements ever. As the years go on, it will be the most useful technology globally, because of all the ways engineers are seeing it can be...

Artificial Intelligence As A Positive And Negative Think About International Risk

That is why the title of this chapter is “Artificial Intelligence as a Positive and Negative think about international Risk,” not “Global Risks of computer science.” The prospect of AI interacts with international risk in additional advanced ways in which than that; if AI were...

E-Commerce for Business: Up-To-Date Trends and Dynamic Evolvement

With the changing and everyday evolving technology, e-commerce has gotten its own bite. The recent year was full of business risks and facing market competition and evaluating future technologies for enterprises. Every business looking to thrive in the e-commerce landscape, following the latest trends can...

Programs And Websites To Make Videos Online

The Nintendo Switch is a video game console developed and created by Nintendo. This innovation was released worldwide on the 3rd of March, 2017. The concept for The Nintendo Switch was derived as a result of Nintendo’s financial losses due to poor sales in 2014....

Robo-Advisors As A Disruptive Technology

Recently Robo-advisors have gone standard seeing that they have started to be liked by consumers. Once the domain of Silicon Valley, robo-advisors rely on computer algorithms to invest client assets in the best possible way and they have been increasingly offered by traditional financial players....

Robotics Society Budget Request: Mace

How much you are requesting in total? £2500How will the budget be spent? The primary use of funding within the Robotics Society is for equipment. In order to keep the society as inclusive and appealing as possible, all robotics kit is provided by the society,...

Role Of Intelligent Conversations In Smart Cities

Indian government has propelled many e-governance activities and savvy discussions for implementation of smart cities. While upgrading towards smart cities, the greatest obstruction faced is the lack of communication between the government and citizens. Various private organizations are taking up the initiative to help set...

The Conepts Of Artificial Intelligence & Machine Learning

Artificial Intelligence is a field of study where we teach computers how to learn, Machine Learning is one way of doing this, by designing code or programs that teach computers things over time. We have to select the game, formulate the goal in the language...

The Impact Of AI On The Traffic In Future

While the intersections sit empty you sit still in your car waiting on that red to go green, in that very moment that is the only go green motto you can think of. AI can make that frustrating inefficiency of traffic a thing of past....

The Origin Of The Artificial Intelligence

Abstract From remote times, the history of the human being is developed by a successive chain of steps and sometimes jumps, until the relative sophistication of the modern brain and its culture. The historical origin of the Artificial Intelligence is usually established at Darmouth Conference...

The Reasons Artificial Intelligence Should Be Regulated

Artificial intelligence has both positive and negative attributes. That being said I believe that AI should be regulated. This is because though AI helps us in many ways such as cleaning houses and building things in factories, it still has the possibility to go haywire....

Using Artificial Intelligence In Expense Reporting While Performing Fraud Detection

Financial frauds have been prevalent for a long time. Banks and all other industries have been trying to control frauds for quite some time. Credit card and debit card, payroll, andexpense frauds form the largest types of frauds. Artificial Intelligence can be used to reduce...

R.U.R. By Karel Capek: The Artificial Creatures Are Replacing Their Human Creators

Through their various interpretations, the perception of artificial life serves as a constant foil toward what deigns humans as special, superior even. Though they are purposefully designed to appear and act human-like, the status and nature as a manufactured labor force generally leave androids discarded...

Best topics on Artificial Intelligence

1. The Issue of Artificial Intelligence and Intrusion of Privacy

2. The Future Unveiled: Exploring the Landscape of Artificial Intelligence

3. The Rapid Ascent of ChatGPT and the Dawn of Human-Level AI

4. Artificial Intelligence and the Rise of the Unemployment Rate Worldwide

5. Artificial Intelligence and Its Effects on Labor Power

6. Future of Artificial Intelligence: Safe AI Development

7. How Artificial Intelligence Will Change the Future of Work and Technology

8. Future of Artificial Intelligence and the Strategies of Its Use in Business

9. Debate on How Artificial Intelligence Will Change the Future

10. Why Artificial Intelligence Can’t Replace Human

11. Ethics of Artificial Intelligence, Machine Morality

12. Benefits of Artificial Intelligence for the Environment

13. Benefits Of Using Artificial Intelligence For Humanity

14. People Living Under the Influence of the Matrix

15. AI Applications in Cardiology, Radiology, CT and MR Images: A Review

• Cyber Security
• Computer Programming
• Class Reflection
• Negative Impact of Technology
• Children and Technology

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IELTS Writing Task 2 Sample Answer Essay: Artificial Intelligence (Real Past IELTS Exam/Test)

by Dave | Real Past Tests | 4 Comments

This is an IELTS writing task 2 sample answer essay on the topic of artificual intelligence and whether or not it is a positive development that computers will be smarter than humans someday.

Be sure that you check out my exclusive IELTS Ebooks and materials on Patreon here (and recommend a friend if you can!).

IELTS Writing Task 2 Sample Answer Essay: Artificial Intelligence

Some scientists believe that in the future computers will be more intelligent than human beings. While some see this as a positive development others worry about the negative consequences. Discuss both views and give your opinion. Real Past IELTS Exam

Many today are worried about the potential drawbacks of artificial intelligence. In my opinion, these concerns are legitimate but on the whole A.I. will allow for new heights to human endeavour.

The chief associated worries concern its misuse by humans initially and machines later. The former is already coming to pass as automation has phased out many traditional jobs. As artificial intelligence becomes more sophisticated, the positions in jeopardy will transition from low-skilled factory staff to data analysts and other white-collar workers. The fear is that companies will be motivated solely by their bottom line, lay off many employees and trigger mass social unrest. Some also believe A.I. portends darker scenarios akin to the apocalyptic dystopias of films like The Matrix and Terminator. This is a possibility though it is impossible to estimate its likelihood.

The speculations above should be taken seriously but they pale in comparison to the technologies A.I. can complement. Companies ranging from Google to Amazon to Tesla are investing heavily in this industry because of its enormous potential. For example, self-driving cars are fast becoming a reality and will reduce the number of vehicular accidents massively. Policymakers in government will be able to take advantage of sophisticated algorithms to project economic policy and positively enhance the lives of billions. In the consumer sphere, smartphones will become increasingly helpful, freeing up individuals to focus their time on work, family, and leisure. This is only a partial list and the most intriguing and impactful applications have yet to be unearthed.

In conclusion, artificial intelligence poses risks to the labour market and the future of humanity, but the opportunities for new projects should take priority. It is important to find a balance and methods of mitigating the dangers.

1. Many today are worried about the potential drawbacks of artificial intelligence. 2. In my opinion, these concerns are legitimate but on the whole A.I. will allow for new heights to human endeavour.

• Paraphrase the overall topic for the essay.
• Write a clear opinion. Read more about introductions here.

1. The chief associated worries concern its misuse by humans initially and machines later. 2. The former is already coming to pass as automation has phased out many traditional jobs. 3. As artificial intelligence becomes more sophisticated, the positions in jeopardy will transition from low-skilled factory staff to data analysts and other white-collar workers. 4. The fear is that companies will be motivated solely by their bottom line, lay off many employees and trigger mass social unrest. 5. Some also believe A.I. portends darker scenarios akin to the apocalyptic dystopias of films like The Matrix and Terminator. 6. This is a possibility though it is impossible to estimate its likelihood.

• Write a topic sentence with a clear main idea at the end.
• Explain your main idea.
• Use specific examples.
• Continue to develop your main idea.
• Don’t switch to a new idea.
• Conclude by generalising.

1. The speculations above should be taken seriously but they pale in comparison to the technologies A.I. can complement. 2. Companies ranging from Google to Amazon to Tesla are investing heavily in this industry because of its enormous potential. 3. For example, self-driving cars are fast becoming a reality and will reduce the number of vehicular accidents massively. 4. Policymakers in government will be able to take advantage of sophisticated algorithms to project economic policy and positively enhance the lives of billions. 5. In the consumer sphere, smartphones will become increasingly helpful, freeing up individuals to focus their time on work, family, and leisure. 6. This is only a partial list and the most intriguing and impactful applications have yet to be unearthed.

• Write another clear topic sentence with the main idea that agree with.
• Use real companies/people to write very specific examples.
• Begin a specific example.
• You can write about related examples instead of developing one example.
• Here I switch to a third example.
• Conclude with a strong statement.

1. In conclusion, artificial intelligence poses risks to the labour market and the future of humanity, but the opportunities for new projects should take priority. 2. It is important to find a balance and methods of mitigating the dangers.

• Summarise your main ideas and repeat your opinion.
• Add a final thought/detail.

What do the words in bold below mean?

Many today are worried about the potential drawbacks of artificial intelligence . In my opinion, these concerns are legitimate but on the whole A.I. will allow for new heights to human endeavour .

The chief associated worries concern its misuse by humans initially and machines later. The former is already coming to pass as automation has phased out many traditional jobs . As artificial intelligence becomes more sophisticated , the positions in jeopardy will transition from low-skilled factory staff to data analysts and other white-collar workers . The fear is that companies will be motivated solely by their bottom line , lay off many employees and trigger mass social unrest . Some also believe A.I. portends darker scenarios akin to the apocalyptic dystopias of films like The Matrix and Terminator. This is a possibility though it is impossible to estimate its likelihood .

The speculations above should be taken seriously but they pale in comparison to the technologies A.I. can complement . Companies ranging from Google to Amazon to Tesla are investing heavily in this industry because of its enormous potential . For example, self-driving cars are fast becoming a reality and will reduce the number of vehicular accidents massively . Policymakers in government will be able to take advantage of sophisticated algorithms to project economic policy and positively enhance the lives of billions. In the consumer sphere , smartphones will become increasingly helpful , freeing up individuals to focus their time on work, family, and leisure . This is only a partial list and the most intriguing and impactful applications have yet to be unearthed .

In conclusion, artificial intelligence poses risks to the labour market and the future of humanity, but the opportunities for new projects should take priority . It is important to find a balance and methods of mitigating the dangers .

worried about concerned

potential drawbacks possible negatives

artificial intelligence really smart computers/robots

concerns worries

legitimate justified

on the whole overall

new heights greatest achievements

human endeavour what man has accomplished

chief associated worries concern main issues relate to

misuse abuse

initially in the beginning

coming to pass happening now

automation robotic

phased out disappeared

traditional jobs factory workers, old types of labour

sophisticated complex

positions in jeopardy jobs in danger

transition change from

low-skilled factory staff people working in factories, manual labour

data analysts people who look closely at numbers, data

white-collar workers office workers, managers, etc.

motivated solely mainly interested in

bottom line profits

lay off fire

trigger mass social unrest cause unhappiness

portends darker scenarios akin to can foresee bad outcomes similar to

apocalyptic dystopias nightmarish futures

possibility chance

estimate guess

likelihood chance of happening

speculations guesses

taken seriously treated with respect

pale in comparison to much weaker than

complement supplement

ranging from including

investing heavily putting a lot of money into

enormous potential a lot of possibility

self-driving cars automated automobiles

fast becoming a reality quickly becoming true

vehicular accidents massively car crashes a lot

policymakers law-makers, politicians

take advantage of sophisticated algorithms exploit computer programs

project economic policy predict how to manage the economy

positively enhance have a good impact on

consumer sphere what people buy

increasingly helpful more and more positive

freeing up allowing for

focus their time have more time for

leisure free time

partial list not complete

most intriguing most interesting

impactful applications used to the most effect

unearthed uncovered

poses risks has dangers

labour market workers

take priority more important

balance keep things equal

methods means

mitigating lessening the impact of

dangers risks

Pronunciation

ˈwʌrid əˈbaʊt   pəʊˈtɛnʃəl ˈdrɔːbæks   ˌɑːtɪˈfɪʃ(ə)l ɪnˈtɛlɪʤəns kənˈsɜːnz   lɪˈʤɪtɪmɪt   ɒn ðə həʊl   njuː haɪts   ˈhjuːmən ɪnˈdɛvə ʧiːf əˈsəʊʃɪeɪtɪd ˈwʌriz kənˈsɜːn   ˌmɪsˈjuːs   ɪˈnɪʃəli   ˈkʌmɪŋ tuː pɑːs   ˌɔːtəˈmeɪʃ(ə)n   feɪzd aʊt   trəˈdɪʃənl ʤɒbz səˈfɪstɪkeɪtɪd pəˈzɪʃənz ɪn ˈʤɛpədi   trænˈsɪʒən   ləʊ-skɪld ˈfæktəri stɑːf   ˈdeɪtə ˈænəlɪsts   ˈwaɪtˈkɒlə ˈwɜːkəz ˈməʊtɪveɪtɪd ˈsəʊlli   ˈbɒtəm laɪn leɪ ɒf   ˈtrɪgə mæs ˈsəʊʃəl ʌnˈrɛst pɔːˈtɛndz ˈdɑːkə sɪˈnɑːrɪəʊz əˈkɪn tuː   əˈpɒkəlɪptɪk ˈdɪstəʊiːə ˌpɒsəˈbɪlɪti   ˈɛstɪmɪt ˈlaɪklɪhʊd ˌspɛkjʊˈleɪʃənz   ˈteɪkən ˈsɪərɪəsli peɪl ɪn kəmˈpærɪsn tuː   ˈkɒmplɪmənt ˈreɪnʤɪŋ frɒm   ɪnˈvɛstɪŋ ˈhɛvɪli   ɪˈnɔːməs pəʊˈtɛnʃəl sɛlf-ˈdraɪvɪŋ kɑːz   fɑːst bɪˈkʌmɪŋ ə ri(ː)ˈælɪti   vɪˈhɪkjʊlər ˈæksɪdənts ˈmæsɪvli ˈpɒlɪsiˈmeɪkəz   teɪk ədˈvɑːntɪʤ ɒv səˈfɪstɪkeɪtɪd ˈælgərɪðmz   ˈprɒʤɛkt ˌiːkəˈnɒmɪk ˈpɒlɪsi   ˈpɒzətɪvli ɪnˈhɑːns   kənˈsjuːmə sfɪə ɪnˈkriːsɪŋli ˈhɛlpfʊl ˈfriːɪŋ ʌp ˈfəʊkəs ðeə taɪm   ˈlɛʒə ˈpɑːʃəl lɪst   məʊst ɪnˈtriːgɪŋ   ˈɪmpæktf(ə)l ˌæplɪˈkeɪʃ(ə)nz   ʌnˈɜːθt ˈpəʊzɪz rɪsks ˈleɪbə ˈmɑːkɪt   teɪk praɪˈɒrɪti ˈbæləns   ˈmɛθədz   ˈmɪtɪgeɪtɪŋ   ˈdeɪnʤəz

Vocabulary Practice

Remember and fill in the blanks:

Many today are w______________t the p_________________s of a______________________e . In my opinion, these c____________s are l______________e but o______________e A.I. will allow for n____________s to h______________________r .

The c____________________________________n its m___________e by humans i_____________y and machines later. The former is already c_______________s as a________________n has p______________t many t_____________________s . As artificial intelligence becomes more s______________d , the p______________________y will t_______________n from l__________________________f to d_________________s and other w_____________________s . The fear is that companies will be m____________________y by their b________________e , l_____________f many employees and t_____________________________t . Some also believe A.I. p__________________________________o the a________________________s of films like The Matrix and Terminator. This is a p________________y though it is impossible to e________________e its l_________________d .

The s__________________s above should be t__________________y but they p__________________________o the technologies A.I. can c____________________t . Companies r____________________m Google to Amazon to Tesla are i________________________y in this industry because of its e_______________________l . For example, s___________________s are f_______________________y and will reduce the number of v_____________________________y . P____________________s in government will be able to t__________________________________________s to p___________________________y and p_____________________e the lives of billions. In the c______________________e , smartphones will become i________________________l , f_______________p individuals to f____________________e on work, family, and l____________e . This is only a p________________t and the m__________________g and i________________________s have yet to be u______________d .

In conclusion, artificial intelligence p_____________s to the l__________________t and the future of humanity, but the opportunities for new projects should t_________________y . It is important to find a b_____________e and m____________s of m____________g the d___________s .

Listening Practice

How far is too far?

Reading Practice

Stay updated on the latest news about Artifical Intelligence from Wired here:

https://www.wired.com/category/business/artificial-intelligence/

Speaking Practice

Answer the following questions from the real speaking exam :

Intelligence

Do people with high IQs tend to be selfish? Can computers improve your intelligence? What is the difference between intelligence and knowledge? How much can intelligence change during a lifetime and how much of it is fixed? Has technology made people less intelligent? Real IELTS Speaking Exam

Writing Practice

Write about the following related topic then check with my sample answer:

Nowadays more tasks at home and work are being performed by robots. Is this a negative or positive development? Real Past IELTS Writing Exam

IELTS Writing Task 2 Sample Answer Essay: Robots at Home (Real Past IELTS Tests/Exams)

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More From Forbes

Demystifying ai: understanding the real impact of artificial intelligence.

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Robbie Morrison, CEO of Velosio , is a technology leader with 30+ years of experience driving business success through innovative solutions.

One of the most hyped technologies in recent years, artificial intelligence (AI), has emerged as a disruptive force for businesses, the likes of which we haven’t seen since the emergence of cloud technology. The global AI market is growing like wildfire, with projections suggesting it could reach over $1.8 trillion by 2030 .

Much of what I can tell you about AI today, I wouldn’t have been able to say six months ago, and what I tell you is overhyped may be possible in six months—that's how quickly the technology is changing. There are a lot of myths and misconceptions floating around when it comes to AI, which may be holding business leaders back from adopting it.

AI Is AI—It's All The Same

Some people think that AI is the same as the other types of AI: generative AI, machine learning and deep learning. The truth is that AI is a broad field that encompasses the development of computer systems capable of performing tasks that typically require human intelligence. These tasks include visual perception, speech recognition, decision making and language translation.

On the other hand, generative AI, a subset of AI, refers to the ability of AI systems to generate new, original content, such as text, images, videos or audio, often in response to prompts. Machine learning (ML) and deep learning (DL) are interconnected fields representing different layers of data processing and automation. ML is a subset of AI that involves algorithms learning from data to make predictions or decisions without being explicitly programmed for the task.

Today’s NYT Mini Crossword Clues And Answers For Sunday, August 25th

Giovanni ribisi on his character’s debut in kevin costner’s ‘horizon’, russian troops captured one of ukraine’s dutch armored vehicles, rode it back into battle—and promptly got killed.

DL, a further subset of ML, uses neural networks with many layers (hence "deep") to analyze data, allowing the machine to perform complex tasks like image and speech recognition. Are you confused now? Wait until the next big AI development arrives—general AI, which aims for a machine with a consciousness that can exhibit self-awareness and emotional understanding.

AI Is Going To Take Over My Job

There’s a misconception that AI will take over everyone's jobs. The truth is that AI still requires human intelligence to be effective and will enhance people’s jobs instead of replacing them. AI has the potential to automate up to 70% of employees' time spent on repetitive tasks , which can significantly boost productivity across various sectors.

At Velosio, we are looking at ways to use AI in our back office to automate tasks like collections further. That doesn't mean we will no longer need a collections manager, a controller, a staff accountant or an operations manager. We need those roles filled to interact with AI, and it allows our team to become more efficient so we can scale and grow faster.

The fear that AI could take three jobs and combine them into one is understandable. However, AI's role is to support and augment human tasks, not render them obsolete. By utilizing AI to automate repetitive tasks, employees' time is freed up to focus on higher-value, strategic tasks that will ultimately drive growth through innovation.

AI Doesn’t Require Training

Some people think anybody can use AI and get the same results, but that is not the case. For instance, generative AI combines multiple sources of information into one train of thought—but then you need to determine if it’s a valid response. After all, it’s still a computer on the other end, so you need expertise in the best ways to ask the right questions—also known as prompt engineering.

For example, when you talk with someone for the first time, you must determine how to communicate with them. Will you speak English or French? Will you speak to them like you would speak to someone with a Ph.D. or a sixth grader? It's the same with generative AI—you need to determine how to best interact with it, and a knowledgeable person can interface with it at a much higher level. This takes time, but there are also training courses on prompt engineering to get you there faster.

Quick Tip: Increase the effectiveness of your AI interactions by starting with clear and simple prompts. From there, it gradually builds complexity. This approach sets a strong baseline for your queries and will improve your skills with prompt engineering.

AI Won't Work For My Business

AI has the potential to help any business process across all industries where there are repetitive processes, undocumented processes or procedures or anything that requires hands on keyboards. Also, think about anything you currently outsource to a third party—it may make sense to let AI handle it, saving you money. For every $1 a company invests in AI, they realize an average return of $3.50 within 14 months, according to a recent study conducted by research firm IDC and sponsored by Microsoft.

Think about ways to glean more information from your data. AI could have the most impact on data analytics, and I’m excited about what some of our clients are doing in this area. AI can tap into various data sources to streamline workflows and improve sales response times. Salespeople can access the app on the go for complete customer information.

The bottom line is, don’t let myths and misconceptions hold you back from adopting AI. As it advances, the potential applications for AI in business are expanding, promising to deliver significant competitive advantages to those who adopt it. I don’t want you to miss out on efficiency gains within your company by failing to embrace the new technology.

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This image shows Rishi Raja after his surgery. (Rishi Raja / HS Insider)

Opinion: A personal account of the practical benefits of AI in healthcare

A few years ago, I went temporarily blind after undergoing surgery for Keratoconus, a rare ocular disease that causes deformation of the cornea. Navigating around my house in the dark was difficult, but I ended up finding my own light through an unexpected pair of helpers: Siri and Alexa. 

Using their voices as guides, I was able to navigate through my house, avoid sharply stubbed toes along the way, listen to audiobooks, and stay connected with my social network. 

Every day, we’re flooded with more horror stories about the dangers of Artificial Intelligence (AI) – if the doomsayers are to be believed, large language models will be imminently responsible for robbing us of our livelihoods and replacing us in nearly every facet of society. Yet while AI-driven automation is and will continue to radically transform our lives, this fatalist narrative overlooks the plethora of incredible things AI can do to improve our quality of life, especially in regard to healthcare. 

AI voice assistants and language models aren’t just useful for googling random trivia questions. They’re becoming increasingly essential tools in diagnosis, treatment, post-op procedures, and medical administration. 

For instance, radiologists use Federated Learning, a machine learning approach that trains models across multiple decentralized devices or servers storing local data samples, to share medical imaging data without compromising patient privacy. In operating rooms across the country, surgeons are using specialized glasses, called surgical loupes, that use a combination of Augmented Reality (AR) and AI to ensure quality care. 

A report by the National Association of Medicine found that AI systems in clinical settings can drastically improve outcomes for patients and clinical teams, reduce the perennially-ballooning costs plaguing the industry, and improve societal health overall. Similarly, research conducted by the National Library of Medicine further found that advancements in cloud computing have the potential to address many of the supply and demand challenges providers face in an increasingly fraught field. 

The narrative of fear surrounding AI may be loud, but in my experience, its true power lies not in the darkness it may cast, but in the light it can bring. Just as Siri and Alexa guided me through my own darkness, AI has the potential to guide countless others through theirs. Whether it’s a surgeon relying on AI-assisted precision during a critical procedure or a patient using an AI-powered app to manage chronic illness, the technology’s potential to better health is undeniable.

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As artificial intelligence rapidly advances, experts debate level of threat to humanity

Paul Solman Paul Solman

Ryan Connelly Holmes Ryan Connelly Holmes

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• Copy URL https://www.pbs.org/newshour/show/as-artificial-intelligence-rapidly-advances-experts-debate-level-of-threat-to-humanity

The development of artificial intelligence is speeding up so quickly that it was addressed briefly at both Republican and Democratic conventions. Science fiction has long theorized about the ways in which machines might one day usurp their human overlords. As the capabilities of modern AI grow, Paul Solman looks at the existential threats some experts fear and that some see as hyperbole.

Read the Full Transcript

Notice: Transcripts are machine and human generated and lightly edited for accuracy. They may contain errors.

Geoff Bennett:

The development of artificial intelligence is speeding up so quickly that it was addressed briefly at both political conventions, including the Democratic gathering this week.

Of course, science fiction writers and movies have long theorized about the ways in which machines might one day usurp their human overlords.

As the capabilities of modern artificial intelligence grow, Paul Solman looks at the existential threats some experts fear and that some see as hyperbole.

Eliezer Yudkowsky, Founder, Machine Intelligence Research Institute:

From my perspective, there's inevitable doom at the end of this, where, if you keep on making A.I. smarter and smarter, they will kill you.

Paul Solman:

Kill you, me and everyone, predicts Eliezer Yudkowsky, tech pundit and founder back in the year 2000 of a nonprofit now called the Machine Intelligence Research Institute to explore the uses of friendly A.I.; 24 years later, do you think everybody's going to die in my lifetime, in your lifetime?

Eliezer Yudkowsky:

I would wildly guess my lifetime and even your lifetime.

Now, we have heard it before, as when the so-called Godfather of A.I., Geoffrey Hinton, warned Geoff Bennett last spring.

Geoffrey Hinton, Artificial Intelligence Pioneer:

The machines taking over is a threat for everybody. It's a threat for the Chinese and for the Americans and for the Europeans, just like a global nuclear war was.

And more than a century ago, the Czech play "R.U.R.," Rossum's Universal Robots, from which the word robot comes, dramatized the warning.

And since 1921 — that's more than 100 years ago — people have been imagining that the robots will become sentient and destroy us.

Jerry Kaplan, Author, "Generative Artificial Intelligence: What Everyone Needs to Know": That's right.

A.I. expert Stanford's Jerry Kaplan at Silicon Valley's Computer History Museum.

Jerry Kaplan:

That's created a whole mythology, which, of course, has played out in endless science fiction treatments.

Like the Terminator series.

Michael Biehn, Actor:

A new order of intelligence decided our fate in a microsecond, extermination.

Judgment Day forecast for 1997. But, hey, that's Hollywood. And look on the bright side, no rebel robots or even hoverboards or flying cars yet.

On the other hand, robots will be everywhere soon enough, as mass production drives down their cost. So will they soon turn against us?

I got news for you. There's no they there. They don't want anything. They don't need anything. We design and build these things to our own specifications. Now, that's not to say we can't build some very dangerous machines and some very dangerous tools.

Kaplan thinks what humans do with A.I. is much scarier than A.I. on its own, create super viruses, mega drones, God knows what else.

But whodunit aside, the big question still is, will A.I. bring doomsday?

A.I. Reid Hoffman avatar: I'd rate the existential threat of A.I. around a three or four out of 10.

That's the avatar of LinkedIn founder Reid Hoffman, to which we fed the question, 1 being no threat, 10 extinction. What does the real Reid Hoffman say?

Reid Hoffman, Creator, LinkedIn Corporation:

I'm going to go for two on that answer.

I'm going to tell you that your avatar said 3 to 4.

Reid Hoffman:

All right. Well, my avatar is trying to approximate something that is what kind of a bulk of educated, reasonable people would want to hear.

But, hey, even if you told me there was only a one in 10 chance of a ticking time bomb in my room, I would be out of there.

Yudkowsky started warning of rogue A.I. back in 2005. And since?

Things have gone a bit worse than hoped for. And, to be clear, the sting at the end of this is A.I. gets smarter than us, is poorly controlled, and probably humanity becomes collateral damage to its own expansion.

What's the doomsday scenario here?

It is smarter than humanity. From its perspective, it now wants to get independence of humanity. It doesn't want to be running on computers that require electricity that humans have to generate.

There are many more A.I. companies now than just OpenAI. And some of the people there are explicitly like, yes, sure like maybe it'll wipe out humanity, but I don't care about that.

And of all the world's problems, tribalism, climate change, et cetera, you think A.I. is a bigger problem?

I think climate change is unlikely to kill literally everyone, down to the last man, woman and child. At all of the top three companies, I expect the leaders would prefer not to wipe out humanity, but, as they see it, it's not up to them. They got to stay ahead of their competitors.

So what does A.I. itself think?

I asked Amica, a robot hooked up to ChatGPT. Destruction, 1 to 10? The response, a 3.

Amica, ChatGPT A.I.:

The potential for harmony and enhancement exists, but vigilance is paramount. Would you roll the dice on that?

I'm afraid we're all going to be rolling the dice on that. And I'm worried that in your answer, you're saying there's something like a 30 percent chance that A.I., artificial intelligence, will destroy humanity. Shouldn't I be scared?

Your concern is valid, Paul. The 30 percent isn't a direct prediction, but a cautious nod to the uncertainties and ethical dilemmas of handling powerful technology.

But I'm afraid that human beings may not be capable of protecting themselves from the risks of A.I.

That dread is profound. It's daunting, but not without hope. Humanity's resilience has often defied expectations.

Perhaps it's no surprise that the actual human who created ChatGPT, Sam Altman, thinks the same.

Sam Altman, CEO, OpenAI:

I believe that A.I. will be very net good, tremendously net good, but I think, like with any other tool, it'll be misused. Like, you can do great things with a hammer and you can, like, kill people with a hammer. I don't think that absolves us, or you all, or society from trying to mitigate the bad as much as we can and maximize the good.

And Reid Hoffman thinks we can maximize the good.

We have a portfolio risk. We have climate change as a possibility. We have pandemic as a possibility. We have nuclear war as a possibility. We have asteroids as a possibility. We have human world war as a possibility. We have all of these existential risks.

And you go, OK, A.I., is it also an additional existential risk? And the answer is, yes, potentially. But you look at its portfolio and say, what improves our overall portfolio? What reduces existential risk for humanity? And A.I. is one of the things that adds a lot in the positive column.

So, if you think, how do we prevent future natural or manmade pandemic, A.I. is the only way that I think can do that. And also, like, it might even help us with climate change things. So you go, OK, in the net portfolio, our existential risk may go down with A.I.

For the sake of us all, grownups, children, grandchildren, let's hope he's right.

For the "PBS News Hour" in Silicon Valley, Paul Solman.

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• 14 August 2024

Has your paper been used to train an AI model? Almost certainly

• Elizabeth Gibney

You can also search for this author in PubMed   Google Scholar

You have full access to this article via your institution.

Academic publisher Wiley has sold access to its research papers to firms developing large language models. Credit: Timon Schneider/Alamy

Academic publishers are selling access to research papers to technology firms to train artificial-intelligence (AI) models. Some researchers have reacted with dismay at such deals happening without the consultation of authors. The trend is raising questions about the use of published and sometimes copyrighted work to train the exploding number of AI chatbots in development.

Experts say that, if a research paper hasn’t yet been used to train a large language model (LLM), it probably will be soon. Researchers are exploring technical ways for authors to spot if their content being used.

AI models fed AI-generated data quickly spew nonsense

Last month, it emerged that the UK academic publisher Taylor & Francis, had signed a US$10-million deal with Microsoft, allowing the US technology company to access the publisher’s data to improve its AI systems. And in June, an investor update showed that US publisher Wiley had earned $23 million from allowing an unnamed company to train generative-AI models on its content.

Anything that is available to read online — whether in an open-access repository or not — is “pretty likely” to have been fed into an LLM already, says Lucy Lu Wang, an AI researcher at the University of Washington in Seattle. “And if a paper has already been used as training data in a model, there’s no way to remove that paper after the model has been trained,” she adds.

Massive data sets

LLMs train on huge volumes of data, frequently scraped from the Internet. They derive patterns between the often billions of snippets of language in the training data, known as tokens, that allow them to generate text with uncanny fluency.

Generative-AI models rely on absorbing patterns from these swathes of data to output text, images or computer code. Academic papers are valuable for LLM builders owing to their length and “high information density”, says Stefan Baack, who analyses AI training data sets at the Mozilla Foundation, a global non-profit organization in San Francisco, California that aims to keep the Internet open for all to access.

How does ChatGPT ‘think’? Psychology and neuroscience crack open AI large language models

Training models on a large body of scientific information also give them a much better ability to reason about scientific topics, says Wang, who co-created S2ORC, a data set based on 81.1 million academic papers. The data set was originally developed for text mining — applying analytical techniques to find patterns in data — but has since been used to train LLMs.

The trend of buying high-quality data sets is growing. This year, the Financial Times has offered its content to ChatGPT developer OpenAI in a lucrative deal, as has the online forum Reddit, to Google. And given that scientific publishers probably view the alternative as their work being scraped without an agreement, “I think there will be more of these deals to come,” says Wang.

Information secrets

Some AI developers, such as the Large-scale Artificial Intelligence Network, intentionally keep their data sets open, but many firms developing generative-AI models have kept much of their training data secret, says Baack. “We have no idea what is in there,” he says. Open-source repositories such as arXiv and the scholarly database PubMed of abstracts are thought to be “very popular” sources, he says, although paywalled journal articles probably have their free-to-read abstracts scraped by big technology firms. “They are always on the hunt for that kind of stuff,” he adds.

Proving that an LLM has used any individual paper is difficult, says Yves-Alexandre de Montjoye, a computer scientist at Imperial College London. One way is to prompt the model with an unusual sentence from a text and see whether the output matches the next words in the original. If it does, that is good evidence that the paper is in the training set. But if it doesn’t, that doesn’t mean that the paper wasn’t used — not least because developers can code the LLM to filter responses to ensure they don’t match training data too closely. “It takes a lot for this to work,” he says.

Robo-writers: the rise and risks of language-generating AI

Another method to check whether data are in a training set is known as membership inference attack. This relies on the idea that a model will be more confident about its output when it is seeing something that it has seen before. De Montjoye’s team has developed a version of this, called a copyright trap, for LLMs.

To set the trap, the team generates sentences that look plausible but are nonsense, and hides them in a body of work, for example as white text on a white background or in a field that’s displayed as zero width on a webpage. If an LLM is more ‘surprised’ — a measure known as its perplexity — by an unused control sentence than it is by the one hidden in the text, “that is statistical evidence that the traps were seen before”, he says.

Copyright questions

Even if it were possible to prove that an LLM has been trained on a certain text, it is not clear what happens next. Publishers maintain that, if developers use copyrighted text in training and have not sought a licence, that counts as infringement. But a counter legal argument says that LLMs do not copy anything — they harvest information content from training data, which gets broken up, and use their learning to generate new text.

AI is complicating plagiarism. How should scientists respond?

Litigation might help to resolve this. In an ongoing US copyright case that could be precedent-setting, The New York Times is suing Microsoft and ChatGPT’s developer OpenAI in San Francisco, California. The newspaper accuses the firms of using its journalistic content to train their models without permission.

Many academics are happy to have their work included in LLM training data — especially if the models make them more accurate. “I personally don’t mind if I have a chatbot who writes in the style of me,” says Baack. But he acknowledges that his job is not threatened by LLM outputs in the way that those of other professions, such as artists and writers, are.

Individual scientific authors currently have little power if the publisher of their paper decides to sell access to their copyrighted works. For publicly available articles, there is no established means to apportion credit or know whether a text has been used.

Some researchers, including de Montjoye, are frustrated. “We want LLMs, but we still want something that is fair, and I think we’ve not invented what this looks like yet,” he says.

Nature 632 , 715-716 (2024)

doi: https://doi.org/10.1038/d41586-024-02599-9

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Artificial Intelligence Advantages and Disadvantages Essay

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History of Artificial Intelligence

Current ai uses, future of ai, artificial intelligence opinion piece, works cited.

A defining characteristic of the last century has been the numerous significant technological advancements made. Most of these advances were facilitated by the invention of the computer, making computer science a critical discipline in modern times. One fascinating and promising branch of computer science is Artificial Intelligence (AI).

This is an interdisciplinary branch of the science that borrows from a wide range of fields including cognitive psychology, engineering, mathematics, linguistics, and philosophy. The field aims at exploring and developing ways in which computer systems can be made to act in a manner that human beings recognize as “intelligent”.

The term “artificial intelligence” was coined in 1956 following concerted interest by scientists from various backgrounds on symbolic processing and computer simulation of human behavior (Palmer 2). While AI as a discipline began in the mid-1950s, its foundations were laid earlier on by a number of prominent British scientists. The 19th century British mathematician Charles Babbage formulated the first computing engine, which served as the precursor of the modern digital computer.

The 19th century Mathematician-logician George Boole invented Boolean algebra, which was used in the operation of digital computer. Last and most important was the British logician-mathematician, Alan Turin, who proposed computer programs based upon logical operators. The proposed machines were capable of interacting and manipulating symbols that included natural language. Palmer reveals that from Turin’s idea or a universal programmable computer, the ideal of AI arose (2).

The initial goals of AI researchers were very ambitious. In the early years of the field, AI scientists sort to fully duplicate the human capacities of thought and language on the digital computer (Palmer 2). Some of the researchers involved in AI projects went so far as to claim that a complete theory of intelligence would be achieved by the late 1960s.

As it turned out, the AI programs did not achieve the momentous results promised. The initial efforts led to the successful design of programs that could prove theorems in symbolic logic. However, the projects failed to succeed in automatic language translation leading to a loss of funding to expert systems, which did not attempt to explain human intelligence but had great practical applications.

There was a regeneration of interest in AI over the 1970s and 1980s as researchers in the US and Europe engaged in expansive studies exploring intuitions about intelligence (Geffner 45). During this period, computer scientists had reduced the ambitions of AI to theories of more modest scope. The quest for certainty and truth had been abandoned for “micro-truths” that can be obtained though common sense introspection.

As opposed to the past where AI research was concentrated on understanding the nature of intelligence, greater emphasis was given to practical application (Palmer 2). The 21st century has witnessed great advances in AI with systems being developed for practical applications.

The past two decades have witnessed an increase in the number of practical AI uses. One area where AI is used with increasing frequency is speech recognition. Computer systems are programmed to understand human natural language and respond to it. Speech recognition is difficult to achieve since human speech is impeded by many factors including accents, slang words, and background noise. As such, computer systems have to have some level of intelligence in order to correctly recognize human voice.

Speech recognition programs have to be trained to understand the particular speech pattern of a user (Geffner 46). After the training, the program can be used for a wide array of practical uses. It can be used to give voice commands to smart vehicles. Smart phones also utilize speech recognition to write text messages or initialize phone calls.

AI has also been used in the creation of intelligent robots that perform a number of tasks. Typical robots, such as those ones used in vehicle assembly are not intelligent in that they are programmed to perform specific tasks in a repetitive manner. AI technology used to make a robot includes artificial neural network, knowledge based system and all possible decision making systems (Bongard 75).

As a result of this, the intelligent robots can adjust to the natural environment and learn from mistakes. These robots have been used for the exploration of unknown environment including distant planets. Using AI, the robot is able to utilize the input from its many different sensors to adapt to the conditions.

The medical field employs AI in medical diagnosis. By use of artificial neural networks, medical professionals are aided in their decision making process. In addition to this, AI helps in the interpretation of medical images and can accurately detect conditions such as tumors (Bongard 80). A knowledge based system that has captured and embedded explicitly human knowledge can be used to suggest treatment options for patients. AI reduces the risk of wrong prescriptions by a physician.

Artificial intelligence is employed in the development of accounting systems. Specifically, AI has been exploited in auditing, taxation, and decision making support. Moudud reveals that neural networks, genetic algorithms, and knowledge-based systems are being used to detect fraud and perform risk analysis (10). By going though vast amounts of data, AI systems are able to identify patterns and therefore highlight irregularities. AI systems have also been used for bankruptcy prediction. Moudud explains that intelligent techniques are used to develop models capable of predicting business failure cases (16).

Artificial intelligence is also used to access the safety of bridges. The structural integrity of bridges is important since their collapse might be disastrous. Shuster explains that by using neural network computing, engineers are able to compare the properties of cracks in beams with the stiffness and thereby compute a health index (40). By using AI, the objectivity of bridge health assessment is assured since the computer does not suffer from the bias that an inspector might have.

While AI has greatly advanced since it was first conceived in the 1950s, the field has not achieved the goal of creating machines that can solve problems independently like humans and learn and improve from each encounter (Bongard 74). However, researchers predict some significant breakthroughs in AI in the future.

Advances are being made to improve the speech recognition abilities of machines. With technological advances, intelligent machines are predicted to not only be able to recognize and communicate fluently in natural language but also detect emotions and respond to them (Bongard 76). Emotion detection and emulation will be a great advancement in AI since it closely mimics human behavior.

AI researchers are working on creating systems that not only analyze vast amounts of data and come up with “intelligent” solutions, but systems that can come up with ideas. Such systems would be able to mimic human intelligence through their perceptiveness (Geffner 45). In addition to this, there are projects aimed at creating machines that have some level of self-awareness in the same way that humans do. While these projects are still in their infancy, it is hoped that as huge technological advances are made, there will be sufficient processing power available to achieve such goals.

In terms of uses, there are many possible applications of AI in the future. Researchers are already working on intelligent power grids. These smart power grids will utilize neural networks to have electricity flowing in both directions (Geffner 50). The grid will be able to adjust electricity distribution dynamically in response to the changing demand in the various areas. The military is also exploring ways in which it can exploit AI in combat. Specifically, there are plans for introducing soldier robots that will be able to carry out fighting tasks currently undertaken by human beings. The AI fighting machines will be able to react to situations in the battlefield in the same way that humans do (Geffner 49). These machines will be able to discriminate between enemy combatants and innocent civilians. These machines will increase the efficiency of a country’s military force while reducing human casualty.

The field of AI has not advanced in the manner that its pioneers envisioned it would. Even so, Artificial Intelligence has exhibited growth and it has contributed in many of the technological advances made today. The future promises to bring even more engaging innovations in this field. Some AI researchers are hopeful that by 2050, systems that possess self awareness and are capable of producing independent thoughts will have been created. If this is achieved, Allan Turin’s vision of Artificial Intelligence will have been realized.

Artificial Intelligence is one of the fields where there exist differences in opinions about the overall benefits of the disciple to mankind. The negative views on AI stem from the supposed dangers that intelligent machines might present to man. Opponent of AI predict that as the field is advanced, self aware machines that can rise against man will be created. In the present, the opponents point out that AI is creating a condition where machines take over more jobs that could otherwise be performed by people. However, a careful look at the advances and applications of AI over the last few decades suggests that this field is making a positive contribution to human life.

Modern discoveries in remote regions including outer space have been greatly aided by AI. Using these systems, scientists have been able to discover unexplored places including the planet Mars. AI machines used for exploration are made such that they can endure hostile physical environments (Chatfield par 3). Their intelligence makes it possible for them to adapt to the real conditions in their environment and achieve the set scientific objectives.

Since there is no risk of harm to humans when using intelligent machines, scientists have been able to engage in the exploration of dangerous lands. Without AI, it would be impossible for exploration into distant or dangerous regions to be made since such activities would involve great risk to human life.

AI increases the efficiency with which work is performed. Whether intelligent machines are used independently or to assist humans, they result in added speed and accuracy of performing tasks (Moshe 5). For example, application of AI systems in the medical field can reduce unnecessary testing by predicting the impact that a medical test will have in the eventual decision making of the physician (Cismondi 345). The risk of error is also decreased since AI machines can have a knowledge base that will be utilized to highlight errors.

Intelligent machines can perform better in activities that require decision making since they are not prone to bias. Once the machine learns how to perform a task, it can be expect to keep performing consistently without error. The machine will always make the rational decision since its judgment is not clouded (Moshe 5). The lack of emotion also means that AI systems can be relied upon to think logically at all times. Objectivity is therefore ensured when AI systems are employed.

AI has contributed to the high rate of technological advances currently being enjoyed. AI machines have been used to make many computer models that have been used for various innovative purposes (Tseng 465). The high degree of accuracy and the speed with which this modeling has occurred has speeded up the making of technological and scientific discoveries. It can be expected that as more AI systems are implemented, these technological growth rate will increase thereby benefiting humankind even more.

The human civilization is enjoying many benefits because of AI. These advantages have led to increased interest in advancing the field. At the present, AI is considered to be in its infancy stage and it is expected that as the field advances, many more applications of these systems will be developed. These developments will be harnessed to benefit.

Chatfield, Tom. Artificial intelligence: The machines with alien minds. 2013.

Cismondi, Federico. “Reducing unnecessary lab testing in the ICU with artificial intelligence.” International Journal of Medical Informatics 82.5 (2013): 345-358.

Moshe, Vardi. Artificial Intelligence: Past and Future . Communications of the ACM 55.1 (2012)5-6.

Tseng, Chun. “Patent analysis for technology development of artificial intelligence: A country-level comparative study.” Innovation: Management, Policy & Practice 15.4 (2013): 463–475. Print.

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Letter to the editor, “How does artificial intelligence master urological board examinations?”

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