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Why IonQ’s Quantum-Enhanced Applications Mark a Major Step Forward for AI – Wall Street Pit [United States]
Author: Avi Eberstein | Source: Wall Street Pit | Read the full article in English
IonQ, a pioneering quantum computing company, is making exciting progress in combining quantum technology with artificial intelligence (AI). Their innovative approach aims to solve complex problems more effectively by blending quantum and traditional computing methods. By adding a quantum layer to existing AI tools, they're exploring ways to improve performance, especially in scenarios with limited data.
In one breakthrough, IonQ enhanced a large language model by using a special quantum circuit to fine-tune its ability to understand sentence sentiment. Their hybrid approach showed more accuracy compared to traditional methods, with performance improving as they increased the number of quantum bits, or qubits. Researchers predict that for larger problems, this quantum method could potentially save significant energy compared to conventional AI models.
The company is also demonstrating practical applications in various fields, such as creating synthetic images of rare events in material science. This is particularly valuable when real data is hard to obtain, like identifying unusual material defects. IonQ's goal is to develop quantum computing solutions that businesses can quickly adopt, potentially transforming technology in industries like healthcare, manufacturing, and tech by creating more efficient and precise AI tools.