MicroCloud Hologram Inc. Launches Q-DPC Accelerator: Quantum-Empowered Density Peak Clustering's Strategy Evaluation Performance Leap Solution

Rhea-AI Summary

MicroCloud Hologram (NASDAQ: HOLO) on January 2, 2026 launched Q-DPC Accelerator, a quantum-enhanced density peak clustering tool for strategy evaluation that combines quantum-assisted data preprocessing, quantum density peak clustering, and quantum-accelerated strategy matching.

The release highlights faster, more accurate clustering and rapid matching in large, complex strategy sets and says the company has cash reserves exceeding 3 billion RMB and plans to invest more than $400 million from those reserves into blockchain, quantum computing, quantum holography, and related AI/AR technologies.

Positive

• Launched Q-DPC Accelerator for quantum-enhanced strategy evaluation
• Cash reserves reported at >3 billion RMB
• Planned investment of more than $400 million into quantum/blockchain/AI areas

Negative

• Plans to deploy >$400 million from cash reserves for new technology initiatives

Key Figures

Cash reserves over 3 billion RMB Company cash position referenced in Q-DPC Accelerator release

Planned investment more than 400 million USD Intended spending from cash reserves on blockchain and quantum-related R&D

Market Reality Check

$2.77 Last Close

Volume Volume 732,971 is 35% above the 20-day average of 541,101. normal

Technical Trading below 200-day MA, which is at 7.79 versus price at 2.64.

Peers on Argus 1 Up 1 Down

HOLO fell 5.38% while close peers showed mixed moves, from -5.65% (WBX) to +7.78% (LINK), suggesting stock-specific factors rather than a broad sector trend.

Historical Context

Date	Event	Sentiment	Move	Catalyst
Dec 22	Quantum simulation framework	Positive	+2.7%	FPGA-based quantum computing simulation framework using serial-parallel architecture.
Dec 18	Quantum 3D reconstruction	Positive	-1.4%	Quantum-enhanced deep CNN 3D image reconstruction system across six core modules.
Dec 04	Quantum 3D model system	Positive	+4.3%	Quantum-driven 3D intelligent model integrating quantum computing and AI subsystems.
Nov 20	Quantum synchronization concept	Positive	-2.3%	New "quantum degree" measure for synchronization in quantum systems with experiments.
Nov 17	Quantum big data system	Positive	+2.9%	Quantum-empowered real-time big data computing architecture with performance gains.

Pattern Detected

Quantum/technology R&D announcements often led to modest price moves, with a mix of aligned gains and occasional selloffs on positive news.

Recent Company History

Over the past months, MicroCloud Hologram issued several quantum-focused R&D updates. On Nov 17 and Dec 4, launches of quantum big data and 3D intelligent model systems saw 24h moves of +2.91% and +4.27%. The Dec 22 FPGA quantum simulation framework and other quantum innovations typically highlighted cash reserves above 3 billion RMB and plans to invest over $400 million in frontier tech. Today’s Q-DPC Accelerator launch continues this pattern of quantum-driven product development.

Market Pulse Summary

This announcement details HOLO’s Q-DPC Accelerator, a quantum-enhanced density peak clustering tool aimed at improving strategy evaluation efficiency. It adds to a series of quantum-focused product developments and reiterates cash reserves above 3 billion RMB with plans to invest over 400 million USD in frontier technologies. Investors may watch how these tools translate into commercial adoption, revenue impact, and follow-on disclosures in future filings or technical updates.

Key Terms

quantum computing technical

"through quantum computing technology, significantly reducing the complexity"

Quantum computing is a type of advanced technology that uses the principles of quantum physics to perform calculations much faster than traditional computers. It can process vast amounts of information simultaneously, potentially solving complex problems that are currently impossible or take too long with regular computers. For investors, this technology could lead to breakthroughs in areas like cryptography, data analysis, and optimization, impacting financial markets and security systems.

LiDAR technical

"holographic light detection and ranging (LiDAR) solutions based on holographic"

Lidar, which stands for Light Detection and Ranging, is a technology that uses laser beams to create detailed, three-dimensional maps of the environment. It works like a sophisticated eye that measures distances by bouncing light off objects, helping machines see and understand their surroundings. For investors, lidar is important because it enables advancements in autonomous vehicles, robotics, and mapping, which can drive innovation and growth in related industries.

digital twin technical

"also provides holographic digital twin technology services and owns proprietary"

A digital twin is a live virtual replica of a physical asset, process, or system that mirrors real-world behavior using data and models so users can test changes, predict problems, and measure performance without touching the real thing. For investors, digital twins matter because they can lower maintenance costs, speed product development, improve uptime and reliability, and make future cash flows and risks easier to forecast — like using a flight simulator to safely train and tune a real airplane.

ADAS technical

"providing services to customers offering holographic advanced driving assistance systems (ADAS)"

Advanced Driver Assistance Systems (ADAS) are electronic systems in vehicles that assist the driver with safety tasks. Examples include automatic emergency braking, lane keeping assist, and adaptive cruise control. These systems use sensors and cameras to improve vehicle safety.

quantum holography technical

"focuses on developments such as quantum computing and quantum holography, with"

Quantum holography is a cutting-edge scientific concept that explores how information about a complex system can be stored and retrieved from its smallest parts, similar to how a hologram encodes a three-dimensional image in a flat surface. For investors, understanding this idea highlights potential breakthroughs in data processing and security, which could influence future technologies and markets by enabling more advanced ways to handle information securely and efficiently.

access control technical

"collaboration with other access control technologies and rule engines to"

Access control is the process of deciding who can see, use, or change certain information or resources. It acts like a security gate that restricts entry to authorized individuals only, helping protect valuable data and assets. For investors, effective access control reduces the risk of theft, fraud, or mistakes, ensuring that sensitive information remains secure and only trusted people can make important decisions.

AI-generated analysis. Not financial advice.

SHENZHEN, China, Jan. 2, 2026 /PRNewswire/ -- MicroCloud Hologram Inc. (NASDAQ: HOLO), ("HOLO" or the "Company"), a technology service provider, launched Q-DPC Accelerator, which is an innovative tool that relies on the quantum-enhanced density peak clustering algorithm to improve strategy evaluation efficiency. The quantum-reinforced density peak clustering strategy set grouping method proposed by HOLO accurately identifies the clustering structure in the strategy set through quantum computing technology, significantly reducing the complexity of strategy evaluation. The overall architecture and operational process of Q-DPC Accelerator cover core links such as quantum-assisted data preprocessing, quantum density peak clustering, quantum-accelerated strategy matching, and performance evaluation.

As a strategy evaluation tool relying on the quantum-enhanced density peak clustering algorithm, HOLO's Q-DPC Accelerator possesses three core functions: strategy set preprocessing, quantum clustering grouping, and intelligent strategy matching. The collaborative operation of these functions can significantly improve the efficiency and accuracy of strategy evaluation. Among them, the strategy set preprocessing stage completes data preparation work before evaluation, through steps such as quantum data cleaning, quantum feature extraction, and quantum data conversion, making the strategy data more adapted to density peak clustering analysis. The data cleaning stage removes redundant, incomplete, or erroneous strategy information, ensuring the accuracy and consistency of the data and avoiding impacts on evaluation results; the feature extraction stage extracts key features such as user roles, resource types, and operation permissions from the strategy set, providing support for subsequent clustering operations; the data conversion stage converts the strategy set into vector, matrix, and other data formats suitable for processing by the quantum density peak clustering algorithm. The quantum clustering grouping stage uses the quantum-enhanced density peak clustering algorithm to group the strategy set, evaluating the density and distance relationships between strategies through quantum computing, precisely identifying the clustering structure, determining peak points, and dividing the strategies into different clusters. This grouping method decomposes the massive and complex strategy set into small subsets with similar features, significantly reducing the time cost and computational complexity of the evaluation process.

The intelligent strategy matching stage utilizes quantum clustering results to achieve rapid matching. When an access request is initiated, Q-DPC Accelerator compares and analyzes the request information with the pre-generated strategy clusters, quickly determining the strategy set that meets the request by precisely searching for the most matching strategy within each cluster. This quantum clustering-based matching method not only significantly improves matching speed but also ensures result accuracy. In addition, Q-DPC Accelerator can be used in collaboration with other access control technologies and rule engines to further optimize the matching process, ensuring the system's security and compliance.

HOLO's Q-DPC Accelerator, through the collaborative operation of its three core functions, provides enterprises with efficient and precise strategy evaluation solutions. This tool, relying on the deep integration of the quantum-enhanced density peak clustering algorithm and strategy clustering structure, achieves rapid matching in large-scale complex strategy set scenarios, effectively reducing the time cost and computational complexity of the evaluation process, and significantly improving system operational efficiency. As an innovative achievement combining quantum technology and density peak clustering algorithm, Q-DPC Accelerator has broad application value in various industry fields, helping enterprises build robust security protection systems to cope with increasingly severe security challenges. With the continuous development of quantum computing technology and the continuous improvement of the tool, Q-DPC Accelerator will further enhance the performance and accuracy of strategy evaluation, providing more reliable protection for enterprise data resource security.

About MicroCloud Hologram Inc.

MicroCloud Hologram Inc. (NASDAQ: HOLO) is committed to the research and development and application of holographic technology. Its holographic technology services include holographic light detection and ranging (LiDAR) solutions based on holographic technology, holographic LiDAR point cloud algorithm architecture design, technical holographic imaging solutions, holographic LiDAR sensor chip design, and holographic vehicle intelligent vision technology, providing services to customers offering holographic advanced driving assistance systems (ADAS). MicroCloud Hologram Inc. provides holographic technology services to global customers. MicroCloud Hologram Inc. also provides holographic digital twin technology services and owns proprietary holographic digital twin technology resource libraries. Its holographic digital twin technology resource library utilizes a combination of holographic digital twin software, digital content, space data-driven data science, holographic digital cloud algorithms, and holographic 3D capture technology to capture shapes and objects in 3D holographic form. MicroCloud Hologram Inc. focuses on developments such as quantum computing and quantum holography, with cash reserves exceeding 3 billion RMB, and plans to invest more than 400 million in USD from the cash reserves to engage in blockchain development, quantum computing technology development, quantum holography technology development, and derivatives and technology development in frontier technology fields such as artificial intelligence AR. MicroCloud Hologram Inc.'s goal is to become a global leading quantum holography and quantum computing technology company.

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.

 

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SOURCE MicroCloud Hologram Inc.

FAQ

What is HOLO's Q-DPC Accelerator announced January 2, 2026?

Q-DPC Accelerator is a quantum-enhanced density peak clustering tool for strategy evaluation that includes quantum preprocessing, quantum clustering, and quantum-accelerated strategy matching.

How does Q-DPC Accelerator improve strategy evaluation for HOLO (HOLO)?

The tool uses quantum-assisted data cleaning and feature extraction plus quantum density peak clustering to decompose large strategy sets into clusters for faster, more accurate matching.

What cash position did MicroCloud Hologram report when announcing Q-DPC Accelerator?

The company reported cash reserves exceeding 3 billion RMB.

How much does HOLO plan to invest in quantum and related technologies in 2026?

HOLO plans to invest more than $400 million from its cash reserves into blockchain, quantum computing, quantum holography, and AI/AR development.

Which core functions does HOLO say Q-DPC Accelerator provides?

HOLO lists three core functions: strategy set preprocessing, quantum clustering grouping, and intelligent strategy matching.

What industries or use cases does HOLO claim Q-DPC Accelerator can serve?

The company states the accelerator has broad application value across industries for building security protection systems and improving enterprise strategy-evaluation efficiency.