Sensorium, a leading Web3 metaverse development company, announced today that Jay Hao, former CEO of one of the world's largest cryptocurrency exchanges OKX, has joined the company's expert advisory board.

Jay Hao joins a select group of leaders responsible for providing strategic consulting to Sensorium on matters of importance and will support the management in achieving [Sensorium's Web3 strategy](https://sensoriumxr.com/senso). Other renowned experts on the advisory board include Yann Pissenem, CEO and founder of The Night League; Danny Gomez, Global Brand Director of Palladium Group IBIZA; Dr. Christian von Reventlow, former Director of Innovation at Deutsche Telekom Group; and Brett Yormark, CEO of Roc Nation Unified.

On joining Sensorium's expert advisory board, Jay Hao commented, "I am thrilled to be part of Sensorium's unique journey in creating decentralized, world-class services. Sensorium's vision aligns perfectly with my belief in blockchain technology and its potential to revolutionize brand-customer interactions. Sensorium has done outstanding work in identifying new solutions for creating XR content, and I am confident that with the right crypto structure, we can achieve a new level of growth."

Jay Hao brings extensive experience in blockchain to Sensorium's expert advisory board, given his most recent position as CEO of OKX, the world's second-largest cryptocurrency exchange. Under his leadership, OKX became a major player in the market. Hao's contribution helped the exchange diversify its services, add dozens of new features for users, and optimize the ecosystem to ensure a higher level of customer satisfaction. Hao also introduced innovative blockchain-based products, including the OKX Network (OKX Chain), which surpassed the 100 million wallet milestone.

Alexander Firsov, Sensorium's Director of Web3, commented on the event, "We are honored to have Jay Hao join the Sensorium team of consultants. His valuable knowledge and unique skills in the blockchain industry, coupled with his proven experience in executive roles, will be invaluable to the company as we continue to develop our Web3 strategy and expand our presence in the global market."

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Jay Hao, former CEO of one of the world's largest cryptocurrency exchanges OKX, has joined the Sensorium's expert advisory board to boost its Web3 strategy. Read more.

Former OKX CEO Jay Hao Joins Sensorium Expert Advisory Board

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We’re launching a new Meme Battle. Join our Season 7 of the competition and get a chance to win SENSO tokens.

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Matias Lapuschin

Artificial Intelligence, also referred to as AI, is no longer simply something that used to be the stuff of science fiction movies. Nowadays almost every business is using AI in some way to streamline and improve their processes. In fact artificial intelligence and machine learning influence everything from politics to the economy, with algorithms often being central to decision-making. 

As you can imagine, artificial intelligence is a very complex subject and can be hard to grapple with, particularly for beginners seeking to understand the world of machine learning and automation. It raises so many questions… will machines replace jobs only experts could once do? Will a superintelligent machine one day outsmart us all? Can AI be weaponized by global leaders to gain power and control? Luckily, the world's leading experts on AI can answer some of those questions. 

There are plenty of resources available to help you learn more about artificial intelligence and some of the best resources are books on artificial intelligence. 

Explore all there is to know about artificial intelligence, machine learning and automation, and how they’re shaping the future with 31 of the best artificial intelligence books. 



## What is Artificial Intelligence?

Artificial intelligence is the ability of computers and machines to perform tasks commonly performed by humans. In simple terms, computers are programmed to mimic human behavior by using historical data. AI has in fact been defined as machines thinking and acting humanly and rationally. Machines are able to process an enormous amount of data much faster than humans, making AI useful in situations that require quick responses such as trading stocks, credit-risk analysis and delivering real-time advertising. 

There are four types of AI: 

1. Reactive AI refers to machines that use their intelligence to simply react to stimuli instead of using historical data to inform responses. 

2. Limited Memory AI can store data and can learn from the past to gather clues about what lies ahead. 

3. Theory of Mind has not yet been achieved in the field. It would mean that machines are able to understand how humans think and feel to make decisions through self-reflection. 

4. Self Awareness is the final step of the AI puzzle in the distant future. It would mean machines develop a level of consciousness. 

Artificial intelligence exists all around us, from Siri and Alexa to self-driving cars, email spam filters and the content Netflix recommends to you during your weekend series binge. There is no escaping AI in our modern world, so getting to grips with its core concepts and aiming to understand it will equip you to harness its power in all areas of your life.  



## Best Artificial Intelligence Books for Beginners in 2022

 

### 1. Artificial Intelligence: Learning Automation Skills with Python

Best AI Books Artificial Intelligence Learning Automation Skills with Python

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This is essentially 2 books in 1: Artificial Intelligence - A Modern Approach and Artificial Intelligence - Business Applications (more on those below), which will teach you everything you need to understand about how artificial intelligence is set to shape the future and how to teach machines to think and learn. It is a great introduction to the concepts of machine learning, deep learning and the ways in which artificial intelligence can transform businesses. 

### 2. Life 3.0 Being Human in the Age of Artificial Intelligence

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The idea that machines could one day potentially replace you is an unsettling thought and one this book seeks to grapple with. If the whole concept of artificial intelligence leaves you wondering what the future looks like, ease your mind by diving into controversial topics such as the impact of AI on jobs, protecting AI systems from hackers, superintelligence, lethal intelligent weapons and how to prevent being outsmarted by rogue AI machines. 

### 3. Machine Learning for Dummies

Machine Learning for Dummies Best AI Books 

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The 'For Dummies' series is well-known for providing informative, entry-level guides to hot topics, like in this case, machine learning. Machine learning can feel like a perplexing concept but it is an essential area to understand if you want to future-proof your career. Machine learning has and will continue to be integral to jobs such as fraud detection, digital marketing, credit analysis and forecasting. If you are starting out, this book explains artificial intelligence for beginners in an easy-to-understand way. It will take you through the many ways machine learning powers much of our day to day lives already, teach you coding languages Python and R, and which coding tools you’ll need to use. 

### 4.   Artificial Intelligence Engines: A Tutorial Introduction to the Mathematics of Deep Learning


Best AI Books Artificial Intelligence Engines A Tutorial Introduction to the Mathematics of Deep Learning

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This fascinating book explores the idea that machines are eliminating the need for people to perform certain tasks because of their ability to “learn” much like the human brain. Through complex algorithms and neural programming, machines are able to be used in areas such as cancer diagnosis, speech recognition and robotics. Despite its meaty subject matter, the book has been written in an informal and often humorous manner, making it an enjoyable way for beginners to learn more about machine learning. 

### 5. Human + Machine: Reimagining Work in the Age of AI


Best AI Books Human Plus Machine Reimagining Work in the Age of AI

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With artificial intelligence and machine learning permeating almost every industry nowadays, it leaves many people anxious wondering whether they will one day be replaced by a machine. This book explores how AI can improve business processes and the ways in which humans and intelligent machines can work alongside one another to create a dynamic and flexible work environment.

### 6.  Artificial Intelligence in Healthcare
 


Best AI Books Artificial Intelligence in Healthcare

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The healthcare sector faces an enormous number of challenges from diagnosis of diseases to treatment and rehabilitation. The book takes you through the many ways artificial intelligence can be applied in healthcare settings including in drug development, diagnosis, medical devices, surgery and remote monitoring of patients. There are a number of case studies included which provide real-world context for readers. 

### 7. Artificial Intelligence: A Guide for Thinking Humans


Best AI Books Artificial Intelligence: A Guide for Thinking Humans

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This book answers all your burning questions about artificial intelligence and deep learning, like what happens if they fail, just how human-like machines can really be and whether they ever could truly surpass us. The author, a leading computer scientist, explores prevailing methods of artificial intelligence, achievements in the field and just how far it is expected to go, giving insight into its impact on the future of our world in an informative manner, peppered with humor and personal observation. 

### 8. Artificial Intelligence – A Modern Approach (3rd Edition)


Best AI Movies Artificial Intelligence A Modern Approach

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This AI book explores artificial intelligence, deep learning, machine learning, robotics and programming in great depth, making this a great choice if you want a detailed explanation of this complex field (for example, students or professionals looking to upskill). This book on artificial intelligence is often used by students studying AI and is considered one of the best AI books. In fact, two of the contributing authors now run a popular free online course in artificial intelligence through Stanford University’s computer science department. For all these reasons, this title can qualify as one of the best artificial books out there.

### 9. Python: Advanced Guide to Artificial Intelligence

Best AI Movies Python Advanced Guide to Artificial Intelligence

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Have you ever wanted to learn some of the most widely used machine learning algorithms? This book will teach you just that by demonstrating how to extract data and use Tensorflow - an open-source software library - to solve artificial intelligence problems in the real world. It is essential you have a sound understanding of artificial intelligence and Python before diving into this book.

### 10. The Society of Mind



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There’s no denying that the mind is incredibly complex and the author, Marvin Minsky, attempts to provide greater insight into exactly how the mind works. He used the concept of seeing the mind as a society of little parts that make up the whole to explain his theory in an amusing and easy to read fashion. By understanding how the human mind works, this information can be extrapolated to programme machines to emulate human characteristics. 

### 11. The Singularity Is Near


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As technology advances at a rapid rate, many worry that one day machines will be more intelligent than humans and replace them in the workplace. This book takes that a step further by exploring the idea that machines and humans may become one. The singularity refers to the controversy surrounding super intelligence and its ramifications for humanity. If the future of AI both fascinates and frightens you, this is an excellent book on artificial intelligence to read. 

### 12.  Human Compatible – Artificial Intelligence and the Problem of Control




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It's been the subject of apocalyptic movies time and again, man versus machine. As AI potentially threatens job security, human relationships and society as a whole, the question of whether man will one day have to face off against machines comes to mind. The book delves into the idea that if AI continues in its current trajectory, we will have created machines that are vastly more intelligent than we can ever hope to be, which poses a threat to humanity. The author suggests ways in which this can be prevented and the many ways we can avoid misusing AI in ways that are detrimental to humanity. 

### 13.  Artificial Intelligence: An Essential Beginner’s Guide to AI, Machine Learning, Robotics, The Internet of Things, Neural Networks, Deep Learning, Reinforcement Learning, and Our Future


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Does the concept of AI leave you with more questions than answers? Then this is a great resource for you to get a glimpse on the potential impact of artificial intelligence on society through insightful explorations of topics such as its impact on natural language processing, cars, data collection, jobs, privacy, religion and so much more.

### 14.  Machine Learning – The New AI


Best AI Books Machine Learning  The New AI

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Whether you’re wanting to know more about the evolution of machine learning or how it is being used in our everyday lives without us even realizing, this book gives a to-the-point run down on machine learning. It also touches on the important areas of data privacy, security and the ethical implications thereof. You don’t need a computer science qualification or coding background to understand the concepts covered in the book, it is suitable for anyone wanting a better general understanding of machine learning.

### 15. Applied Analytics through Case Studies Using SAS and R: Implementing Predictive Models and Machine Learning Techniques


Best AI Books Applied Analytics through Case Studies Using SAS and R

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This book examines common business challenges and teaches readers to use an analytical approach in solving them through predictive modeling and machine learning. It is geared towards experienced coders, developers, researchers and data scientists who want to learn how to use data to implement machine learning techniques. 

### 16. Superintelligence: Paths, Dangers, Strategies


Best AI Books Superintelligence Paths, Dangers, Strategies

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There is much that remains unknown when it comes to the future of artificial intelligence, some of which this book hopes to answer. It examines how humanity and intelligent machines will coexist and the fine line between continuing to progress in the field without superintelligent machines being so powerful they’re beyond our control. The book is recommended by the likes of Elon Musk and Bill Gates for anyone with reservations about AI or hoping to gain insight into where AI might take us next.

### 17. Basics of Artificial Intelligence & Machine Learning

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As far as artificial intelligence for beginners goes, this book provides a great basic foundation for those trying to better understand artificial intelligence and machine learning. It references the ways in which artificial intelligence shapes our thoughts and actions, both consciously and subconsciously, and how it influences many aspects of everyday life. 

### 18. T-Minus AI: Humanity’s Countdown to Artificial Intelligence and the New Pursuit of Global Power


Best AI Books T-Minus AI Humanity’s Countdown to Artificial Intelligence

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What would happen if the world’s superpowers used AI as a means of control by using it as a weapon? It is a real reality, and danger, that this book doesn’t shy away from exploring. The author, an expert in artificial intelligence, dismantles some common misunderstandings surrounding artificial intelligence and focuses on the most important information we should know. 

### 19.  The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind


Best AI Books The Emotion Machine Commonsense Thinking Mind

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Open your mind up to a divergent theory surrounding how we think and what drives our thoughts. The author argues that emotions and feelings are merely ways of thinking as opposed to separate entities. If this is the case, thoughts can be understood through a step-by-step process, enabling us to programme machines to think like humans…aka, artificial intelligence. 

### 20.  Artificial Intelligence By Example

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Ever wondered how artificial intelligence actually applies to real life situations? This is one of the most informative books on artificial intelligence for beginners hoping to gain a deeper understanding of machine learning through the use of case studies, equipping you to solve real world problems with AI. One of the fascinating topics covered includes programming chatbots to exhibit emotional traits using deep learning neural networks.

### 21.  Python: Beginner’s Guide to Artificial Intelligence

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This is one of the best artificial intelligence books for practical applications of AI, machine learning and deep learning. You will be presented with a number of common machine learning and deep learning algorithms and you will learn how to be able to apply these to real-world problems. By the end of the book you will be able to create AI solutions for industry challenges and make meaningful contributions to the exciting world of AI. 

### 22.  Applied Artificial Intelligence: A Handbook for Business Leaders


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For business leaders who appreciate that understanding artificial intelligence is an essential part of future-proofing businesses, this book on artificial intelligence is a great resource. The book explores the many ways businesses can use machine learning to inform business decisions and improve output in a practical way that is easy to apply. You won’t find any morbid generalizations on the future of humanity or confusing Tensorflow code here. Instead, you will be led through the steps to take to lead successful AI initiatives in your organization.

### 23.  Machine Learning for Beginners


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This book is geared towards total novices by exploring the history of artificial intelligence and giving detailed explanations of concepts like neural networks, deep learning, practical speech recognition and artificial intelligence. It uses easy to understand examples to underpin these complex concepts along with real world examples of the many ways in which artificial intelligence is already improving and shaping our lives. 

### 24.  Architects of Intelligence: The truth about AI from the people building it



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Find the answers to all your questions about artificial intelligence in this book, presented as a series of detailed interviews with some of AI’s brightest minds. If you’ve ever wondered how artificial intelligence will impact the job market and economy, what innovations can be expected in the years to come and whether machines will ever be able to outsmart human intelligence, you’ll find the answers you’re looking for in the book. 

### 25.  Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp


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This is one of the first artificial intelligence books to teach advanced Common Lisp, a superior programming language, for developers looking to apply it to the development of AI systems. There are useful sections on debugging and troubleshooting to mitigate potential performance issues common in large scale AI projects. This AI book is suitable for students and professional programmers looking to build AI systems using Common Lisp. 

### 26.  Advances in Financial Machine Learning



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Intelligent machines have begun to replace many tasks only experts could once carry out and one industry not immune to the changes artificial intelligence is bringing to workplaces is the finance industry. AI has the ability to revolutionize the industry to transform the way people perceive money and investing. The book explores machine intelligence and ways in which AI can solve problems faced by every finance practitioner through smart, innovative solutions such as automation, risk analysis and trading stocks or cryptocurrency. This is one of very few ai books geared towards finance professionals needing the tools to succeed in the modern financial landscape. 

### 27. The Hundred-Page Machine Learning Book


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If you need to understand the ins and outs of machine learning fast, this is one of the very few books on artificial intelligence that have condensed a complex subject into 100 pages of digestible information. It serves as a great introduction to machine learning and outlines the key areas of artificial intelligence for beginners. 

### 28. Artificial Intelligence Basics: A Non-Technical Introduction


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Sometimes your goal with exploring artificial intelligence is not to apply it but to simply understand its impact on our world. This book explores key concepts such as deep learning, machine learning and robotic through simple ideas and an easy-to-understand way for beginners. It also delves into the many facets of life influenced by artificial intelligence, which includes the environment, politics, business and the economy. 

### 29. A First Course in Artificial Intelligence


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This book primarily focuses on the intelligence component of AI while briefly touching on more complex topics such as machine learning, deep learning, gaming and problem solving. The author uses simple examples to illustrate these concepts with recommendations for further reading for those wanting to dig a little deeper while also having an up to date introduction to AI.

### 30. Fundamentals of Machine Learning for Predictive Data Analytics – Algorithms, Worked Examples and Case Studies (The MIT Press)




Best AI Books Fundamentals of Machine Learning

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This textbook is geared towards computer science students and offers a comprehensive introduction to computer vision, machine learning and predictive analytics with both theoretical and practical applications. Learn about the four approaches to machine learning reinforced through worked examples and case studies. 


## Bottom Line

Each of these books on artificial intelligence serve as great starting points for people seeking to understand more about this fascinating topic. From business leaders hoping to harness the power of artificial intelligence to transform their businesses, lay people wanting to gain a better understanding of the impact and potential dangers of AI technology to programmers seeking to upskill, there is a suitable resource for you in our comprehensive list of AI books above.  

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AI might sound like a hard topic, but luckily there’s plenty of literature to get you started. Here are the best artificial intelligence books, for newbies and techies alike.

Best Artificial Intelligence Books: 30 Titles To Read Right Now

Best Artificial Intelligence Books

Rachel Breia

Artificial intelligence has been a recurring theme of the silver screen since its earliest days, captivating (and frequently, horrifying) audiences with the prospect of sentient robots capable of equaling mankind’s unique traits like consciousness and ability to feel emotions. Over the decades, potential technological advancements were imagined in a myriad of ways. But more than that, sci-fi movies have also asked questions related to the moral, ethical and societal consequences of the use of technology like AI. In this article, we will be listing the 23 Best artificial intelligence movies that you can watch in 2022. So, in no particular order, let's dive in:


Best AI Movies The Matrix .jpg

It’s been over two decades since audiences were invited to take the red pill and question everything they knew about reality with the Matrix. This cyberpunk masterpiece is set in a not-too-distant future where a robotic AI system has enslaved human beings who are, however, unaware they’re trapped inside a simulated reality. Computer programmer/ hacker “Neo '' stumbles upon the truth and joins a rebellion together with others who had been freed against the Matrix, setting off an epic showdown between humans and dark-suited, sunglasses-sporting ‘Agents’, who’re in autonomous software programs. It’s hard to capture the full extent of the movie’s visionary concept. And what is the Matrix after all you may ask? Well, to quote directly from the movie, “You can’t be told what the matrix is, you have to see it for yourself”. The Matrix series remains a must-watch even after all these years. 

**Synopsis:** Have you ever had a dream that you were so sure was real? What if you couldn't awaken? How would you know the difference between dream and reality? When a beautiful stranger (Carrie Ann Moss) leads computer hacker Neo (Keanu Reeves) to a forbidding underworld, he discovers the shocking truth- the life he knows is the elaborate deception of an evil cyber-intelligence. Neo joins legendary and dangerous rebel warrior Morpheus (Lawrence Fishburne) in the battle to destroy the illusion enslaving humanity.

**Directors:** Lana Wachowski and Lilly Wachowski
**Top cast:** Keanu Reeves, Laurence Fishburne, Carrie-Anne Moss, Hugo Weaving, Joe Pantoliano.
**Critic's rating:** 80% Rotten Tomatoes, 8.7/10 IMDb


Best AI Movies Ex Machina.jpg

With the debate over artificial intelligence and whether the technology will ever become fully conscious as the starting point, Ex Machina follows a young coder as he gets to spend a week at his reclusive boss’s remote mansion, testing his latest creation - an AI robot. The task is to determine whether the humanoid, Ava, is capable of demonstrating humanlike intelligence. However, not everything is as it seems, as the humans behind this tech project come to find out, with some fatal results. This brilliant AI movie has also won an Oscar for Best Visual Effects. 

**Synopsis:** Caleb Smith (Domhnall Gleeson) , a programmer at a huge Internet company, wins a contest that enables him to spend a week at the private estate of Nathan Bateman (Oscar Isaac), his firm's brilliant CEO. When he arrives, Caleb learns that he has been chosen to be the human component in a Turing test to determine the capabilities and consciousness of Ava (Alicia Vikander), a beautiful robot. However, it soon becomes evident that Ava is far more self-aware and deceptive than either man imagined.

**Director:** Alex Garland
**Top cast:** Alicia Vikander, Oscar Isaac, Domhnall Gleeson, Sonoya Mizuno.
**Critic's rating:** 92% Rotten Tomatoes, 7.1/10 IMDb


Best AI Movies Blade Runner.jpg

When it comes to the best sci-fi films, it's hard to top Blade Runner. Based on author Philip K. Dick’s 1968 novel ‘Do Androids Dream of Electric Sheep?’, Blade Runner is the quintessential cyberpunk classic that plunges viewers into a dystopian universe from which is hard to escape untouched. Set in a neon-lit 2019 LA, the movie pits bioengineered humanoids (human replicants developed without the capacity to have emotions) against real humans. After six Replicants escape to earth in a bid to locate their creator and extend their limited life span of four years, a Blade Runner, played by Harrison Ford, is tasked with finding and shooting these humanoids.

**Synopsis:** “Blade Runner” Deckard (Harrison Ford) is forced by the police Boss (M. Emmet Walsh) to continue his old job as Replicant Hunter. His assignment: eliminate four escaped Replicants from the colonies who have returned to Earth. Before starting the job, Deckard goes to the Tyrell Corporation and he meets Rachel (Sean Young), a Replicant girl he falls in love with.

**Director:** Stanley Kubrick
**Top cast:** Harrison Ford, Rutger Hauer, Sean Young, Edward James.
**Critic's rating:** 89% Rotten Tomatoes, 7.7/10 IMDb


Best AI Movies 2001 A Space Odyssey.jpg

Visionary director Stanley Kubrick set out to explore the idea of human coexistence with sentient computers in outer space in this futuristic epic that will have you thinking of red lights in... shall we say... a very different way. We won’t unveil much as to the why, but the cult classic delves deep into the reliance of humans on technology - and what happens when intelligent robots simply decide to rebel and take over. It’s a pretty chilling thought, especially when this dark apocalyptic thriller gets to the now infamous "I'm sorry Dave, I'm afraid I can't do that.”

**Synopsis:** An imposing black structure provides a connection between the past and the future in this enigmatic adaptation of a short story by revered author Arthur C. Clarke. When Dr. Dave Bowman (Keir Dullea) and other astronauts are sent on a mysterious mission, their ship's computer intelligent system, HAL, begins to display increasingly strange behavior, leading up to a tense showdown between man and machine that results in a mind-bending trek through space and time.

**Director:** Stanley Kubrick
**Top cast:** Keir Dullea, Gary Lockwood, William Sylvester, Douglas Rain.
**Critic's rating:** 92% Rotten Tomatoes, 8.3/10 IMDb


A.I. Artificial Intelligence Movie Poster

Best AI Movies A.I. Artificial Intelligence.jpg

Stanley Kubrick had long planned to adapt author Brian Aldiss’s sci-fi short story Super-Toys Last All Summer Long into a movie before his death in 1999. Afterwards, Steven Spielberg inherited the rights to the tale, intending to follow through on Kubrick's original vision. The unrealized project became A.I. Artificial Intelligence, a film about David, a young cybertronic humanoid designed to help a couple overcome the absence of their ailing son. As a first of the kind, David is capable of having human emotions and the plot centers around his attempts to discover his true nature - and the secret behind his identity. Viewers are led to question the deeper issues behind using AI to create human-like systems and the collectible responsibility it should bring with it.

**Synopsis:** A robotic boy, the first programmed to love, David (Haley Joel Osment) is adopted as a test case by a Cybertronics employee (Sam Robards) and his wife (Frances O'Connor). Though he gradually becomes their child, a series of unexpected circumstances make this life impossible for David. Without final acceptance by humans or machines, David embarks on a journey to discover where he truly belongs, uncovering a world in which the line between robot and machine is both vast and profoundly thin.

**Director:** Steven Spielberg
**Top cast:** Haley Joel Osment, Jude Law, Frances O'Connor, Brendan Gleeson, William Hurt.
**Critic's rating:** 75% Rotten Tomatoes, 7.2/10 IMDb


Best AI Movies Minority Report.jpg

Making a comeback, just a year after the release of A.I. Artificial Intelligence, Steven Spielberg delved once more into AI technology with Minority Report. Starring Tom Cruise as Precrime police officer John Anderton, this neo-noir movie is set primarily in Washington, D.C. and Northern Virginia in a distant future, where PreCrime cops are able to arrest criminals based on foreknowledge provided by three psychics known as 'precogs’. The dilemma arises when Anderton is accused of a future crime and has to run from his own unit while trying to prove his innocence.

Minority Report turned out to be predictive of modern computer science, foretelling technologies that have since become commonplace, including personalized ads, voice automation and gesture controlled computers. Even predictive policing, arguably Minority Report’s biggest theme, has become a reality nowadays. PredPol, an AI-based tool, has been deployed in approximately 40 agencies across the United States since 2012 to predict and prevent future crime.

**Synopsis:** Based on a story by famed science fiction writer Philip K. Dick, "Minority Report" is an action-detective thriller set in Washington D.C. in 2054, where police utilize a psychic technology to arrest and convict murderers before they commit their crime. Tom Cruise plays the head of this Precrime unit and is himself accused of the future murder of a man he hasn't even met.

**Director:** Steven Spielberg
**Top cast:** Tom Cruise, Colin Farrell, Samantha Morton, Max von Sydow.
**Critic's rating:** 90% Rotten Tomatoes, 7.7/10 IMDb


Best AI Movies The Terminator.jpg

This Arnie action-packed movie has become one of the most popular sci-fi movies ever made - and it may be the reason why so many of us are distrustful of artificial intelligence technology. In it, Arnold Schwarzenegger plays a cyborg assassin sent back in time from 2029 to 1984 by Skynet, a sentient computer, in order to kill the woman that would one day give birth to the man responsible for saving humanity against a robot threat. James Cameron’s dystopian machine dominance film explores the topic of AI consciousness, superintelligence and tech ethics.

**Synopsis:** Disguised as a human, a cyborg assassin known as a Terminator (Arnold Schwarzenegger) travels from 2029 to 1984 to kill Sarah Connor (Linda Hamilton). Sent to protect Sarah is Kyle Reese (Michael Biehn), who divulges the coming of Skynet, an artificial intelligence system that will spark a nuclear holocaust. Sarah is targeted because Skynet knows that her unborn son will lead the fight against them. With the virtually unstoppable Terminator in hot pursuit, she and Kyle attempt to escape.

**Director:** James Cameron
**Top cast:** Arnold Schwarzenegger, Linda Hamilton and Michael Biehn.
**Critic's rating:** 100% Rotten Tomatoes, 8.1/10 IMDb


Best AI Movies Robocop.jpg

Fascination with all things ‘cyberpunk’ reached fever pitch in the 80’s, not just with cult classics like Blade Runner (1982) and The Terminator (1984), but also greatly thanks to Paul Verhoeven’s human/machine action-packed revenge thriller - Robocop. The backdrop of this sci-fi movie is dystopian, crime-ridden Detroit where a police officer named Alex J. Murphy is recreated by a shady megacorporation - Omni Consumer Products - as a cyborg known as RoboCop after being murdered by a vicious criminal gang. The part-man, part-machine super-cop is then tasked with cleaning up the city’s streets, while struggling to understand some of his repressed (human) memories as they resurface. RoboCop is said to be the movie that first raised the issue of AI Ethics, laying out some of the potential dangers of misusing the technology. Despite being over three decades old, RoboCop remains one of the top artificial intelligence films ever made. 

**Synopsis:** In a dystopic, gang-ridden Detroit in near-collapse. In an effort to stamp out crime, the forces in power reconstruct the body of a policeman, killed on duty, within a steel shell and call it RoboCop. Plagued by memories of his death, he hunts down the supervillian responsible for it.

**Director:** Paul Verhoeven
**Top cast:** Peter Weller, Nancy Allen, Dan O'Herlihy, Ronny Cox, Kurtwood Smith.
**Critic's Rating:** 90% Rotten Tomatoes, 7.6/10 IMDb


Best AI Movies I am Your Man.jpg

This German romantic dramedy explores the growing bond between a skeptical scientist, Alma, and an artificial intelligence humanoid, who she is temporarily hosting as part of an experiment for a study. The robot, Tom, was designed specifically to recreate Alma’s idea of a perfect partner, being perfectly tailored to meet her deepest romantic expectations and needs. However, living with this almost pathologically perfect robot companion doesn’t turn out to be quite as expected, as deeper questions of existentialism and the interconnection between human life, love and technology seep through the relationship. More than a rom-com, I Am You Man is a thought-provoking take on the complexity of AI and the man-machine co-existence.

**Synopsis:** Alma is a scientist at the famous Pergamon Museum in Berlin. In order to obtain research funds for her work, she is persuaded to participate in an extraordinary study. For three weeks, she has to live with a humanoid robot tailored to her character and needs, whose artificial intelligence is designed to be the perfect life partner for her. Alma meets Tom, a machine in human form in a class of its own, created solely to make her happy. A comic-tragic tale about the questions of love, longing and what makes a human being human.

**Director:** Maria Schrader
**Top cast:** Maren Eggert, Dan Stevens, Sandra Hüller, Hans Löw, Annika Meier, Jürgen Tarrach.
**Critic's rating:** 96% Rotten Tomatoes, 7.1/10 IMDb


Best AI Movies WALL-E.jpg

Pixar’s CGI feature film follows the story of a lonely robot as he goes on his mission to clean up Earth from all the trash left behind by mankind, making the world inhabitable. Wall-E, turns out, is the only functional robot among the many other trash collectors tasked with rehabilitating planet earth. His life takes a turn when it comes across another robot named EVE, sent to oversee the cleaning progress. Unlike other movies on this list, WALL-E doesn’t involve any human-machine interaction, but it explores what would robots interact with each other if they had human-like intelligence. It’s a refreshing take on AI and technology, that is also sure to warm your heart a little bit.

**Synopsis:** WALL-E, short for Waste Allocation Load Lifter Earth-class, is the last robot left on Earth. He spends his days tidying up the planet, one piece of garbage at a time. But during 700 years, WALL-E has developed a personality, and he's more than a little lonely. Then he spots EVE (Elissa Knight), a sleek and shapely probe sent back to Earth on a scanning mission. Smitten WALL-E embarks on his greatest adventure yet when he follows EVE across the galaxy.

**Director:** Andrew Stanton
**Rating:** 95% Rotten Tomatoes, 8.4/10 IMDb


Best AI Movies The Social Dilemma.jpg

A deeply unsettling look at social networks and the power they yield over our lives today. As recounted by tech whistle-blowers who helped develop the world's top social media platforms, The Social Dilemma exposes the inner workings of tech to nurture an addiction and exploit mental health to maximize profits. It also examines how tech giants leverage AI algorithms and data analysis to manipulate user’s worldviews and how it led to a pandemic of misinformation and conspiracy theories. More tellingly, this docu-drama lays bare the dangers of social media and the impact it has had on the world.

**Synopsis:** Set in the dark underbelly of Silicon Valley, The Social Dilemma fuses investigative documentary with enlightening narrative drama. Expert testimony from tech whistle-blowers exposes our disturbing predicament: the services Big Tech provides-search engines, networks, instant information, etc.-are merely the candy that lures us to bite. Once we're hooked and coming back for more, the real commodity they sell is their prowess to influence and manipulate us.

**Director:** Jeff Orlowski
**Top cast:** Tristan Harris, Jeff Seibert, Bailey Richardson.
**Critic's rating:** 85% Rotten Tomatoes, 7.6/10 IMDb


Best AI Movies Her.jpg

Joaquin Phoenix stars in this futuristic romcom as a lone writer who strikes an unlikely relationship with his AI virtual assistant named Samantha, voiced by Scarlett Johansson. The intelligent, Alexa-like operating system has the ability of learning from their interactions and soon a romance blossoms between the pair, posing the question of whether technology can ever replace human relationships.

**Synopsis:** Set in Los Angeles, in the near future, Her follows Theodore Twombly (Joaquin Phoenix), a complex, soulful man who makes his living writing touching, personal letters for other people. Heartbroken after the end of a long relationship, he becomes intrigued with a new, advanced operating system, which promises to be an intuitive and unique entity in its own right Upon initiating it, he is delighted to meet “Samantha,” a bright, female voice (Scarlett Johansson) who is insightful, sensitive and surprisingly funny. As her needs and desires grow, in tandem with his own, their friendship deepens into an eventual love for each other.

**Director:** Spike Jonze
**Top cast:** Joaquin Phoenix, Amy Adams, Scarlett Johansson, Rooney Mara.
**Critic's rating:** 94% Rotten Tomatoes, 8/10 IMDb


Best AI Movies I Robot.jpg

Based on the works of acclaimed science fiction writer Isaac Asimov, I Robot sees Will Smith starring in this neo-noir dystopian as a detective who hates robots and suspects a servant droid has gone rogue by killing its own owner. The movie is set in 2035, when human-like robots serve humans and follows a full robot uprising against humans, breaking the Three Laws of Robotics - that robots shall not harm a humans, shall obey any instruction given to it by a human and that robots shall avoid actions or situations that could cause it to come to harm itself.

**Synopsis:** In 2035, highly intelligent robots fill public service positions throughout the world, operating under three rules to keep humans safe. Despite his dark history with robotics, Detective Del Spooner (Will Smith) investigates the alleged suicide of U.S. Robotics founder Alfred Lanning (James Cromwell) and believes that a human-like robot (Alan Tudyk) murdered him. With the help of a robot expert (Bridget Moynahan), Spooner discovers a conspiracy that may enslave the human race.

**Director:** Alex Proyas
**Top cast:** Will Smith, Bridget Moynahan, Bruce Greenwood.
**Critic's rating:** 56% Rotten Tomatoes, 6.8/10 IMDb


Best AI Movies Chappie.jpg

Directed by Neill Blomkam whose previous work include sci-fi blockbusters "District 9" and "Elysium,” Chappie is set in a future where robots have replaced the police force. One of these humanoid law enforcers, Chappie, ends up being captured and reprogrammed by a group of criminals, evolving to the next level of artificial intelligence and becoming fully sentient. The movie explores the topics of humanity and artificial intelligence in the midst of corruption and opposing interests.

**Synopsis:** In the near future, a mechanized police force patrols the streets and deals with lawbreakers -- but now, the people are fighting back. When one police droid is stolen and given new programming, he acquires the ability to feel and think for himself. While the robot, dubbed "Chappie (Sharlto Copley)," puzzles out human behavior, the authorities begin to see him as a danger to mankind and order; they will stop at nothing to ensure that Chappie is the last of his kind.

**Director:** Neill Blomkam
**Top cast:** Sharlto Copley, Hugh Jackman, Sigourney Weaver.
**Critic's rating:** 32% Rotten Tomatoes, 7.1/10 IMDb


Best AI Movies Resident Evil.jpg

Artificial intelligence vs humans comes to a head in Resident Evil, a zombie apocalypse thriller where a state-of-the-art AI system - the Red Queen - is tasked with containing a virus outbreak, which means also striking the only group survivors of the disaster. This heart-racing film is part horror, part sci-fi but it’s also a cautionary tale about AI taken to the extreme, i.e. when it becomes fully aware.

**Synopsis:** When a deadly virus escapes within a secret underground facility called the Hive, a team of commandos are sent in to reestablish order and to retrieve the important lab work. However, they find that the virus has reanimated the corpses of all the lab personnel. Now, the commandos will find themselves in the fight of their lives to not only defeat the zombie horde, but to get back to the surface before the lab is sealed forever.

**Director:** Paul W. S. Anderson
**Top cast:** Milla Jovovich, Michelle Rodriguez, Eric Mabius, James Purefoy.
**Critic's rating:** 36% Rotten Tomatoes, 6.6 /10 IMDb


Best AI Movies Tron Legacy.jpg

A sequel to the 1982 cult classic Tron, Legacy takes the main characters into a virtual reality world known as “the Grid” where they will fight off against a malevolent AI algorithm to prevent it from taking over the real world. While the protagonists are in truth the product of a computer program, they’re moved by the decision to become real and live in the real, human world. Tron looks at the motivations behind the creation and aftermath of artificial life.

**Synopsis:** When talented computer engineer Kevin Flynn (Jeff Bridges) finds out that Ed Dillinger (David Warner), an executive at his company, has been stealing his work, he tries to hack into the system. However, Flynn is transported into the digital world, where he has to face off against Dillinger's computerized likeness, Sark, and the imposing Master Control Program. Aided by Tron (Bruce Boxleitner) and Yori (Cindy Morgan), Flynn becomes a freedom fighter for the oppressed programs of the grid.

**Director:** Joseph Kosinski
**Top cast:** Jeff Bridges, Garrett Hedlund, Olivia Wilde, Bruce Boxleitner.
**Critic's rating:** 71% Rotten Tomatoes, 6.8 /10 IMDb


Best AI Movies The Iron Giant.jpg

This Disney animated science fiction film centers around a young boy who befriends an innocent alien that resembles a gigantic robot. A paranoid governmental agent, however, desires to obliterate the alien, fearing he’s a foreign threat. That’s because the extraterrestrial's presence had unleashed a wave of Cold War paranoia that threatens the boy’s town so he and his 50-foot friend can stop it.

**Synopsis:** Iron Giant is an animation classic and an adaptation of Ted Hughes’ Cold War fable. A giant alien robot (Vin Diesel) crash-lands near the small town of Rockwell, Maine, in 1957. Exploring the area, a local 9-year-old boy, Hogarth, discovers the robot, and soon forms an unlikely friendship with him. When a paranoid government agent, Kent Mansley, becomes determined to destroy the robot, Hogarth and beatnik Dean McCoppin (Harry Connick Jr.) must do what they can to save the misunderstood machine.

**Director:** Brad Bird
**Top cast:** Eli Marienthal, Harry Connick Jr., Jennifer Aniston.
**Critic's rating:** 96% Rotten Tomatoes, 8.1 /10 IMDb


## Hitchhiker’s Guide to the Galaxy (2005)

Hitchhikers Guide to the Galaxy Movie Poster

Best AI Movies Hitchhikers Guide to the Galaxy .jpg

Based on Douglas Adams' much-loved novel by the same name, Hitchhiker’s Guide to the Galaxy starts by posing the question ‘what would you do if you woke up one morning and discovered the world was about to be destroyed by aliens’? That’s how a long adventure starts for Arthur Dent as he heads into outer space with a group of misfit alien/ robot friends.

**Synopsis:** Arthur Dent (Martin Freeman) is trying to prevent his house from being bulldozed when his friend Ford Prefect (Mos Def) whisks him into outer space. It turns out Ford is an alien who has just saved Arthur from Earth's total annihilation. Ford introduces Arthur to his myriad friends, including many-headed President Zaphod Beeblebrox (Sam Rockwell) and sexy refugee Trillian (Zooey Deschanel). Arthur makes his way across the stars while seeking the meaning of life, or something close to it.

**Director:** Garth Jennings
**Top cast:** Martin Freeman, Yasiin Bey, Sam Rockwell. 
**Critic's rating:** 60% Rotten Tomatoes, 6.7 /10 IMDb


Best AI Movies Metropolis.jpg

A German masterpiece, Metropolis features the earliest mentions of robotics and artificial intelligence, putting the film industry on a path to explore the sci-fi genre. Set in an urban dystopia where technology - in the form of artificial intelligence robots - rules over the lives of its inhabitants. This utopia exists on top of a bleak underground world of mistreated workers, controlled by a clone with an evil scientist as its master. When the wealthy son of the city’s ruler stumbles upon this grim scene, he sets off on a quest to help the workers, putting him at odds with his oppressive father.

**Synopsis:** In a futuristic city sharply divided between the working class and the city planners, the son of the city's mastermind falls in love with a working class prophet who predicts the coming of a savior to mediate their differences.

**Director:** Fritz Lang
**Top Cast:** Gustav Fröhlich, Brigitte Helm, Alfred Abel and Rudolf Klein-Rogg.
**Critic's rating:** 97% Rotten Tomatoes, 8.3 /10 IMDb


The Day the Earth Stood Still Movie Poster

Best AI Movies The Day the Earth Stood Still.jpg

The first known alien visitor to Earth, Klaatu, comes in peace but against the backdrop of the Cold War, his message isn't entirely understood. Accompanied by his silver robot friend, Gort, he tried to spread a warning: humans must live peacefully or be destroyed as a danger to other planets. Much like other movies and books at the time, The Day the Earth Stood Still explored the issue of war and peace at a time when the fear of the ‘other’ was reaching dramatic heights.

**Synopsis:** When a UFO lands in Washington, D.C., bearing a message for Earth's leaders, all of humanity stands still. Klaatu (Michael Rennie) has come on behalf of alien life who have been watching Cold War-era nuclear proliferation on Earth. But it is Klaatu's soft-spoken robot Gort that presents a more immediate threat to onlookers. A single mother (Patricia Neal) and her son teach the world about peace and tolerance in this moral fable, ousting the tanks and soldiers that greet the alien's arrival.

**Director:** Robert Wise
**Top Cast:** Michael Rennie, Patricia Neal, Hugh Marlowe, Sam Jaffe.
**Critic's rating:** 95% Rotten Tomatoes, 7.8 /10 IMDb


Best AI Movies Silent Running.jpg

In the not very distant future, planet earth has become inhabited and sterile, with no life left. Instead, interplanetary greenhouses, inside which the surviving plants and small animals of Earth grow, travel through space. An astronaut responsible for overusing the greenhouses is ordered to kill the flora in it, but refuses and joins forces with three robots. Besides the technological/ sci-theme, Silent Running is also memorable for being one of the earliest movies dedicated to environmental concerns.

**Synopsis:** After the end of all botanical life on Earth, ecologist Freeman Lowell (Bruce Dern) maintains a greenhouse on a space station in order to preserve various plants for future generations. Assisted by three robots and a small human crew, Lowell rebels when he is ordered to destroy the greenhouse in favor of carrying cargo, a decision that puts him at odds with everyone but his mechanical companions. Lowell and his robots are forced to do anything necessary to keep their invaluable greenery alive.

**Director:** Douglas Trumbull
**Top Cast:** Bruce Dern, Cliff Potts, Ron Rifkin, Jesse Vint. 
**Critic's rating:** 71% Rotten Tomatoes, 6.6 /10 IMDb


Best AI Movies Moon 2009.jpg

Moon pays homage to sci-fi classics like Silent Running (1972), Solaris (1972), and Alien (1979), putting a lone moon base employee at the center of the plot. As Sam Bell approaches the end of his contract, he suffers a series of accidents. Having an AI system, Gerty, as his only companion he embarks on a journey which leads him to a clone conspiracy and a fight against his employers Unlike other movies of the same genre, Moon places less focus on technology paranoia and more on corporate paranoia, offering a more optimistic take on the use of AI technology.

**Synopsis:** Astronaut Sam Bell's (Sam Rockwell) three-year shift at a lunar mine is finally coming to an end, and he's looking forward to his reunion with his wife (Dominique McElligott) and young daughter. Suddenly, Sam's health takes a drastic turn for the worse. He suffers painful headaches and hallucinations, and almost has a fatal accident. He meets what appears to be a younger version of himself, possibly a clone. With time running out, Sam must solve the mystery before the company crew arrives.

**Director:** Duncan Jones
**Top cast:** Sam Rockwell, Kevin Spacey, Dominique McElligott, Kaya Scodelario.
**Critic's rating:** 90% Rotten Tomatoes, 7.8 /10 IMDb


Best AI Movies Superintelligence.jpg

A sentient supercomputer threatens to blow up the planet and chooses the world’s most ‘average person’ to prove that mankind is worth saving - and she has just three days to prevent the end of the world.

**Synopsis:** When an all-powerful Superintelligence AI system chooses to study average Carol Peters, the fate of the world hangs in the balance. As the A.I. decides to enslave, save or destroy humanity, it's up to Carol to save humanity. 

**Director:** Ben Falcone
**Top Cast:** Melissa McCarthy, James Corden, Bobby Cannavale, Brian Tyree Henry. 
**Critic's rating:** 31% Rotten Tomatoes, 5.4 /10 IMDb


Best Artificial Intelligence Movies in 2022

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Best Artificial Intelligence Movies.jpg

Tech has long been a silver screen favorite - and AI has become an ever more popular theme. Here's a list of the best artificial intelligence movies and what makes them worth watching right now.

Best Artificial Intelligence Movies: 20+ Titles To Watch Now

Best Artificial Intelligence Movies

The exponential growth of the NFT space is making even the most skeptical investors take an interest in this market. Aligned with this rising enthusiasm, demand for the best NFT tools seems equally affected as investors try to identify the next best non-fungible asset out there. 

Rarity reigns supreme when it comes to getting the most for your money in any collectible market. It is essential that you track trending NFTs if you want to turn a profit. Sniping NFTs is the act of [buying NFTs](https://sensoriumxr.com/articles/non-fungible-tokens-nfts-quick-guide) that are priced below their value due to the seller's unawareness of their rarity. Fortunately, there are rarity tools, often referred to as rarity sniper tools, to help you with that.

This article introduces you to the concept of NFT rarity and reviews some of the top NFT tools currently available. Let's get to it.

 

## What Is NFT Rarity?
Several new NFTs have hit the market, but how do they differ in trait value? What makes some NFTs sell for millions while others sell for less? It has to do with rarity. NFT rarity determines how rare and valuable an NFT is. Collectors highly prize truly rare NFTs, which makes them more expensive. Consequently, people want to know whether the NFT they own is rare or whether the one they plan to purchase is rare.

## NFT Rarity Calculation Methods
It is possible to calculate the rarity of an NFT using several methods. By calculating the rarity of an NFT trait based on its rarest trait, taking the average rarity of traits, or examining rarity statistics.

### Trait NFT Rarity Ranking
To compare NFTs, one can simply compare the rarest attribute of each non-fungible token. Yet, this approach has one significant flaw despite its simplicity and straightforwardness: it ignores the NFT's overall rarity, just focusing on the rarest one.

### Average Trait Rarity
Another method that will help you check NFT rarity is to average the rarity of traits present on the NFT. If an NFT had two traits, one with a 50% rarity and one with a 10% rarity, then its average trait rarity would be (50+10)/2 = 30%. The problem with this method is that it stresses the overall rarity of every trait, which means the single super NFT rare trait does not receive enough trait value, and the overall rarity value is diluted.

 

### Statistical Rarity
In this method, you multiply all of an NFT's traits together to determine the NFT's overall rarity. If an NFT has two traits, one trait has a weight of 10%, and the other has a weight of 50%. That NFT would have a 5% 'statistical rarity' (10% * 50%).

These three approaches have different results when comparing the rarity of some NFTs. Average Rarity and Statistical Rarity tend to overvalue many of the traits in an NFT, potentially diluting the value of an ultra-rare, one-of-a-kind trait. Trait Rarity faces the complete opposite problem by narrowing the calculation to the single rarest trait. A solution? Rarity Score.

 

## How to Calculate NFT Rarity

The value and rarity of NFTs differ even if you have thousands of them in a single collection. Therefore, a decrease in supply leads to a rise in demand, which drives NFT prices up. However, supply value is not the only factor contributing to NFT rarity.

To get an NFT rarity calculated, you can opt for various methods, as we already mentioned. Different parameters, such as rarity based on the rarest trait, will be considered by assessing all NFT traits statistically or by calculating the average rarity. A Rarity Score is therefore used to calculate the rarity of an NFT. Calculating the Rarity Score does not need to be done manually since various rarity tools can do it for you. With the right NFT rarity tool, you can view the results in just a few clicks.

Rarity Score stresses single rare traits while including overall trait rarities in its calculation. To date, this is by far the best way to calculate rarity.

Here's the formula:

> [Rarity Score for a Trait Value] = 1 / ([Number of Items with that Trait Value] / [Total Number of Items in Collection])

 

## Best NFT Rarity Tools

Although the formula is pretty straightforward, there's no point in doing all that math on your own to estimate the rarity of all of your desired NFTs. There are several investment tools available to assist you.

[Investments in NFTs](https://sensoriumxr.com/articles/how-to-invest-in-NFTs) come with many risks. Using a reliable NFT investment tool can help you check NFT rarity and stay on top of the changes effortlessly. Needless to say, these tools shouldn't be used as the only criterion for buying NFTs. Make sure you research the NFT market and project in question well before making a purchase.

### [Rarity.tools](https://rarity.tools/)

Rarity.tools.jpg

One of the most popular tools to determine the rarity of an NFT is the Rarity.tools. NFTs are ranked by the rarity of their characteristics in real-time. By filtering by average price, total sales volume, owner count, or top collections, you can find NFTs that meet the criteria you are looking for. Aside from that, the website has a simple and attractive interface that makes finding trait rarities easy.

You can sort all the NFTs on Rarity.tools based on their collections, average price, and even ETH volume. On the NFT collection page, you can find the overall trait rarities of that particular collection. In this section, you will see a card for each NFT that details all its attributes and its Rarity Score. You can also check the Rarity Score of an NFT you own by entering its ID in the NFT project section. After clicking "Lookup", you will see all the properties and Rarity Scores of your NFT.

### [OpenSea](https://opensea.io/)

OpenSea.jpg

OpenSea is the world's largest and most popular [NFT marketplace](https://sensoriumxr.com/articles/best-nft-marketplaces-in-2021). NFT sales are facilitated, as well as NFT rarity rankings based on volume, floor prices, and other factors. Browse the most popular collections over any period of time. You can use this to determine what collections are trending to make an informed decision. 

NFTs can be viewed by characters' traits as well as their rarity, but their overall rarity rank or rarity score isn't available. It is clearly a downside, but having an NFT marketplace and real-time ranking facilitates the decision-making process. Using OpenSea as an NFT rarity tool is a great way to track and analyze your digital art investments.

### [Etherscan Token Tracker](https://etherscan.io/tokens)

Best NFT Rarity Tools | Etherscan Token Tracker

Etherscan Token Tracker.jpg

According to developers, Etherscan is not only a block browser but is also a token tracker for all Ethereum-based coins as well as an entry point for ERC-721 token contracts. On Ethereum, NFTs are created using the ERC-721 standard, and the Etherscan reports a total of 21,669 tokens that are ERC-721 compliant as of today. 

Recently, more functionality was added to the NFT tools set, including information about NFT minting, distribution, transfers, and prices. Many of the applications in this article use the Etherscan APIs and further analyze the data to deliver more valuable insights to the user.

### [Nansen](https://www.nansen.ai/)


Nansen.jpg

NFT tools have long sought to identify possibilities in the market, and Nansen.ai was one of the first to provide this capability in 2013. The NFT wallet analysis tool allows users to see a scoreboard of the most profitable NFT wallets based on how much money has been made. Research can lead to better asset management and future planning.

The application also serves as a Wallet and Investment Tracker. Nansen provides detailed information on ERC-20 tokens, including minting fees and secondary NFT shop fees. It also provides real-time analysis of each project's owner, making it simple to identify and examine them.

### [Icy.tools](https://icy.tools/)


Icy.tools.jpg

The first thing you will see when you open Icy.tools is the Trending Collection, which features some NFTs that have been trending recently. With your wallet connected, you can even filter the ranking for the last 30 minutes. You can also find all of the information regarding NFTs on the leaderboard, such as the floor price, sales volume, and average price.

One of the best things about this program is its user-friendly interface, making NFT analysis accessible to beginners. Additionally, you can find some of the wallet addresses of the top buyers and sellers on the Discover Tab. When you subscribe to Icy Premium, you will receive detailed information on each collection. The NFT history and price chart will be included as well.

### [DappRadar](https://dappradar.com/)


Dappraddar.jpg

For quite a while, DappRadar has been considered a trusted source for monitoring the performance of NFT collections. Additionally, they developed an NFT portfolio tracker in 2020 that offered users a simple way of keeping track of Ethereum wallets in real-time. By entering the Ethereum wallet address or the ENS address, users can receive detailed information about their Ethereum tokens and NFT account balance.

This is a great option if you want NFT rarity tools that will help you track your portfolio individually. DappRadar also includes the most trending NFTs based on a variety of timeframes. Detailed sales, traders, and volume of any NFT collection are available.

### [Rarity Sniffer](https://raritysniffer.com/)


Raritysniffer.jpg

As its name implies, Rarity Sniffer provides the most up-to-date NFT rankings of new NFT projects based on how rare they are. Only the most recent collections are available in their free version, along with NFT drops and sniffed upcoming NFT projects.

A Discord channel is also available and provides additional analyses of potentially rare NFTs. It gives operators access to the NFT rare status of new assets that have been sniffed before being made public. 

### [NFTBank](https://nftbank.ai/)


No doubt NFTs can be very visually appealing. But are they worth the money? We reviewed the best NFT rarity tools to ease your job of finding the most valuable collection out there. Dive in.

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