As breakthroughs in Artificial Intelligence revolutionize our notions of computing and intelligent devices rapidly become commonplace, quantum algorithms can make AI better and more powerful. Quantum machine learning will create the world’s most powerful intelligent systems.
Quantum software is an inescapable paradigm that will transform industries. Business-oriented quantum technologies can transform, accelerate and lower the cost of the discovery and analysis process, offering a natural way for designing materials, molecules or drugs to imbue them with specific properties.
Quantum computing applications in finance promise far-reaching capabilities. Applications will include accelerating complex pricing models that factor in numerous outcomes and variables changing over time: portfolio optimization, algorithmic trading, and quantum machine learning for fraud detection.
Optimization lies at the core of some of the world’s most challenging problems. Quantum computers can revolutionize optimization algorithms by introducing powerful sampling methods currently not available. By exploiting the principles of superposition and interference, quantum computers can speed up the rate at which the landscape of available solutions is explored significantly faster.
Quantum sensing is a way of probing our surroundings and gathering information with the help of quantum photonics. The unique properties of quantum mechanics enable us to achieve this goal with a speed or precision classical signals can never achieve. Quantum sensing, combined with quantum machine learning techniques, has the potential to make autonomous cars safer or more accurately scanning precious biological or chemical samples.