What is Quantum Computing: It is a new technology that uses quantum mechanics to solve problems that conventional computers cannot solve. It was only three decades ago that scientists began to imagine the possibilities of real quantum hardware, which is now available for professional developers.
Our engineers are delivering ever-more-powerful superconductivity quantum processors at regular intervals, moving us closer to quantum computing to change the world. These new machines appear to be very different from the machines that have been around for over a half-century. Here’s a quick rundown of how Quantum Computing is used in the business world.
Why Are Quantum Computers Necessary?
Some Problems Can’t Be Solved By Supercomputer
Some Problems Can’t Be Solved By SupercomputerEngineers and scientists appeal to supercomputers whenever they encounter complicated challenges. Typically, these machines have tens of thousands of Memory and Computational cores. But even the most powerful supercomputers can’t solve all of the world’s greatest mysteries.
When a supercomputer is unable to solve a problem, it is most likely because the problem is extremely complex. Complexity is often a factor in the failure of classical computers.
Problems that have a large number of variables functioning in a complex manner are known as “complex problems.” Because of the many electrons interacting with each other, it is difficult to model the actions of different individual molecules. Together in a global shipping network, finding the best routes even for a few hundred tankers can be a challenge.
For example, even a supercomputer will indeed struggle to arrange 10 people at a formal dinner so that they don’t both want to sit side by side or discover the prime numbers of a large number if everyone doesn’t all like to sit next to each other.
Why Quantum Computers Seem To Be More Powerful?
Quantum computers could succeed wherever classical computers fail like demonstrated by this example:
A large database of sequence information might be a good fit for a supercomputer’s processing power. There are subtle patterns within this data, however, that will be difficult to discern.
Personal liberty, respect, fairness, safety, and overall well-being are the primary goals of quantum artificial intelligence!!!!
Proteins are long chains of amino acids which, when folded into complex shapes, constitute useful biological machinery. A major challenge in biology and medicine is figuring out how proteins would fold.
When folding a protein, a classical supercomputer may use brute force to check every conceivable scenario of bending that chemical chain before deciding on a solution. A bottleneck occurs as protein sequences grow longer and more complex. There are trillions of possible ways that a 100-amino acid chain could fold. Individual folds can’t be handled by a computer because it lacks working memory.
To solve these kinds of complex issues, quantum algorithms create multidimensional environments where the patterns between individual measurements emerge. Patterns of folds that are the most energy-efficient may be used to solve a protein folding problem. This same solution to these problems is that collection of folding.
These patterns can’t be found on traditional computers because they don’t have the ability to create such computational spaces. Throughout the context of proteins, initial quantum algorithms may find folding structures in altogether fresh, more effective methods, without the tedious checking procedures of conventional computers. Protein folding problems that are too complicated for any supercomputer could’ve been solved by quantum computing.
Why Do Supercomputers Get Bogged Down By Complexity?
Proteins are long chains of amino acids that, when folded into complicated shapes, constitute useful biological machines. The major challenge in biological research is figuring out how proteins would fold.
When folding a protein, any classical supercomputer using brute force may check each possible way for bending that chemical chain until deciding on a solution. A bottleneck occurs as protein sequences grow longer and more complex. There are trillions of possible ways that a 100-amino acid chain would fold. Individual folds cannot be processed by a computer due to a lack of working memory.
To solve these kinds of complex challenges, quantum algorithms create multidimensional regions where the patterns between individual data points develop. These patterns can’t be found on traditional computers because they don’t have the ability to create these computational spaces.
Inside the case of proteins, initial quantum algorithms potentially find folding structures in entirely new, highly efficient ways, even without tedious checking procedures of conventional computers. Protein folding problems that are too difficult for any supercomputer could’ve been solved by quantum computing.
What Is Quantum Computing; How Are They Built?
Compared to supercomputers, quantum computers are sleek and efficient. IBM’s Quantum processors appear to be a fraction of the size of the processor in a laptop. Also, a car-sized quantum hardware system has cooling systems that keep its superconducting processor operating at its ultra-cold concept of thermal.
Bits are used to carry out the functions of a classical processor. This quantum computer is a device that can perform multidimensional quantum algorithms by utilizing qubits (CUE-bits).
Superfluids
The fan on your desktop computer is probably responsible for keeping it cool enough to operate. A hundredth of just a degree below absolute zero is required for our quantum processors. Researchers using supercritical superfluids can create superconductors in order to accomplish this.
Superconductors
As the temperature drops, certain materials inside our processors show another crucial subatomic particle effect: electrons flow freely. As a result, they’re called “superconductors.”
“Cooper pairs” are formed when electrons flow through superconductors. Quantum tunneling is the process by which these pairs could carry a charge across barriers, such as insulators. A Josephson junction is formed when two superconductors are placed along either side of the insulators.
Control
Superconducting Josephson junctions are employed as quantum bits within our computers. We could control the qubits’ behavior by firing microwave electrons into them, and that we can just want them to hold, modify, and read out particular quantum information components.
Superposition
SuperpositionHowever, it is able to perform another important trick: superposing the quantum information that holds, which is a combination among all different possibilities of the qubits. Multidimensional computational spaces could be created using groups of qubits under superposition. Within those spaces, complex issues can be portrayed in novel methods.
What Is Quantum Computing Entanglement?
Entanglement occurs when two separate objects’ behavior is linked by a quantum mechanical effect. Entanglement means that changes between one qubit have a direct effect on the other qubits. Complicated problems can be solved using quantum algorithms that take advantage of the relationships between the particles.
When it comes to quantum computing, “A quantum machine is like an analog calculator that uses ephemeral waves that make up light as well as matter just at the nanoscale to encode information.”
Businesses Can Benefit From Quantum Computing In Seven Ways.
However, even as current manufacturing processes push the boundaries of what could be achieved through traditional computing, quantum computing is just beginning its journey into the future. And yet, quantum computing continues to fascinate computer geeks, frighten business professionals, and strike fear in the hearts of those who work in encryption.
What can businesses do to benefit from this advancement? How does quantum computing fare in comparison to other types of computing? You can look into the following seven areas:
1. Cryptography Is The Science Of Encrypting Data
Most people think of quantum computing in terms of high-tech encryption systems. Using today’s standard computers, breaking encryption based on very huge prime number factorizations (300 or more integers) is impossible.
With quantum computers, we may eventually be able to decode our digital lives and properties far more quickly. It goes without saying that we will also have the capability of breaking traditional encryption even more quickly.
2. A Plane
As a result of quantum technology, extra complex computer simulations, such as aeronautical scenarios, could’ve been created. The time and money saved by assisting with aircraft routing and scheduling are immeasurable.
Many large corporations like Boeing or Lockheed Martin have invested in research and development to take full advantage of said technology’s computational power as well as optimization potential.
3. Data Mining And Analysis
Quantum mechanics as well as quantum computing could be used to solve massive problems. Using a data set known as topological analysis, researchers describe computations that are impossible to perform on today’s conventional computers. This might be simplified to a few basic operations in quantum computing.
4. Predicting The Future
4. Predicting The FutureExtremely large data groups are necessary for predicting as well as forecasting multiple possibilities. The amount of data that can be handled by classic computing in a traditional simulation, such as that of the weather, is severely constrained.
More variables slow down simulation, therefore it takes longer for the weather to change as you add them in. To be able to accurately predict weather would have enormous economic benefits again for the United States because nearly 30 percent of its GDP has been affected by it.
5. Pattern Matching
Data mining is a powerful tool for discovering patterns and predicting future trends. Volkswagen is currently experimenting with quantum computing in order to provide drivers with 45-minute notice of traffic conditions. It is currently impossible for current computers to predict the response of the structure as complicated as modern-day traffic, and that will change to quantum systems.
6. Research In The Field Of Medicine
As medication is administered to millions and millions of people, including one with slightly different makeup, there seem to be probably millions of possibilities for how it could affect the human body.
To explore a new drug as well as create a marketing plan today, pharmaceutical firms generally spend tens of millions of dollars and more than a decade in research and development.
Repurposing previously approved substances for new purposes is made easier with quantum computing, which can speed up the discovery process for computational chemists, allowing them to make discoveries that might lead to natural remedies for a spectrum of ailments.
7. Self-Driving Cars
Driverless cars are indeed being developed by Tesla, Apple, but also Google, as well as other cars as well as tech companies. There are a number of other advantages to these measures which might improve the quality of life for the vast majority of people.
What Is Quantum Computing And What Is The Power Of Quantum Computers?
Things start to function in unpredictable ways when users enter the realm of atomic-level particles. These subatomic particles are capable of existing in multiple states at once. To take advantage of just this capacity, quantum computers do so.
A quantum computer is able qubits rather than just bits, which are used in conventional computers. For example, consider the shape of a sphere. This is possible for a qubit to occur at any moment on the sphere, however, a bit cannot.
As a result, a computer utilizing qubits can store much more data while using less power than a traditional computer would. We will indeed be capable of creating processors that seem to be considerably quicker (a million or even more twice) than just the ones we currently used for entering into such a quantum location of data processing. Quantum computing may sound amazing, but it’s incredibly difficult to implement.
Automated discovery of ideal communication networks and hyperparameters is the potential of quantum machine learning!!!!
There is a great deal of pressure mostly on the computer industry to come up with new ways to reduce the amount of energy needed to run a computer. Throughout 2040, we won’t be able to power every one of the world’s computers, including a report even by the Semiconductor Industry Group.
For this very reason, the computer industry has been hustling to get quantum computers up and running on a large scale. This is no easy task, but if done right, the rewards will be enormous.
Quantum Computing – Impact On Our World
In basic terms, this article discusses what is quantum computing. Quantum computing’s impact on our world is difficult to predict due to the wide range of industries in which it will be used. In this new realm of physics, we’re going to discover solutions and applications that we haven’t even contemplated yet. Consider how much our world has changed since we first started using computers with just a few bits and two choices of 0 or 1, so you can assume how much more powerful qubits can be when they are used to undertake millions of transactions simultaneously.
Every industry would be affected and we can expect major changes in how we do business, discover new medicines and materials, protect our data and travel to space, as well as forecast weather as well as climate change. It’s not really a random occurrence that IBM, Google, as well as the various governments have been investing in quantum computer technologies.
Many people believe that quantum computing has the potential to fundamentally alter the way we live and work. For more on quantum computing’s potential impact on our world.
Quantum Computing Has The Potential To Revolutionise The World
Quantum research & development is a multi-billion dollar industry, also with companies like Google, Microsoft, as well as Intel vying for supremacy inside the field. Complete quantum computers may come at some point corner, given how there are so many important participants involved.
Educating ourselves about these machines and their potential effects on the world as technology leaders are essential if we are to be adequately prepared. The good news is that it’s not all good news.
A Quantum Computer Is Touted As A Technological Marvel, But Why?
Data and programs are stored in 1s and 0s on general-purpose computers. It’s critical to note that they are completely independent of one another. Qubits, but on the other side, are a feature of quantum computers. As long as you’re prepared to observe a qubit’s state, users compel it to make a choice between 0 well as 1.
There is an amplitude for each qubit, that is a complex number comparable to a probability, and even though it does not follow the same set of rules as probability does. Qubits, like waves, can communicate constructively as well as destructively based on their amplitude and frequency, this is what we consider quantum interference.
Accuracy is increased when the system’s state has been read by adding up its amplitudes. The probability decreases when the amplitudes of various potential states withdraw one another out.
These are some of the secret information to quantum computers’ enormous power that seems to be quantum intervention. An algorithm that takes advantage of quantum intrusion (i.ebuilds it in a manner that raises the likelihood of pushing the right answer) could be tailored to solve a specific computational problem, giving you an appropriate system for combinatorial optimization that conventional machines can’t address.
Quantum computers at full scale will revolutionize a wide range of fields by solving computationally inconceivable problems as well as uncovering nearly unprecedented new possibilities. And here is a quick look at some of the areas where I think we’ll feel the repercussions:
Development Of New Drugs And Substances
Scientists may be able to get things done that are presently intractable with the help of quantum computers, which could dramatically speed up the discovery as well as the development of new drugs. They will be able to perform quantum modeling on the movement of material, proteins, and chemicals concurrently, something that is currently not possible with a regular computer. This will speed up the development of new drugs by leaps and bounds.
Finance
Quantum computers have the potential to revolutionize the financial sector, bringing a wide range of advantages, from profound analytics to quicker trading. Quantum computing is indeed being considered by a number of major organizations as a means of speeding up trade, transactions, as well as data.
Several banks, including IBM as well as JPMorgan Chase, have already been experimenting with quantum computing to see what specific tasks it can perform on a large scale in the coming days.
Another area where quantum computers could make a huge difference is financial modeling. That means lower costs as well as fast processing for financial organizations, which is a win-win for everyone.
Change In The Climate
What is quantum computing and how can it make changes in the climate? Experts believe that quantum computers would then play an important role in helping nations encounter the United Nations’ Goals Of Sustainable development through the quantum simulated world.
When it comes to finding new CO2 catalysts, quantum computers could help speed up the process and produce useful gases like carbon monoxide and hydrogen in the process.
Security Of Computer Networks And Data
The downside of quantum computers seems to be that they might likely introduce new threats.
Data, not necessary in order to protect it now, might well be vulnerable inside the future because of quantum computers’ opportunity to strike public-key encrypted communications commonly used to protect sensitive information. If you’ve got confidential material to protect, this is a terrifying thought.
Although quantum computers have received a lot of funding, only a small portion of that money has gone toward quantum-resistant safety, which may become increasingly important as we enter the quantum era. It is fortunate that NIST is currently standardizing post-quantum cryptography so that it is prepared for widespread acceptance in the future. NIST expects to introduce the new benchmarks by the finish of the year.
Many Of Us Didn’t Have Any Idea About Quantum Computing And Here Is Some Of Its Advantages:
Benefits And Uses Of Quantum Computing
Without a doubt, AI is the most important advancement in technology today. The future of computing will be shaped by quantum computing. Within the next 5 to 10 years, we’ll have seen a booming transitional stage.
Because of the widespread adoption of quantum innovations inside the desktop environment, these cutting-edge machines will be incredibly flexible in terms of both quality and implementation. In addition, there won’t be a straightforward programming model. Moreover, it will not be appropriate to all issues.
These issues will be addressed by the development of early quantum computer systems. The innovation is still in its infancy, however. Scientists have high hopes for what it can do for mankind. Let’s take a look at some of the applications and benefits of quantum computing.
What Quantum Computing Has To Offer?
The following are only a handful of the advantages of quantum computers. These similar benefits are what contribute to the technology’s allure in today’s environment.
- Speed
For specific problems, quantum computers will be able to deliver enormous rates. Algorithms are being developed by researchers. To discover and resolve issues that can benefit from quantum entanglement.
- Computation
Many of our current technologies will benefit from quantum computing’s speed. Especially those that require a massive amount of computing power. Appreciate Deep Learning, 5G (and sometimes even fast broadband speeds), high-speed trains (and several other modes of transportation), and many others.
- Analytics based on massive amounts of data
Quantum computing plays an important role in today’s Big Data era. Because of the massive amount of data that we produce every day, we need computers that are efficient enough to process it.
- Reduction in power
Despite the fact that they are computational, quantum computers use less energy. Quantum tunneling is used 100 to 1000 times.
An Overview Of What Is Quantum Computing And Its Uses
The benefits of interactive web quantum computing applications can be found in these areas. These can be used to start making them more effective than ever before.
- As A Result Of AI
These are some of the best and most important technologies throughout quantum computing seems to be artificial intelligence (AI). Throughout AI, the principle of learning through experience serves as the foundation. It’s getting better and better with each piece of feedback. For as long as the computer program demonstrates “intelligence.” In order to provide this information, we estimate the likelihood of various outcomes.
As a result, artificial intelligence (AI) is an excellent candidate for use with quantum computing. There are many industries it intends to change from automobiles to medicine and beyond. Throughout the 20th and 21st centuries, AI would be as important as electricity was.
- Computer-Aided Design (CAD)
For large software programs as well as hardware systems to millions of transistors, this can be challenging. Also, it’s expensive to ensure that the data is correct. There could be billions or even trillions of different countries. Every single one is beyond the capabilities of a conventional computer.
Even if the system is operating normally, we need to know what is going on in the event of an abnormality. However, we’d like to understand what happens in the event of an error. Whether or not our device is able to identify and mitigate any potential issues is an important question. For these simulation results, quantum computing will be used. With an increase in time, one can expect to cover more ground in their simulations.
- Nanotechnology
By incorporating quantum dots into the equations. Nanotechnology standards are expected to be raised in the near future, according to researchers. Improved health circumstances in developing countries are the ultimate goal of this project. As well as the introduction of extraction and purification for multiple industries.
Despite the fact that this is an area of study that scientists have already been engaged in. By using quantum algorithms, there may be an enormous amount of work to be done. They have the potential to make the investigation process easier while also speeding up the outcomes.
- Digital protection
There’s a lot of personal information out there in the digital world, and it’s impossible to keep track of it all. Better security measures are increasingly in demand in an effort to help safeguard data.
As a way to address the issue of security, quantum key distribution (QKD) has been proposed with the help of encrypting data. As well as allowing them to do so with a small number of items at hand. Messages and data can also be protected. It’s also scattered among employees, which makes distribution more secure.
Quantum Computing Has A Number Of Advantages:
One of the main advantages of quantum computing was that it could perform even the most basic algorithm calculations. Comparable to a computer, these tasks can be carried out quickly and easily. It is able to enhance the monitor’s storage capacity exponentially by adding qubits to it.
Its superposition state has been used in the computing qubit. When dealing with large amounts of calculations as well as methods, the exponential speedup is beneficial.
Additionally, quantum computers can perform any task much faster and more accurately than a conventional computer. Throughout traditional computing, the atom changes very quickly, whereas in quantum computing, its atom changes sometimes faster.
What Is Quantum Computing Disadvantage :
There Are Some Drawbacks To Quantum Computing.
Efforts to find a solution to this problem have not yielded any positive results, so the research is continuing. It is impossible to use qubits as conventional error detection and correction because they are not electronic bits of each day.
One of the main drawbacks of quantum computing would be that the necessary technology wasn’t yet available. It takes five times as much energy to perform quantum arithmetic operations as just a classical computer.
It is expected that the quantum CPU would have its own set of efficiency as well as heat issues. In quantum systems, decoherence is completely broken down as well as the quantum state comes crashing down together into a single state whenever a comparison is made of just about any sort.
What’s The Future Of Quantum Computing Looking Like?
There are many people who believe quantum computers will not be able to live up to their great expectations. Nonetheless, the sector is developing swiftly.
Google announced in 2019 that someone had been using a quantum computer to accomplish a task that a classical computer could not. However, this is a significant step in the development of quantum computing, even if it has little practical value.
Many believe though, by the end, quantum computers will be far superior to their classical counterparts when it comes to performing useful tasks. Quantum computers and quantum simulators are expected to be used in more and more commercial applications in the near future.
Businesses may not care that quantum computing’s full potential has yet to be realized because a commercial advantage doesn’t seem to be innovative enough to be profitable.
Notwithstanding this momentum, there are still many obstacles to overcome. Quantum computing faces a number of significant technical challenges, including the development of tools that can help that much companies grow software for quantum computers, as well as the need to recruit new employees with new specific skills from a limited pool of talent.
Even so, the reward could still be good enough to justify it. There are some who believe that quantum computing should be the next big major shift in computing, similar to how the internet or personal computers came into existence. Right now, businesses should be worried about losing out.
Do You Know How Quantum Computing Is Used In The Business World?
We can expect a rapid rise in the number of companies using quantum computing with their own industries also as the technology matures and has become more accessible.
Most Of These Effects Have Already Been Felt In Various Industries
There are a number of industries that could finally be ready to embrace quantum computing. Throughout healthcare, the use of quantum computing. Health care could benefit from the use of quantum computers together in a variety of ways.
Using just a quantum computer to replicate a chemical process, for example, is an important milestone for emerging technology. Despite the fact that the specific interaction had been relatively simple, prospective quantum computers have been predicted toward being capable of simulating complex molecular conversations even more accurately since current computational complexity can. This might help accelerate drug discovery attempts in healthcare by making things simpler to anticipate the associated with drug applicants.
In the future, quantum computing may also improve personalized medicine by allowing faster genetic research to guide tailored treatment protocols for each patient.
As a result of genomic studies, a person’s DNA necessitates a lot of computing power to analyze. Quantum computers could make genome genetic analysis more convenient and easier to measure by sifting through massive amounts of data even more quickly than current technologies. Some of the world’s largest pharmaceutical companies are interested in quantum computing.
1. Financial Markets Could Benefit From Quantum Computing
Scenarios and assumptions regarding market and portfolio performance are built into many computational models used by financial analysts. Improved prediction models and much more accurate weighing of conflicting possibilities might be made possible with quantum computers. Those who may also be able to assist in complex optimization tasks, such as portfolio risk management and fraud prevention.
Monte Carlo simulations, a possibility simulation that was used to find the problems and ambiguity in financial forecasting methods, are yet another area where quantum computers might have a significant impact. IBM conducted a study last year on a new method for assessing investment risk that has used quantum algorithms instead of Monte Carlo simulations.
Financial institutions such as RBS, its Standard Chartered bank of Australia, Goldman, as well as Citigroup have all invested throughout quantum computing startups. It appears to be working for some people.
2. The Use Of Quantum Computers In Cybersecurity
Quantum computing has the potential to fundamentally alter cybersecurity. Today’s encryption methods like RSA, which rely on powerful quantum systems, are vulnerable to attack by powerful quantum systems.
Its Shor’s Method, What is Quantum Computing method? A quantum algorithm proposed in the 1990s by Paul Shor, a scientist at Nokia’s quantum information hub, Bell Research facilities, suggests that this is possible.
When it comes to finding prime factors, computational complexity has a hard time, but quantum computers may be able to do it in a fraction of the time it takes today. RSA encryption needs to rely on this very challenge in order to protect data that is transmitted over the Internet.
However, a number of quantum computing companies have been developing new cryptographic algorithms recognized as “post-quantum cryptography” to rebut this threat. Even a potent quantum computer will not be expected to have several benefits in solving these problems, which are intended to be more resistant to quantum computers.
3. Cryptocurrency And Blockchain Quantum Computing
Its threat of quantum computing to cryptographic protocols needs to extend to blockchain technology and cryptocurrencies such as Bitcoin and Ethereum, which are using quantum-susceptible strong encryption to perform transactions.
Although quantum dangers to blockchain-based initiatives vary, the consequences could be dire. It’s estimated that 25 percent of bitcoins (worth $173 billion+) are stored in a way that makes them vulnerable to theft by someone with a quantum computer. In addition, quantum computers may be powerful enough to decrypt as well as interfere with money transfers before they can be validated by other members of the network, trying to undermine decentralization.
And that’s just the Bitcoin currency, of course. The use of blockchain technology in asset trading, distribution networks, identity management, and so much more is becoming more commonplace. A number of players are working to make blockchain technology more secure in the wake of the threat posed by quantum computers.
4. An Artificial Intelligence System That Uses Quantum Computing
What is quantum computing artificial intelligence?. In the field of artificial intelligence, quantum computers have also attracted attention for their ability to parse through large data sets, replicate complex models, as well as help resolve optimization issues.
Machine learning tools that combine classical and quantum computing are being developed by Google, and the company expects those same tools to work on relatively close quantum computers.
Zapata, the company behind quantum software, has stated recently that this really sees quantum deep learning as among the most promising industrial applications for quantum systems in the near future.
Future quantum computers might take AI to new heights, even if quantum-aided machine learning is commercially viable now. Computer vision, pattern matching, voice recognition, language processing and more could all benefit from AI that uses quantum computing.
5. Logistics Will Benefit From Quantum Computing
Optimization is a strong suit for quantum computers. A quantum computer might theoretically deal with a problem that would take a computing system a thousand years to solve. Quantum computing might be a useful tool for solving logistical problems because of the many complexities as well as variables engaged in world shipping routes and supply chains.
When it comes to delivering parcels, DHL is already considering the use of quantum computers. The company wants to speed up its service even while making it much easier to deal with unexpected events, such as canceled orders or rescheduled shipments.
Quantum computers, which have the capacity to make so many stops in a shorter amount of time, are also being used to improve traffic flow. Manufacturing, as well as industrial design, can benefit from quantum computing. Some of the biggest names in technologies and production design are also interested in quantum computing.
For instance, Airbus, a worldwide aerospace company, formed a quantum computing component in 2015 but has invested throughout quantum software venture capital QC Ware as well as quantum computer creator IonQ.
Its company is considering quantum annealing as a method for digital modeling and materials engineering. For example, a quantum computer might help find the most effective wing design for just an airplane within a few hours.
Additionally, IBM must have identified its manufacturing sector as a target audience for its own quantum computers, with the company focusing on areas such as materials science, analytic tools for control processes, as well as risk modeling. I hope that now you have an idea about What is quantum computing is by reading our article.
At the core of quantum computing is an uncertainty that will open up new gates in the perception of artificial intelligence!!!
