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AI Innovation with Quantum Computing Principles, 'Quantum AI'
To understand Quantum AI, one must first know what a quantum computer is. While conventional computers process information using binary code (0s and 1s), quantum computers utilize the phenomenon of 'quantum superposition,' which can represent both 0 and 1 simultaneously. It's like a coin spinning in the air, having both heads and tails at the same time.
Bechade explained, "In simple terms, Quantum AI is an advanced mathematical method that helps learn better with less data." He emphasized the advantages of Quantum AI, stating, "Quantum not only enhances AI's learning capabilities but also strengthens data privacy (the right to personal information)."
The core of the Quantum AI being developed by Anzaetek is 'Quantum Federated Learning (QFL).' This technology allows multiple institutions to train AI models jointly without directly sharing their data.
"Hospitals or financial institutions fundamentally find it difficult to share raw data," he explained. "Our goal is to develop a quantum federated AI model that enables federated learning between institutions without extracting raw data externally."
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"We can expect high performance in the rare disease area, where data aggregation is challenging, and it can bring groundbreaking changes in solving uncommon but important issues such as credit, financial fraud, and insurance modeling with very little data," he emphasized.
Currently, Anzaetek is focusing on two main platforms. The first is the software 'QFL Explorer,' scheduled for release in December. This program allows hospitals to train AI together without sharing patient information. It combines quantum computing technology with privacy protection features.
The second is the next-generation platform 'Sqetch,' which is more advanced. It can process various forms of data such as images, voice waves, and text, encrypting all data during processing. Like performing calculations inside a sealed box, even the operator of the quantum computer cannot see the original data, only the final result. This platform is being developed with a focus on information protection throughout the entire data processing process.
Bechade emphasized, "In particular, in the case of acute nephritis, the use of early prediction models is very useful for treatment and prognosis," adding, "It is meaningful that hospitals can predict the possibility of acute kidney disease in patients early without moving patient records."
Meanwhile, Anzaetek is currently collaborating with the AI Center at Seoul National University Bundang Hospital for product development. The Medical Artificial Intelligence Center at Seoul National University Bundang Hospital, established in 2020, is a major domestic medical AI dedicated institution conducting research and development to apply AI technology in the medical field for diagnosis, treatment, prevention, and improvement of medical services.
Collaboration with IBM, a Strong Player in the Quantum Computing Field
Meanwhile, Anzaetek has been selected for a global collaboration program operated by SeoulTech and is collaborating with IBM, a global leader in the quantum computing industry. Through this, Anzaetek has gained access to the IBM quantum computer system introduced at Yonsei University.
Bechade stated, "Through this collaboration program, we were able to more efficiently organize how to explain our technology to the general public and achieve results such as creating a more detailed checklist related to security and compliance," adding, "Thanks to this, our message has become clearer, meetings with decision-makers who could become customers have become easier, and the time from prototype to actual pilot operation has been shortened."
In contrast, "Anzaetek is a company that develops industry-specific software for healthcare and finance," he emphasized, "We provide solutions that enable collaboration without sharing raw data through technologies such as federated learning, confidential computer authentication, and blind-style computing." While large companies build big ecosystems, Anzaetek is a company that provides practical means of technology utilization within them.
"Practical Means to Respond to the Quantum Era"
Regarding future plans, he stated, "Anzaetek's vision is to build trusted Quantum AI technology in fields where privacy protection is important, such as hospitals and finance."
Specifically, they plan to participate in the QTML (Quantum Technology Machine Learning) conference in November this year to present research results on the topic "Tailor-Made Embeddings for Quantum Machine Learning." Through this presentation, Anzaetek plans to actually demonstrate technology that efficiently processes large-scale image data with quantum computers.
Additionally, they plan to launch a federated learning system based on a Trusted Execution Environment (TEE) computer system with enhanced security within the next 12 months. He added, "We hope that Anzaetek's software can be practically utilized in various fields in the upcoming quantum era."
While quantum computing is still in its early stages, Anzaetek is attempting to solve data privacy issues in the healthcare and finance sectors with a realistic and practical approach. Their journey, challenging global Quantum AI technology innovation based on diverse experiences accumulated in the market, is noteworthy.
IT Donga Reporter Kim Young-woo (pengo@itdonga.com)
AI-translated with ChatGPT. Provided as is; original Korean text prevails.
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