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AI and quantum algorithms together can compute a better world

We are in a race for quantum supremacy. Google, IBM, and researchers across the globe are working on solving the most complex of computations, computations that could only be solved by the most advanced quantum computers.

copyright by venturebeat.com

Quantum computersA quantum computer stores information by using the quantum states of subatomic particles. This technology is still in its infancy, however it has great potential, for example to increase the speed of certain calculations used in machine learning algorithms. are very similar to the computers in households today — only much more powerful. So powerful, in fact, that they can solve in milliseconds problems that would take a normal computer thousands of years to solve. For several reasons, quantum computers could prove quite beneficial with more widespread application. They could help with a multitude of complex issues, from things like creating solutions for climate change to organizing massive sets of data about health care.

Solving real-word problems

“As companies such as Microsoft, Google, and IBM continue to develop technologies such as this, dreams of quantum computing are becoming a reality,” writes Daryl Harrington for InfoWorld . “This technological innovation is not about who is the first to prove the value of quantum computing. This is about solving real-world problems for our future generations in hopes of a better world.”

In the example of the Internet of Things (IoT), where billions of devices are constantly connected, we are inundated with data. According to IBM, we create 2.5 quintillion bytes of data every day — and that number is increasing. This data is invaluable, but it is so abundant that we are unable to analyze it. Quantum computers could assist in our understanding of the data we’re generating, but only with the help of artificial intelligenceArtificial Intelligence knows many different definitions, but in general it can be defined as a machine completing complex tasks intelligently, meaning that it mirrors human intelligence and evolves with time.. “Machine , the field of that allows and Siri to parse what you say and self-driving cars to safely drive down a city street, could benefit from quantum computer-derived speedups,” writes Mark Anderson for the IEEE .

Quantum Computing and

The hybrid study of quantum computers and artificial intelligence, or quantum machine , is still in its very early stages. Many of the machine algorithmsAn algorithm is a fixed set of instructions for a computer. It can be very simple like "as long as the incoming number is smaller than 10, print "Hello World!". It can also be very complicated such as the algorithms behind self-driving cars. are still theoretical and require large-scale quantum computers to be tested. Still, the marriage between the two has already proven fruitful. How far has come? Artificial intelligence has integrated itself, in some form, in many areas of our everyday lives. From algorithms that sort our emails to machines that best us in video games, we seem to live in a world populated with smart machines.

Why do we need quantum computers when our best chess players are outmaneuvered by a machine? Why power up automation software that can run autonomous cars? While it may seem that artificial intelligence has already reached its zenith, in reality, we are far away from creating truly intelligent machines capable of solving difficult problems. […]

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