MicroCloud Hologram Inc. Researches a Full-Cycle Feasible Path for Achieving Quantum Computing Advantage in the Short Term
MicroCloud Hologram (NASDAQ: HOLO) on Oct 13, 2025 proposed a short-term, full-cycle path toward practical quantum computing advantage centered on multi-QPU circuit knitting, error suppression/mitigation, and heuristic algorithms with asymptotic speedup. The company advocates a quantum-centric supercomputing architecture that tightly integrates quantum and classical processors to assign quantum-computable tasks to QPUs and classical tasks to CPUs. HOLO said future software must automate compilation, algorithm design, and user interfaces to deliver a "frictionless" experience and broaden real-world use cases. The release also states plans to invest over $400 million across quantum computing, quantum holography, blockchain, AI, and AR development.
MicroCloud Hologram (NASDAQ: HOLO) il 13 ottobre 2025 ha proposto un percorso a breve termine, ciclo completo verso un vantaggio pratico nel calcolo quantistico centrato su tessitura di circuiti multi-QPU, riduzione/mitigazione degli errori e algoritmi euristici con velocità asintotica. L'azienda sostiene un'architettura di supercalcolo quantistico che integra strettamente processori quantistici e classici per assegnare compiti calcolabili quantisticamente ai QPU e compiti classici alle CPU. HOLO ha detto che il software futuro deve automatizzare la compilazione, la progettazione di algoritmi e le interfacce utente per offrire una comprovata esperienza "senza attriti" e ampliare i casi d'uso nel mondo reale. Il comunicato afferma anche piani di investire oltre 400 milioni di dollari in computing quantistico, olografia quantistica, blockchain, IA e sviluppo AR.
MicroCloud Hologram (NASDAQ: HOLO) el 13 de octubre de 2025 propuso un camino a corto plazo y de ciclo completo hacia una ventaja práctica en la computación cuántica centrado en tejido de circuitos multi-QPU, supresión/mitigación de errores y algoritmos heurísticos con velocidad asintótica. La empresa aboga por una arquitectura de supercomputación cuántica que integra de forma estrecha procesadores cuánticos y clásicos para asignar tareas cuánticas a los QPU y tareas clásicas a las CPUs. HOLO dijo que el software futuro debe automatizar la compilación, el diseño de algoritmos y las interfaces de usuario para ofrecer una experiencia 'sin fricciones' y ampliar los casos de uso en el mundo real. El comunicado también señala planes de invertir más de 400 millones de dólares en computación cuántica, holografía cuántica, blockchain, IA y desarrollo de AR.
MicroCloud Hologram (NASDAQ: HOLO)는 2025년 10월 13일, 실용적 양자 컴퓨팅 이점을 목표로 한 짧은 기간의 전체 사이클 경로를 제시했습니다. 이 경로는 다중 QPU 회로 편성, 오류 억제/완화, 비상대적 속도를 가진 휴리스틱 알고리즘에 중점을 둡니다. 회사는 양자-중심의 초컴퓨팅 아키텍처를 옹호하며 양자 프로세서와 고전 프로세서를 긴밀히 통합하여 양자 계산 가능 작업은 QPU에, 고전 작업은 CPU에 할당합니다. HOLO는 향후 소프트웨어가 컴파일 자동화, 알고리즘 설계, 사용자 인터페이스를 자동화해야 한다고 말하며, ‘마찰 없는’ 경험을 제공하고 실제 사용 사례를 확장해야 한다고 밝혔습니다. 또한 발표에는 양자 컴퓨팅, 양자 홀로그램, 블록체인, AI 및 AR 개발에 4억 달러를 초과하는 투자 계획이 포함되어 있습니다.
MicroCloud Hologram (NASDAQ : HOLO) le 13 octobre 2025 a proposé une voie à court terme, cycles complets vers un avantage pratique en informatique quantique axée sur le chaînage de circuits multi-QPU, la suppression/mitigation des erreurs et des algorithmes heuristiques avec une accélération asymptotique. L'entreprise préconise une architecture de superinformatique quantique qui intègre étroitement processeurs quantiques et classiques pour attribuer les tâches calculables quantiquement aux QPU et les tâches classiques aux CPU. HOLO a déclaré que les futurs logiciels doivent automatiser la compilation, la conception d'algorithmes et les interfaces utilisateurs pour offrir une expérience « sans friction » et élargir les cas d'utilisation réels. Le communiqué indique également des plans d'investir plus de 400 millions de dollars dans l'informatique quantique, l'holographie quantique, la blockchain, l'IA et le développement AR.
MicroCloud Hologram (NASDAQ: HOLO) schlug am 13. Oktober 2025 einen kurzfristigen, vollständigen Zyklusweg zu einem praktischen Nutzen der Quantencomputing vor, der sich auf multi-QPU-Schaltungsverkettung, Fehlerunterdrückung/-minderung und heuristische Algorithmen mit asymptotischer Geschwindigkeit konzentriert. Das Unternehmen befürwortet eine quantenzentrierte Supercomputing-Architektur, die Quanten- und klassische Prozessoren eng integriert, um quantenberechenbare Aufgaben QPUs und klassische Aufgaben CPUs zuzuweisen. HOLO sagte, dass zukünftige Software die Kompilierung, Algorithmusdesign und Benutzeroberflächen automatisieren muss, um eine „friktionslose“ Erfahrung zu liefern und reale Anwendungsfälle zu erweitern. Die Mitteilung nennt auch Pläne, über 400 Millionen Dollar in Quantencomputing, Quantenholografie, Blockchain, KI und AR-Entwicklung zu investieren.
MicroCloud Hologram (NASDAQ: HOLO) في 13 أكتوبر 2025 اقترحت مساراً قصير الأجل بدورة كاملة نحو ميزة عملية في الحوسبة الكمّية مركّزاً على نسج دوائر متعددة وحدات QPU، إسكات/تخفيف الأخطاء، و خوارزميات إرشادية ذات تسارع أسّي. تدعو الشركة إلى بنية حوسبة كمّية-محورية تربط المعالجات الكمّية والكلاسيكية بشكل وثيق لتعيين المهام القابلة للحوسبة كمّياً إلى QPU والمهام الكلاسيكية إلى CPUs. قالت HOLO إن البرمجيات المستقبلية يجب أن تؤتمت التجميع، تصميم الخوارزميات، وواجهات المستخدم لتوفير تجربة خالية من الاحتكاك وتوسيع حالات الاستخدام الواقعية. كما يشير البيان إلى خطط لاستثمار أكثر من 400 مليون دولار في الحوسبة الكمّية، والهولوغرافي الكمّي، والبلوك تشين، والذكاء الاصطناعي، وتطوير الواقع المعزز.
MicroCloud Hologram (NASDAQ: HOLO) 于 2025 年 10 月 13 日提出了一条面向在 多-QPU 电路拼接、误差抑制/缓解以及 渐近加速的启发式算法 的短期、全周期路径，以实现量子计算的实际优势。该公司倡导一个 量子中心化的超算 架构，将量子处理器与经典处理器紧密集成，将量子可计算任务分配给 QPU，经典任务分配给 CPU。HOLO 表示，未来的软件必须自动化编译、算法设计和用户界面，以提供“无摩擦”的体验并扩展现实世界的用例。公告还表示计划在量子计算、量子全息、区块链、人工智能和 AR 开发等领域投资 超过 4 亿美元。
- Plans to invest >$400 million in cutting-edge tech
- Proposes quantum-centric supercomputing architecture
- Advocates multi-QPU circuit knitting for larger tasks
- Forward-looking statements subject to unspecified risks
Insights
HOLO outlines a short-term, engineering-led path to scale quantum workloads via multi‑QPU integration, error techniques, and heuristic algorithms.
HOLO describes a technical approach that combines three explicit elements: aggregation of multiple quantum processing units using "circuit knitting" to stitch subcircuits together, application of error suppression and error mitigation techniques, and adoption of heuristic algorithms that the company states exhibit asymptotic speedup. The release also proposes a "quantum-centric supercomputing" architecture that increases coupling between quantum and classical processors and a stated planned investment of
The plan's business mechanism is engineering-first: increase usable quantum problem size by parallelizing smaller QPUs, improve output quality with suppression/mitigation, and rely on heuristics to deliver useful near-term results. The main dependencies are hardware maturity, effective multi‑QPU interfaces, and software automation; the company acknowledges these as complexity drivers and discloses forward-looking risk language. Concrete items to watch from the release are execution against the declared
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
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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