• Category
  • >Artificial Intelligence

Everything you need to know about Quantum Artificial Intelligence

  • Vrinda Mathur
  • Nov 17, 2023
  • Updated on: Sep 02, 2023
Everything you need to know about Quantum Artificial Intelligence title banner

Despite the fact that quantum computing is still in its infancy, numerous inventions and scientific advances have already been made. Major corporations have been making significant investments in the technology, including IBM, Microsoft, Google, and Honeywell. 

 

What is quantum computing, then? Well, it is comparable to conventional computing, which uses bits, or the 0s and 1s, to encode data. However, the quantum bit, or qubit, is this in the context of quantum computing. Here, the information might exist in numerous states simultaneously. The impact of quantum physics' effects, such as superposition and entanglement, is the cause of this. Yes, this is all about the bizarre world of Schrodinger's cat, who is simultaneously alive and dead.

 

What is Quantum Computing?

 

The field of study known as quantum computing is concerned with creating computer technology based on the ideas of quantum theory. The ability of the quantum computer to be in various states and to carry out tasks using all potential permutations at once would give it immense processing capability, according to the laws of quantum mechanics.

 

A fast developing technology called quantum computing uses the principles of quantum physics to solve issues that are too complicated for conventional computers. 

 

A technology that scientists had only just begun to envisage thirty years ago is now made accessible to hundreds of thousands of developers thanks to IBM Quantum. Our engineers consistently produce superconducting quantum processors with increased power along with significant software and quantum-classical orchestration advancements. The world-changing speed and capacity of quantum computing are being advanced by this effort. 

 

Quantum information science (QIS), artificial intelligence, soft computing, computational intelligence, machine learning, deep learning, optimization, and other fields are all intersected in research on quantum artificial intelligence. It covers a wide range of crucial aspects of noisy intermediate-scale quantum (NISQ) devices and near-term quantum computing. Theories, models, and important studies on hybrid classical-quantum algorithms using classical simulations, IBM Q services, PennyLane, Google Cirq, D-Wave quantum annealer, etc. serve as the foundation for research on quantum artificial intelligence. 

 

We currently have the tools necessary to gain quantum advantage and solve issues in combinatorial optimization, soft computing, deep learning, and machine learning significantly more quickly than with conventional classical computing, thanks to studies in quantum artificial intelligence. It's crucial to find solutions to these issues if we want to deploy quantum computing for noisy large-scale applications.

 

In general, AI and ML are effective methods for asking a computer to deliver a solution to a problem based on some prior knowledge. For instance, it might be difficult to explain to a computer what a cat is. Still, a neural network can recognize other cats that it had never seen before if you show it enough photographs of cats and tell it they are cats. Some of the most well-known and frequently used AI and ML algorithms seem to be much faster when performed on quantum computers.

 

Also Read | Revolutionising Financial Services: The Potential of Quantum Computing

 

Why do you need Quantum Computing?

 

The constraints of classical computing create a need for quantum computing. Even while traditional computers have come a long way in the last few decades, they still have a long way to go in some areas. These difficulties result from the fact that traditional computers are constrained by the physical characteristics of traditional bits, which can only exist in a 0 or a 1.

 

One of the main drivers for growing the field of quantum computation has been the prospect of creating a quantum computer capable of carrying out Shor's algorithm for huge numbers. However, it is critical to recognize that quantum computers will probably only significantly speed up a small subset of problems if one wants to acquire a more comprehensive perspective on them. Researchers are striving to create algorithms that demonstrate quantum speedups as well as identify the issues that are most suited for them. In general, it is anticipated that quantum computers would be of great assistance with problems involving optimization, which are crucial to everything from financial trading to defense.

 

Multiple variables that interact in intricate ways are considered complex problems. Because there are so many different electrons interacting with one another, modeling the behavior of individual atoms in a molecule is a challenging task. Complex issues include finding minor fraud tendencies in bank transactions or discovering novel physics in a supercollider. We are unable to use traditional computers at any scale to handle some complex problems.

 

When a supercomputer struggles, it's often because the large classical machine was given a challenging problem to answer. Complexity is frequently the cause of failure for conventional computers.

 

Construction of quantum computers is extremely challenging. On the scale of a single atom, there are numerous candidate qubit systems, and those physicists, technologists, and materials scientists working to implement quantum operations on these systems are continuously juggling two opposing demands. In order to safeguard qubits from the environment, which can obliterate the delicate quantum states required for computation, we must first shield them from it. A qubit's "coherence time" increases with how long it remains in the desired state. Isolation is valued from this angle. Second, however, qubits must be entangled, moved around physical architectures, and programmable on demand for algorithm execution. The more these procedures' "fidelity," the better they can be executed. It's challenging to strike a balance between the necessary solitude and engagement.

 

Use cases of Quantum Artificial Intelligence

 

Quantum computing is slowly but definitely getting ready for the spotlight.

 

In October 2019, Google made waves by announcing that it had made the long-awaited quantum supremacy breakthrough. A quantum computer can thus complete a task that a traditional computer is unable to. Not any time soon enough to be useful. For instance, Google asserted that the test problem it ran would have required a traditional computer to solve thousands of years, however some detractors and rivals criticized that claim as being greatly exaggerated. 

 

The following are some of the applications of this super combination of quantum computing and AI, keeping in mind that the term "quantum AI" means the use of quantum computing for computation of machine learning algorithms, which takes advantage of the computational superiority of quantum computing to achieve results that are not possible to achieve with classical computers. 

 

  1. Processing Big Data Sets

 

Every day, we generate 2.5 exabytes of data. That is equal to the contents of 250,000 Library of Congresses or 5 million laptops. With 9,722 Pinterest pins, 347,222 tweets, 4.2 million Facebook likes, and all the other data we generate by taking pictures and videos, storing documents, opening accounts, and more, 3.2 billion people utilize the internet every minute of every day.

 

  1. Pharmaceuticals

 

The study and development of molecular structures in the biopharmaceuticals sector has the potential to be revolutionized by quantum computing. It also has the ability to add value during production and farther down the value chain. For instance, new pharmaceuticals developed through research and development (R&D) take more than ten years and an average of $2 billion to commercialize. By reducing the reliance on trial and error and increasing efficiency, target identification, drug design, and toxicity testing might all be far faster, more targeted, and precise thanks to quantum computing. A shorter R&D cycle may provide products to the correct patients more quickly and effectively—in other words, it would enhance the quality of life for more people. Quantum computing may potentially be advantageous for supply chains, logistics, and manufacturing.

 

  1. Workplace

 

The first commercial quantum computer from IBM, which only has 20 qubits of power and can operate outside the research lab, was unveiled in January 2019. The company's developers later revealed the creation of a 53-qubit computer in October 2019. A 128-qubit computer is currently being created by the startup Rigetti Computing in addition to a 32-qubit one. With a 53-qubit quantum computing processor, Google claimed in October 2019 to have attained "quantum supremacy," doing calculations that would have taken a classical computer 10,000 years to complete in just 200 seconds. IBM quickly refuted that assertion, saying a different classical technique could have solved the same issue as Google's machine in just 2.5 days. 

 

  1. Automobiles 

 

The automotive sector can use quantum computing to improve its research and development, product design, supply-chain management, production, mobility, and traffic management. By improving components like path planning in complicated multi robot processes (the route a robot takes to do a task), such as welding, glueing, and painting, the technology might, for instance, be used to reduce manufacturing process-related costs and cut cycle times. In an industry whose manufacturing expenditures total $500 billion annually, even a 2 to 5 percent efficiency increase might generate $10 to $25 billion in value annually.

 

  1. Cryptography

 

Information can be transferred securely and encrypted using quantum cryptography. It does not rely on mathematical methods or safe key exchanges, unlike other types of cryptography; rather, it provides security by the laws of physics. Currently, extremely secure quantum communication based on quantum cryptography is impossible to wiretap or intercept. The most well-known example of this is quantum key distribution (QKD), which uses quantum mechanical phenomena to carry out cryptographic operations.   

 

  1. Finance

 

Finally, financial applications of quantum computing are somewhat in the future, and the benefits of any potential near-term applications are hypothetical. The most exciting applications of quantum computing in finance, in our opinion, are risk and portfolio management. Loan portfolios that are efficiently quantum-optimized and concentrate on collateral, for instance, can enable lenders to enhance their services, perhaps lowering interest rates and freeing up money. Estimating the value potential of quantum computing-enhanced collateral management is difficult and infeasible at this point, but the $6.9 trillion worldwide lending market in 2021 shows that quantum optimization might have a substantial impact.

 

Also Read | Recent Advancements In Quantum Computing And Their Implications

 

Conclusion 

 

The use of quantum computers has the potential to transform computation by solving some types of issues that were previously insoluble. Despite the fact that no quantum computer is now sophisticated enough to perform calculations that a classical computer cannot, significant development is taking place. Existing non-error-corrected quantum computers with several tens of qubits are presently in use by a select few big businesses and fledgling startups, and some of them are even open to the general public via the cloud. Quantum simulators are also making progress in domains like many-body physics and molecular physics.

 

A field devoted to immediate uses of quantum computers is beginning to take off as modest devices come online. With this advancement, some of the advantages and insights of quantum processing could be realized much sooner than previously thought.

Latest Comments

  • hayesmicha9457ac4893dbce4ccb

    Nov 20, 2023

    I just want to thank you Mr. Jerry for all you do, very amazing. I was very skeptical at first, never heard of someone fixing low credit score on excellent reports. After being turned down for a home loan, I filed for my credit report to see what was on it. To my dismay there were duplications, misinformation as well as things that weren't even mine. No wonder I couldn't get the loan. A friend from work said to me that good day, my friend look out for JerryLink Credit Group on the Internet and so I did. After going through and I saw some positive reviews, I decided to contact them. I’m glad I did. It took only 15days to erase negative information, and push my score to 790s from the initial 550s across all three bureaus. You too can testify like me by reaching out to them today via: JERRYLINKGROUP@GMAIL.COM or text (626) 514 0620.

    danielray090526470ff38f77649c4

    Dec 25, 2023

    ARE YOU A VICTIM OF CRYPTO SCAMS AND WANT TO GET BACK YOUR STOLEN CRYPTOS!! Am here to testify the handwork of A Great Verified Hacker ( Mr Morris Gray )Who helped me recover back my lost funds from the hands of scammers who Ripped me off my money and made me helpless, I could not afford to pay my bills after the whole incident, But a friend of mine helped me out by given me the contact info of trusted Recovery Expert, his email: Morris gray 830 @ gmail . com contact him or chat him up on (+1- /607-69 )8-0239 ) and he will help you recover your lost funds If you have been a victim of any binary/ cryptocurrency or online scam, Mobile spy, Mobile Hack contact this Trusted and Verified hacker, He is highly recommendable and was efficient in getting my lost funds back, 11btc of my lost funds was refunded back with his help, He is the Best in Hacking jobs, contact him ( MORRIS GRAY 830 AT) GMAIL (DOT) COM…..

    alfreedsiang03ff510a53f847d8

    Feb 07, 2024

    I lost $26,000 from a illegitimate fake trading broker, tring to withdraw my funds I was always asked to pay more, i discovered all was scammed and I was devastated. I follow a post on facebook to a security company that helped me recovered all my lost without no upfront fees. email brucedavid004@gmail.com or WhatsApp him +44 (798) 440 63 98 or Visit Texaco Recovery https://www.facebook.com/profile.php?id=61550299165926

  • hayesmicha9457ac4893dbce4ccb

    Nov 20, 2023

    I just want to thank you Mr. Jerry for all you do, very amazing. I was very skeptical at first, never heard of someone fixing low credit score on excellent reports. After being turned down for a home loan, I filed for my credit report to see what was on it. To my dismay there were duplications, misinformation as well as things that weren't even mine. No wonder I couldn't get the loan. A friend from work said to me that good day, my friend look out for JerryLink Credit Group on the Internet and so I did. After going through and I saw some positive reviews, I decided to contact them. I’m glad I did. It took only 15days to erase negative information, and push my score to 790s from the initial 550s across all three bureaus. You too can testify like me by reaching out to them today via: JERRYLINKGROUP@GMAIL.COM or text (626) 514 0620.

  • Natasha Thompson

    Nov 21, 2023

    My name is Natasha Thompson from the USA/Texas.. Am so overwhelmed with gratitude to let the world know how Dr Kachi, the great spell caster changed my life for good. It all started when I lost my job and I was down financially and emotionally because I couldn’t be able provide for my two kids and staying home all day Jobless it’s not easy until I was checking on the internet when I saw a series of testimonies hearing people winning the Powerball lottery, I didn’t believed, but being poor no job you have no option. I gave it a try and I contacted Dr Kachi who told me what i have to do before I can become a big lottery winner and I accepted. He made special prayers for me in his temple and gave me the required numbers to play the lottery game and when I used the numbers to play it, I won a massive $344.6 million Powerball jackpot. I was so happy and I choose to review my winning in any platform, I would love other people to seek help from Dr Kachi through Text and Call: +1 (209) 893-8075 or email drkachispellcast@gmail.com by his website: https://drkachispellcaster.wixsite.com/my-site

  • danielray090526470ff38f77649c4

    Dec 25, 2023

    ARE YOU A VICTIM OF CRYPTO SCAMS AND WANT TO GET BACK YOUR STOLEN CRYPTOS!! Am here to testify the handwork of A Great Verified Hacker ( Mr Morris Gray )Who helped me recover back my lost funds from the hands of scammers who Ripped me off my money and made me helpless, I could not afford to pay my bills after the whole incident, But a friend of mine helped me out by given me the contact info of trusted Recovery Expert, his email: Morris gray 830 @ gmail . com contact him or chat him up on (+1- /607-69 )8-0239 ) and he will help you recover your lost funds If you have been a victim of any binary/ cryptocurrency or online scam, Mobile spy, Mobile Hack contact this Trusted and Verified hacker, He is highly recommendable and was efficient in getting my lost funds back, 11btc of my lost funds was refunded back with his help, He is the Best in Hacking jobs, contact him ( MORRIS GRAY 830 AT) GMAIL (DOT) COM…..

  • stefanward23100a9705672444660

    Dec 26, 2023

    Only a tiny percentage of professional hackers have the specialized hacking abilities and knowledge needed to recover lost BTC, Facebook hacking and Catching a cheating partner via a Whatsapp link. Finding a reliable hacker like HACKERWEREWOLF is preferable. A first class hacking hacking team that can aid in the recovery of your misplaced cryptocurrency, lost Facebook account and hacking your partner Whatsapp to know if they are cheating on you. A hacking organization that can aid in the recovery of your misplaced cryptocurrency, lost Facebook account and to help you gain access to your cheating partner Whatsapp. For a long time, I was very confused and i always felt awful about my partner’s cheating attitude. I really wanted to track and catch him red-handed. I spoke with a trusted colleague of mine at work and she gave me a genuine recommendation about an ethical private investigator named HACKERWEREWOLF. HACKERWEREWOLF and their extraordinary team emerged as the catalysts of change. Their exceptional knowledge and relentless determination Helped me to see all the lies that my partner have been saying. If you find yourself lost in the depths of lost Bitcoin, facebook and Whatsapp hacking, let HACKERWEREWOLF's team guide you towards the light of redemption. Facebook page:Hackerwerewolf Email:hackerwerewolf637@gmail.com Whatsapp:+4917617861530

  • alfreedsiang03ff510a53f847d8

    Feb 07, 2024

    I lost $26,000 from a illegitimate fake trading broker, tring to withdraw my funds I was always asked to pay more, i discovered all was scammed and I was devastated. I follow a post on facebook to a security company that helped me recovered all my lost without no upfront fees. email brucedavid004@gmail.com or WhatsApp him +44 (798) 440 63 98 or Visit Texaco Recovery https://www.facebook.com/profile.php?id=61550299165926

  • brenwright30

    May 11, 2024

    THIS IS HOW YOU CAN RECOVER YOUR LOST CRYPTO? Are you a victim of Investment, BTC, Forex, NFT, Credit card, etc Scam? Do you want to investigate a cheating spouse? Do you desire credit repair (all bureaus)? Contact Hacker Steve (Funds Recovery agent) asap to get started. He specializes in all cases of ethical hacking, cryptocurrency, fake investment schemes, recovery scam, credit repair, stolen account, etc. Stay safe out there! Hackersteve911@gmail.com https://hackersteve.great-site.net/

  • foreverdanevans5699e5a20e4a46d7

    Jun 02, 2024

    Dr. Obodubu Monday is recognised all over the world of marine kingdom, As one of the top fortunate and most powerful spell casters doctor of charms casts from the beginning of his ancestors ship until now Dr. Obodubu Monday lives strong among all other spell casters, there have never been any form of impossibility beyond the control of Dr. Obodubu Monday it doesn’t matter the distance of the person with the problems or situation, all you have to do is believe in the spell casting Dr. Obodubu Monday cast that works, he always warns never to get his charms cast if you do not believe or unable to follow his instruction. it is the assignment of the native doctor Dr. Obodubu Monday to offer services to those in need of spiritual assistance not minding the gravity of your situations or distance as long as water, sea, ocean, lake, river, sand, etc. are near you, then your problems of life would be controlled under your foot. if you need any spiritual help on any of these WhatsApp Doctor Obodubu on : +234 705 993 7909 Get Your Love Back Fruit Of The Womb Fibroid Business Boom Financial Breakthrough Get Rich Without Ritual Do As I Say Bad Dream Promise And Fail Epilepsy Land/Court Case Mental Disorder Political Appointment Visa Approval Cancer Examination Success Spend And Get Back Good Luck Natural Neath Hypertension Stroke Sickle cell Impotency Win Court case Promotion At Work Commanding Tone Protection Ring Marriage Success Love Ring Favour Ring Recover Lost Glory Spiritual Power For Men Of God Travel Success Ring Job Success lottery/ win And Many, More make haste to Dr Monday on WhatsApp +234 705 993 7909 for spiritual problem today and you will surely get solution to all your predicament