## Quantum Computational Advantage

In the world of quantum computing, quantum advantage (sometimes called computational advantage) is the point at which quantum computers can do certain tasks faster or more efficiently than classical computers. Quantum advantage has been achieved in several cases, most notably in early tests of Google’s Sycamore processor. However, achieving quantum advantage is only a small part of the overall picture when it comes to developing practical, large-scale quantum computers. Lets explore further to answer “What is Quantum Advantage”?

The quest for quantum advantage is motivated by the fact that quantum computers can offer significant advantages over classical computers for certain types of computation. For example, quantum computers can solve problems in a fraction of the time that it would take a classical computer. Additionally, quantum computers can offer advantages in terms of space and energy efficiency. These advantages come from the fact that quantum computers can exploit features of quantum mechanics, such as superposition and entanglement, to perform certain types of computation more effectively than classical computers.

### How easy can quantum advantage be achieved

Achieving quantum advantage is a difficult task because it requires both hardware and software that are specifically designed to exploit the features of quantum mechanics. In particular, fault-tolerant quantum computing is necessary to achieve error rates low enough to outperform classical computers. As a result, much of the focus in the field of quantum computing has been on developing hardware and software platforms that can support fault-tolerant quantum computation at scale.

Quantum computers also have the potential to be much more accurate than classical computers. This is because they can exploit a phenomenon known as “quantum tunnelling” to explore all possible solutions to a problem simultaneously. Classical computers, on the other hand, can only evaluate one solution at a time, meaning they are more likely to get stuck in a local minimum—a sub-optimal solution that is not the global optimum. Quantum tunnelling allows quantum computers to “tunnel” through barriers and explore multiple solutions simultaneously, meaning they are less likely to get stuck in local minima and more likely to find the true optimum solution.

Because quantum computers are able to process vast amounts of data simultaneously, they can solve certain problems much faster than classical computers. For example, a quantum computer could easily factor large numbers—a task that would take a classical computer years, if not centuries, to complete. This could have huge implications for data security, as current encryption methods are based on the fact that it is so computationally intensive to factor large numbers. If a quantum computer were able to do it quickly and easily, current encryption methods would become useless overnight.

### What tasks will quantum computers be used for?

While scientists are still working on developing a fully functional quantum computer, early indications are that quantum computers will be particularly well-suited for tasks such as machine learning, encryption, and big data. In this blog post, we will explore each of these areas in more depth and discuss how quantum computers could potentially revolutionize them.

Quantum advantage is an important milestone on the road to developing practical, large-scale quantum computers. Achieving quantum advantage requires both hardware and software that are specifically designed to exploit the features of quantum mechanics. Much of the focus in the field of quantum computing has been on developing these hardware and software platforms. Once achieved, quantum advantage will enable quantum computers to solve certain types problems more effectively than classical computers.

## Quantum Supremacy vs Quantum Advantage

What Is Quantum Supremacy? Quantum supremacy is the point at which a quantum computer can perform a calculation that classical computers cannot. This milestone was first predicted by theoretical physicist John Preskill in 2012, who described it as “the pileup of evidence that quantum computational resources are superior to classical computational resources.” In other words, quantum computers can do things that classical computers simply cannot.

### Why Is Quantum Supremacy Important?

The achievement of quantum supremacy is important because it demonstrates that quantum computers can outperform classical computers at certain tasks. This is a major step forward in the development of quantum computing, and it paves the way for even more advanced machines in the future. In addition, quantum supremacy is seen as a proof of concept for other important applications of quantum computing, such as simulation and machine learning.

### Quantum Supremacy and Quantum Advantage

In summary, these two terms are often confused, or used in the same context. The key difference being quantum advantage indicates that a quantum computer is capable of performing a task better than a classical computer. Where quantum supremacy indicates that for the same task, a classical computer will never be able to complete it.