8 Dec 2022| O-Trim
Recent trends in Quantum Computing
There is always a demand for new features and technologies, especially those related to computers and computing, that make our lives more innovative and efficient. A new generation of quantum technologies is emerging, ultimately improving computing power efficiency.
This dramatically increases the speed at which essential tasks are completed. And with new quantum physics, the laws of physics are evolving at the same time. Humans have experimented a great deal with machines, thought of new laws of physics, and implemented this quantum computing into the real world.
These quantum computers aren’t like giant rocket science; they’re more like conventional computers with a few new additions. Quantum computers consist of everything classical computers have, but with the addition of some features related to quantum physics.
Quantum computing is already with us in its initial form. But just as classic computers migrated from labs and big companies to businesses and homes of all sizes in the 1970s and the 1980s, they could become mainstream in the next 5-10 years.
However, with the significant advances in what computers can do, many new problems must be faced, primarily related to computer threats to security and encryption. Others believe that quantum computers may need to be more practical, given their complexity and the limited number of tasks in which they have been proven to outperform classical computing techniques.
Several technological breakthroughs and a significant increase in investment have fueled interest in quantum computing. To get a more comprehensive picture of the current state of quantum computing, a quantitative survey was recently conducted along with a comprehensive study on over 300 technologists from various industries.
The results of both research components were evaluated through four lenses: general temperature, industry, private equity, and quantum computing use cases to understand the evolution from hype to game changer.
Today, the various use cases of quantum computing are profoundly changing how the industry operates. Quantum simulation, quantum machine learning, and quantum-inspired computing have generated a lot of buzz and interest and now have industrial applications.
It’s no surprise that quantum computing, communications, and sensing generate venture capital funds, government involvement, large companies’ R&D investments, and many startups. Let’s look into the latest quantum computing trends and predictions for 2023 and beyond.
Below is a list of the top five quantum computing trends to watch in 2023:
Before developing a quantum algorithm with provable super-polynomial acceleration, the most challenging task is to build a reasonably error-tolerant quantum processor. Quantum computers are arguably more powerful than conventional computers, especially in critical tasks such as analyzing new battery designs and discovering new drugs.
Today, the technology giant is working on manufacturing fault-tolerant/error-tolerant computers that use proprietary superconducting circuitry specifically designed for this market.
The threat that quantum computing poses to machine learning-based deep models are being studied as the amount and complexity of data increase. Quantum computing offers one of the best predictions for quantum computing in the specific context of cybersecurity.
Machine learning algorithms are 10x faster, more time, and more energy-efficient, thanks to the evolving science of quantum Mechanical Learning. This could improve algorithms to detect and resist cutting-edge cyberattack techniques.
In cyber security, a revolution is predicted for quantum computing. Scientists believe that using current cryptographic techniques in combination with quantum computing will undoubtedly threaten the cybersecurity of the computing sector. In recent years, scientists have put a lot of effort into creating “quantum-safe” cryptography.
One of the well-known quantum computing predictions that could undermine public-key cryptography, especially the RSA scheme, relates to the $4 trillion e-commerce market. The difficulty of computing the product of two prime numbers is the basis of RSA.
Conventional systems would take trillions of years to crack RSA encryption, while a quantum computer with about 4,000 perfect qubits could beat RSA in a few seconds.
This is one of the most important predictions of quantum computing and the cornerstone of cryptography. Companies like Quantum Dice and ID Quantique use quantum optics to generate truly random numbers.
Intended to improve upon traditional algorithm-based random number generator methods, this is usually called a pseudo-random number generator. This is because it has no genuine randomness and can be vulnerable to hacking.
One of the best quantum computer forecasts is a set of long-term weather forecasts improved by quantum computers that can process much more data efficiently than conventional intelligent computers.
The benefits are immense and extend far beyond personal planning and comfort. To increase productivity, QC can improve weather-affected industries, especially agriculture, transportation, and infrastructure construction. Quantum computers can generate better information to make better decisions and allocate resources to these areas to succeed in the technology market.
Quantum AI is much faster and more potent than current methods, helping solve the prevailing problems in the autonomous sector. The automotive industry has followed these developments since quantum computing offered computational improvements that could improve the capabilities of the entire value chain.
Several OEMs and Tier 1 suppliers have already started their investigations on the ability of quantum computing to solve several existing problems, such as route optimization, fuel cell optimization, and issues related to material durability.
Quantum computing has the potential to revolutionize industries such as finance, pharmaceuticals, AI, and automotive in the next few years, fundamentally changing the world around us.
The value of quantum computers comes from the quantifiable way they work. In the future, QC technology has the potential to transform many things, such as communications, cryptography, and computers.
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