What Exactly Is Quantum Artificial Intelligence?
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QAI works by exploiting the unique properties of quantum computers, such as quantum entanglement and superposition to carry out AI / ML tasks that would be hard or impossible to execute on classical computer systems.
Quantum AI can improve outcomes in ML by improving upon tried and tested ML techniques. This will lead to improved prediction rates and pattern recognition but can also be applied for unsupervised learning, clustering, and anomaly detection.
Chemistry and materials science is another discipline where QAI techniques can be used to simulate chemical reactions and predict the properties of new materials, leading in the long run to a revolution in drug discovery development and materials discovery.
With global warming an ongoing problem, QAI applied to climate modelling will be crucial in the future, as it can more accurately predict climate change than current techniques.
Quantum AI can also be useful for solving practical optimization problems such as those found in logistics and supply chains and for processes found in manufacturing.
Besides this, Quantum AI can be beneficial for the finance sector in improving financial data, identifying trends, making predictions, risk management assessment, and fraud detection.
Another area where QAI can play an important role is in cryptography by formulating more secure encryption algorithms, which are resistant to attacks from classical computers.
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Could Quantum AI Change The Face of the World Forever?
The simple answer is yes, as rigorous QAI techniques applied to some of the fields above are life-changing in so many ways.