MicroCloud Hologram Inc. Researches a Full-Cycle Feasible Path for Achieving Quantum Computing Advantage in the Short Term

By: MicroCloud Hologram Inc. via GlobeNewswire

October 13, 2025 at 08:00 AM EDT

SHENZHEN, China, Oct. 13, 2025 (GLOBE NEWSWIRE) -- MicroCloud Hologram Inc. (NASDAQ: HOLO), (“HOLO” or the "Company"), a technology service provider, proposed a feasible path for achieving computational advantages in the short term, centered around three core aspects: the collaborative utilization of QPUs, error control, and algorithm optimization.

First, by combining multiple QPUs through circuit knitting technology, it is possible to overcome the limitations of a single QPU in terms of qubit count and computational capacity, enabling larger-scale quantum computing tasks. Circuit knitting technology can decompose complex quantum circuits into multiple sub-circuits, which are then distributed to different QPUs for parallel processing. The computational results from each QPU are subsequently integrated through specific interface technologies to form a complete solution. Second, the application of error suppression and mitigation techniques can reduce the impact of errors on computational results under existing hardware conditions. Error suppression reduces error occurrence by optimizing quantum gate operations and improving qubit coherence, while error mitigation corrects errors that have already occurred through classical post-processing using statistical methods, thereby enhancing the quality of the solution. Finally, focusing on heuristic quantum algorithm versions with asymptotic speedup enables efficient solutions to practical problems under the constraints of current quantum hardware. Although heuristic algorithms do not guarantee finding the optimal solution, they can find near-optimal solutions within a reasonable time frame, and their asymptotic speedup characteristic ensures that their advantages over classical algorithms become increasingly evident as problem scale grows, making them suitable for practical applications in the short term.

To achieve the aforementioned short-term goals and lay the foundation for long-term development, HOLO proposes the need to build a "quantum-centric supercomputing" architecture, the core of which lies in achieving seamless integration between quantum processors and classical processors. In traditional computing architectures, classical processors hold the dominant position, with quantum processors often serving as auxiliary tools, and there are clear boundaries in data interaction and task scheduling between the two, making it difficult to fully leverage the performance of quantum processors. In contrast, the quantum-centric supercomputing architecture redefines the relationship between the two, assigning quantum-computable portions to quantum processors and classical-computable portions to classical processors based on the characteristics of the computing tasks, thereby forming a collaborative working mode.

As quantum computing hardware continues to upgrade, the system's complexity also increases accordingly, including qubit manipulation, the implementation of quantum error correction, multi-QPU collaboration, and so on; these complexities pose significant barriers to users in utilizing quantum computing technology. Future quantum computing software needs to possess higher levels of automation and intelligence, by optimizing algorithm design, developing efficient compilation tools, and building user-friendly interfaces, to hide the underlying technical details, allowing users to conveniently invoke quantum computing resources just like using classical computers without needing to deeply understand the principles of quantum computing. The "frictionless" user experience proposed by HOLO can greatly lower the application threshold for quantum computing, promote the popularization of quantum computing technology in more fields, and achieve "ubiquitous" application scenarios, such as financial institutions using quantum computing for risk analysis, medical institutions using quantum computing to accelerate drug development, and so on, enabling quantum computing to truly integrate into daily life and the development of various industries.

About MicroCloud Hologram Inc.

MicroCloud is committed to providing leading holographic technology services to its customers worldwide. MicroCloud’s holographic technology services include high-precision holographic light detection and ranging (“LiDAR”) solutions, based on holographic technology, exclusive holographic LiDAR point cloud algorithms architecture design, breakthrough technical holographic imaging solutions, holographic LiDAR sensor chip design and holographic vehicle intelligent vision technology to service customers that provide reliable holographic advanced driver assistance systems (“ADAS”). MicroCloud also provides holographic digital twin technology services for customers and has built a proprietary holographic digital twin technology resource library. MicroCloud’s holographic digital twin technology resource library captures shapes and objects in 3D holographic form by utilizing a combination of MicroCloud’s holographic digital twin software, digital content, spatial data-driven data science, holographic digital cloud algorithm, and holographic 3D capture technology. MicroCloud focuses on the development of quantum computing and quantum holography, and plans to invest over $400 million in cutting-edge technology sectors, including Bitcoin-related blockchain development, quantum computing technology development, quantum holography development, and the development of derivatives and technologies in artificial intelligence and augmented reality (AR).

For more information, please visit http://ir.mcholo.com/

Safe Harbor Statement

This press release contains forward-looking statements as defined by the Private Securities Litigation Reform Act of 1995. Forward-looking statements include statements concerning plans, objectives, goals, strategies, future events or performance, and underlying assumptions and other statements that are other than statements of historical facts. When the Company uses words such as "may," "will," "intend," "should," "believe," "expect," "anticipate," "project," "estimate," or similar expressions that do not relate solely to historical matters, it is making forward-looking statements. Forward-looking statements are not guarantees of future performance and involve risks and uncertainties that may cause the actual results to differ materially from the Company's expectations discussed in the forward-looking statements. These statements are subject to uncertainties and risks including, but not limited to, the following: the Company's goals and strategies; the Company's future business development; product and service demand and acceptance; changes in technology; economic conditions; reputation and brand; the impact of competition and pricing; government regulations; fluctuations in general economic; financial condition and results of operations; the expected growth of the holographic industry and business conditions in China and the international markets the Company plans to serve and assumptions underlying or related to any of the foregoing and other risks contained in reports filed by the Company with the Securities and Exchange Commission ("SEC"), including the Company's most recently filed Annual Report on Form 10-K and current report on Form 6-K and its subsequent filings. For these reasons, among others, investors are cautioned not to place undue reliance upon any forward-looking statements in this press release. Additional factors are discussed in the Company's filings with the SEC, which are available for review at www.sec.gov. The Company undertakes no obligation to publicly revise these forward-looking statements to reflect events or circumstances that arise after the date hereof.

Contacts
MicroCloud Hologram Inc.
Email: IR@mcvrar.com

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MicroCloud Hologram Inc. Researches a Full-Cycle Feasible Path for Achieving Quantum Computing Advantage in the Short Term

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