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WiMi Built an Advanced Data Structure Architecture Using Homomorphic Encryption and Federated Learning

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BEIJING, July 26, 2024 /PRNewswire/ — WiMi Hologram Cloud Inc. (NASDAQ: WIMI) (“WiMi” or the “Company”), a leading global Hologram Augmented Reality (“AR”) Technology provider, today announced that it utilized homomorphic encryption and federated learning building an advanced data structure architecture. The architecture integrates federated learning and partial homomorphic encryption, and this integration protects data privacy while enabling efficient data analysis and sharing.

Homomorphic encryption is a special encryption technique that enables computational operations to be performed in an encrypted state without decrypting the data. By utilizing homomorphic encryption, it is possible to compute and share data in an encrypted state while protecting data privacy and integrity, which is useful for some scenarios involving sensitive data. Federated learning is a distributed machine learning technique that enables model improvement by allowing multiple participants to train models on their respective local datasets without sharing the original data, and aggregating the learned parameters of these models into a global model. In data structuring, federated learning can address the issues of data privacy and data security.

WiMi’s data structure architecture based on homomorphic encryption and federated learning enables data collaboration, sharing and integration without revealing the original data content. Participants can train models and update parameters without direct access to the original data of other participants, providing an effective and reliable data fusion solution for secure sharing and analysis of big data. The architecture not only protects the privacy of data, but also improves the efficiency and accuracy of data integration. In practical application, firstly, the requirements of the data architecture need to be analyzed in detail, including data type, data size, and computational tasks. Based on the results of the demand analysis, the design objectives and functions of the data structure are determined. Then, homomorphic encryption technology is utilized to encrypt the user’s sensitive data to ensure that the data remains encrypted during the computation process. The encrypted data from the participating parties are then aggregated and computed using federated learning techniques. The federated learning process can be implemented using secure multi-party computation protocols or differential privacy techniques to ensure data privacy and accuracy of computation results.

The fusion application of homomorphic encryption and federated learning is of great significance in the data structure, which can provide efficient computation and analysis capabilities while protecting user privacy, bringing more possibilities for technology utilization in the technology industry. This application is expected to play an important role in medical and financial fields, promoting secure data sharing and innovative research, and promoting the continuous development of the big data field.

For example, in the medical field, patients’ medical data often involves personal privacy, and how to share and analyze medical data while ensuring data privacy has been a challenge for medical informatization. WiMi’s architecture provides a feasible solution for secure sharing of medical data by combining federated learning and homomorphic encryption. Hospitals and research institutes can work together to train and optimize medical models without disclosing patients’ personal information, improving the quality and efficiency of medical services. In the financial sector, financial institutions are faced with a large amount of sensitive data, such as customer identity information and transaction records. The leakage of these data may have a serious impact on the reputation of financial institutions. The data structure architecture based on homomorphic encryption and federated learning researched by WiMi can help financial institutions improve the accuracy and efficiency of their risk control models and effectively prevent financial risks by encrypting data sharing and analyzing them under the premise of ensuring data security. In addition, with the popularization of IoT devices and the development of social networks, data generation and sharing have become more and more frequent. How to realize the effective integration and utilization of data while protecting personal privacy has become an urgent problem in these fields. The data structure architecture based on homomorphic encryption and federated learning provides an effective solution to these problems.

In the future, WiMi will continue to conduct in-depth research and development of data structure architecture based on homomorphic encryption and federated learning and promote the application and popularization of such architecture in various fields. In the future, this architecture combining federated learning and homomorphic encryption will become an important development direction in the field of big data.

About WIMI Hologram Cloud

WIMI Hologram Cloud, Inc. (NASDAQ:WIMI) is a holographic cloud comprehensive technical solution provider that focuses on professional areas including holographic AR automotive HUD software, 3D holographic pulse LiDAR, head-mounted light field holographic equipment, holographic semiconductor, holographic cloud software, holographic car navigation and others. Its services and holographic AR technologies include holographic AR automotive application, 3D holographic pulse LiDAR technology, holographic vision semiconductor technology, holographic software development, holographic AR advertising technology, holographic AR entertainment technology, holographic ARSDK payment, interactive holographic communication and other holographic AR technologies.

Safe Harbor Statements

This press release contains “forward-looking statements” within the Private Securities Litigation Reform Act of 1995. These forward-looking statements can be identified by terminology such as “will,” “expects,” “anticipates,” “future,” “intends,” “plans,” “believes,” “estimates,” and similar statements. Statements that are not historical facts, including statements about the Company’s beliefs and expectations, are forward-looking statements. Among other things, the business outlook and quotations from management in this press release and the Company’s strategic and operational plans contain forward−looking statements. The Company may also make written or oral forward−looking statements in its periodic reports to the US Securities and Exchange Commission (“SEC”) on Forms 20−F and 6−K, in its annual report to shareholders, in press releases, and other written materials, and in oral statements made by its officers, directors or employees to third parties. Forward-looking statements involve inherent risks and uncertainties. Several factors could cause actual results to differ materially from those contained in any forward−looking statement, including but not limited to the following: the Company’s goals and strategies; the Company’s future business development, financial condition, and results of operations; the expected growth of the AR holographic industry; and the Company’s expectations regarding demand for and market acceptance of its products and services.

Further information regarding these and other risks is included in the Company’s annual report on Form 20-F and the current report on Form 6-K and other documents filed with the SEC. All information provided in this press release is as of the date of this press release. The Company does not undertake any obligation to update any forward-looking statement except as required under applicable laws.

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SOURCE WiMi Hologram Cloud Inc.

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HelloNation Article Highlights Sterile Compounding and Medication Safety With Insights From Compounding Pharmacist Expert Laura Temple

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July 21, 2026

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The article explains how sterile compounded medications are prepared to reduce the risk of contamination and support safe, customized treatments.

AZLE, Texas, July 21, 2026 /PRNewswire/ — What does sterile compounding mean for medication safety? HelloNation has published an article explaining how sterile compounding helps pharmacies prepare highly specialized medications while adhering to strict contamination-prevention procedures.

The article features insights from Laura Temple, Compounding Pharmacist Expert and Owner of Laura’s Pharmacy in Azle, Texas. It explains that sterile compounding is a specialized process for preparing medications in carefully controlled environments designed to reduce the risk of contamination. Sterile compounded medications are often used for injections, eye drops, IV medications, and other therapies that require the highest levels of cleanliness and precision.

The HelloNation article explains that sterile compounded medications differ from commercially manufactured drugs because they are prepared individually for a patient’s unique medical needs. Physicians may prescribe compounded prescriptions when a patient requires a customized dosage, a combination medication, or a treatment not commercially available. Because these medications often bypass the body’s natural defenses, medication safety depends on strict preparation standards throughout the compounding process.

The article describes how pharmacies that provide sterile compounding rely on cleanroom environments equipped with filtered-air systems, specialized equipment, and contamination-prevention protocols. Pharmacists and technicians follow detailed gowning, sterilization, and handwashing procedures before handling medication ingredients. These measures are designed to support medication safety by limiting exposure to bacteria, particles, and other contaminants.

According to the article, environmental monitoring also plays a critical role in sterile compounding. Temperature control, air quality testing, and routine equipment inspections help maintain consistent preparation standards. The article notes that sterile compounded medications may undergo additional quality assurance checks before being dispensed to patients. These procedures help support both treatment effectiveness and patient safety.

The HelloNation article also explains that pharmacies performing sterile compounding are expected to follow USP guidelines established for sterile preparation. These USP guidelines outline requirements for cleanroom pharmacy operations, environmental testing, employee training, and quality assurance practices. The article emphasizes that maintaining compliance with USP guidelines helps reinforce contamination prevention and consistent preparation standards for compounded prescriptions.

Patients seeking sterile compounded medications may also look for pharmacies that participate in accreditation programs or are overseen by state boards. The article explains that these programs review safety procedures, documentation practices, and facility standards to help maintain medication safety. Regular environmental monitoring and staff competency evaluations are also identified as important safeguards in sterile compounding operations.

The article further explains that communication between pharmacists, healthcare providers, and patients remains an important part of safe compounded prescriptions. Compounding pharmacists review prescriptions carefully, confirm dosing instructions, and evaluate ingredient compatibility before preparation begins. This collaborative approach supports medication safety by reducing the risk of errors and ensuring treatments meet individual patient needs.

The article concludes that sterile compounding continues to play an important role in healthcare, particularly for patients requiring customized therapies that are unavailable through traditional manufacturing channels. Whether preparing IV medications, injectable therapies, or other sterile compounded medications, pharmacies rely on contamination prevention procedures and strict preparation standards to support patient care. The article notes that understanding how sterile compounding works can help patients feel more informed about the safety measures involved in preparing specialized medications.

What Sterile Compounding Means for Medication Safety features insights from Laura Temple, a compounding pharmacist expert at Laura’s Pharmacy in Azle, Texas, on HelloNation.

About HelloNation

HelloNation is America’s Good News Network, a premier media platform built on the idea that good news travels faster when real people tell real stories. Through its community-focused publications and innovative “edvertising” approach, HelloNation delivers content that informs, inspires, and spotlights the leaders making a meaningful impact in their communities.

View original content to download multimedia:https://www.prnewswire.com/news-releases/hellonation-article-highlights-sterile-compounding-and-medication-safety-with-insights-from-compounding-pharmacist-expert-laura-temple-302831275.html

SOURCE HelloNation

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CIOs Forced to Rethink Manual Compliance Processes as Regulatory Complexity Rises, Says Info-Tech Research Group

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43 minutes ago

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July 21, 2026

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Regulatory demands are increasing in volume, complexity, and speed, leaving many organizations reliant on fragmented, manual approaches that slow response times and increase risk. New insights from Info-Tech Research Group show that organizations need to adopt more structured and scalable approaches to keep pace with regulatory change. The firm’s recently published blueprint, Build a Regulatory IT Response Engine, provides frameworks, tools, and step-by-step guidance to help organizations translate regulatory requirements into actionable IT controls and prioritized initiatives.

ARLINGTON, Va., July 21, 2026 /PRNewswire/ — Growing regulatory pressure across jurisdictions is forcing organizations to rethink how they interpret, prioritize, and execute compliance requirements. Many IT teams continue to operate with inconsistent processes and limited coordination, resulting in delayed initiatives and increased exposure to financial and reputational risk. Info-Tech’s blueprint, Build a Regulatory IT Response Engine, introduces a coordinated and repeatable approach to help IT leaders operationalize compliance and improve execution outcomes.

Info-Tech’s findings indicate that while organizations recognize the need for faster and more consistent regulatory response, they continue to face barriers such as fragmented interpretation of requirements, weak prioritization, and limited scalability. AI-enabled tools can help streamline analysis and accelerate response planning, but without a coordinated approach grounded in governance and human oversight, those benefits are difficult to realize.

“Regulatory response is becoming too complex to manage through disconnected, manual processes,” says Ahmad Jowhar, senior research analyst at Info-Tech Research Group. “IT leaders need a repeatable way to interpret requirements, prioritize action, and use AI to accelerate planning without losing the governance and oversight needed to execute effectively.”

Key Challenges IT Leaders Face in Regulatory Response

Despite ongoing investments in compliance, organizations continue to face systemic challenges that hinder effective execution. Info-Tech’s blueprint highlights several areas where IT and compliance leaders struggle most:

Fragmented and manual processes that slow regulatory interpretation and response.Inconsistent application of regulatory requirements across teams and jurisdictions.Poor prioritization of IT initiatives, leading to missed deadlines and duplicated effort.Limited scalability to manage increasing regulatory volume and complexity.Misalignment between compliance activities and broader business priorities.

Info-Tech’s Framework for Building a Regulatory IT Response Engine

To address these challenges, Info-Tech recommends a structured, AI-enabled approach that improves consistency, speed, and scalability. The firm’s Build a Regulatory IT Response Engine blueprint outlines the following key priorities for IT leaders:

Define the regulatory landscape: Establish organizational context, governance structures, and a centralized inventory of applicable regulations.Translate requirements into IT controls: Use AI-enabled analysis and structured assessments to convert regulatory obligations into actionable controls.Prioritize IT initiatives: Align initiatives based on cost, effort, impact, and regulatory timelines to reduce execution risk.Build and communicate a roadmap: Develop a clear, resource-aligned roadmap to guide execution and stakeholder alignment.Establish a repeatable process: Continuously monitor, adapt, and refine regulatory response capabilities to maintain compliance over time.

Organizations that adopt this structured approach can move from reactive compliance efforts to a more proactive and scalable model that shortens response timelines, reduces manual effort, and strengthens execution.

The firm’s Build a Regulatory IT Response Engine blueprint includes practical tools such as a Regulation Inventory Tool, a Regulatory Response IT Action Plan Tool, a Communication Deck Template, and a Compliance Program Framework. By applying these resources, IT leaders can standardize regulatory responses, improve prioritization, and help ensure compliance initiatives are executed on time and in alignment with business priorities.

For exclusive and timely commentary from Info-Tech’s experts, including Ahmad Jowhar, and access to the complete Build a Regulatory IT Response Engine blueprint, please contact pr@infotech.com.

About Info-Tech Research Group

Info-Tech Research Group is the “get things done” partner for over 30,000 IT, HR, and marketing leaders worldwide. The fastest growing research and advisory firm, Info-Tech enables leaders to make well-informed decisions and transform their organizations through AI, strategic foresight, step-by-step methodologies, practical tools, industry-leading advisory, and training programs. For nearly 30 years, tens of thousands of private and public organizations have trusted Info-Tech to lead their most important initiatives through periods of change and deliver outcomes that truly matter.

To learn more about Info-Tech’s HR research and advisory services, visit McLean & Company, and for data-driven software buying insights and vendor evaluations, visit the firm’s SoftwareReviews platform.

Media professionals can register for unrestricted access to research across IT, HR, and software and hundreds of industry analysts through the firm’s Media Insiders program. To gain access, contact pr@infotech.com.

For information about Info-Tech Research Group or to access the latest research, visit infotech.com and connect via LinkedIn and X.

View original content to download multimedia:https://www.prnewswire.com/news-releases/cios-forced-to-rethink-manual-compliance-processes-as-regulatory-complexity-rises-says-info-tech-research-group-302831286.html

SOURCE Info-Tech Research Group

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Atomera to Announce Second Quarter 2026 Financial Results and Host Webinar on Tuesday, August 4, 2026

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43 minutes ago

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July 21, 2026

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LOS GATOS, Calif., July 21, 2026 /PRNewswire/ — Atomera Incorporated (NASDAQ: ATOM), a semiconductor materials and technology licensing company, announced today that it plans to release its second quarter 2026 financial results after the market closes on Tuesday, Aug. 4, 2026.

The company will host a live video Zoom webinar at 2:00 p.m. Pacific Time (5:00 p.m. Eastern Time) on Tuesday, Aug. 4, 2026, to discuss the results. The live webinar can be accessed through Atomera’s investor relations website at https://ir.atomera.com. A replay of the webcast will be available for 12 months. To pre-register for the webinar, use the following link.

https://atomera.zoom.us/webinar/register/WN_OJFbTWe1SIyV69LLdDadCw

About Atomera

Atomera Incorporated is a semiconductor materials and technology licensing company focused on deploying its proprietary, silicon-proven technology into the semiconductor industry. Atomera has developed Mears Silicon Technology™ (MST®), which increases performance and power efficiency in semiconductor transistors. MST can be implemented using equipment already deployed in semiconductor manufacturing facilities and is complementary to other nano-scaling technologies already in the semiconductor industry roadmap.  More information can be found at www.atomera.com 

 

View original content to download multimedia:https://www.prnewswire.com/news-releases/atomera-to-announce-second-quarter-2026-financial-results-and-host-webinar-on-tuesday-august-4-2026-302830602.html

SOURCE Atomera Incorporated

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