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CIQ Empowers Researchers to Innovate Faster with Fuzzball

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HPC architecture has been the same for the past 30 years; that all changes with Fuzzball. It frees individual researchers from infrastructure provisioning and management challenges, allowing them to focus on running their research jobs with the tools they already know.

ATLANTA, Aug. 28, 2024 /PRNewswire-PRWeb/ — Individual researchers focused on performing critical work in science and innovation can now converge on world-changing discoveries faster, owing to capabilities released today by CIQ in the Fuzzball computing and data management platform for performance intensive computing (PIC). CIQ, the company leading the next generation of software infrastructure, is shipping new capabilities in Fuzzball, giving individual researchers tools to access PIC resources faster and without having to learn and manage the arcane world of infrastructure provisioning and management.

We heard from customers and the community that researchers are burdened with becoming Linux and infrastructure experts in order to do their research and this is affecting their productivity and ability to meet their demands of innovation… that all changes with Fuzzball.

Fuzzball is research ready, with pre-built workflow templates that allow researchers to work with the tools they already depend upon. Examples include PyTorch, Stable Diffusion and Tensorflow for AI; OpenRadioss and GROMACS for simulation and modeling; RStudio Server and Jupyter Notebooks for programming; and MATLAB for broad scientific use cases.

Legacy high performance computing (HPC) infrastructure doesn’t stand up to today’s demands for PIC. The expansion of artificial intelligence and PIC into the enterprise has exacerbated the issue. End users (engineers, scientists, researchers, analysts, etc.) are running diverse and increasingly large and complex workloads that demand exponentially more computing power; modern, specialized hardware; and more optimized user interfaces. Today’s researchers are also running applications that benefit from containerization and rely on application interfaces that legacy systems were not designed to accommodate. Modern researchers also need PIC that performs well and securely across geographical distances, with easy portability and reproducibility.

In short, legacy HPC infrastructure does meet modern technical and business expectations and requirements for hardware, software and geographical workload distribution. Also, it lacks many of the critical advantages of cloud computing and automation and requires computer science expertise to use and manage. It can even require specialized knowledge to perform minimal functions like logging in. In contrast, Fuzzball is a modern, PIC platform that helps researchers maximize speed to innovation, no computer science degree required.

*Fuzzball opens up a new world of compute power and speed to innovation*

With Fuzzball, scientists and innovators no longer need specialized knowledge of computer systems to run their workloads. Fuzzball’s graphical user interface (GUI) abstracts away the complexity of workflow design and execution, helping researchers and engineers in a variety of fields and industries to rapidly deploy a workload without computer science expertise.

Fuzzball also eliminates the time innovators spend defining their research workloads, offering example workflows to help users get started. In addition, Fuzzball’s standardized, human-readable workload file format enables users to copy and paste workload files from one Fuzzball cluster to another without any rework.

“Over the two past years, CIQ has been working with customers in a limited preview of Fuzzball across enterprise and public sectors,” said Gregory Kurtzer, CEO of CIQ. “We heard from customers and the community that researchers are burdened with becoming Linux and infrastructure experts in order to do their research and this is affecting their productivity and ability to meet their demands of innovation. While organizations cumulatively have spent many billions of dollars for their computing resources, these systems are based on a legacy architecture and no longer meet the demands of today’s advanced use-cases. HPC architecture has been the same for the past 30 years; that all changes with Fuzzball.”

*Under the Hood: Fuzzball’s unique container-first approach to orchestrating systems, data and applications*

Traditional container orchestration platforms like Kubernetes assume that containerized processes are expected to run forever. This is great when building cloud-native web apps with microservice architecture, but the design falls over when you attempt to orchestrate jobs that have logical conclusions and depend on one another in unique ways.

In contrast, Fuzzball allows customers to build computing-focused workflows consisting of jobs pipelined together, all operating within their respective containerized environments. Job pipelines are constructed as acyclic graphs, and as a result pipelines can be linear, parallel or any combination of the two. Jobs themselves can also be serial, multi-system parallel (MPI, GasNet, etc.) or arrays. Customers describe the containers, resources and requirements that each job needs as well as the relationship between jobs. Jobs are submitted and monitored by the click of a button.

Another unique aspect of Fuzzball’s architecture is its approach to data management. Rather than depend on manual data movement, lifecycle and staging, Fuzzball automates data management while maintaining security policies and auditability. Fuzzball will ingress the required data for a given workflow into a file-based volume, and after the job completes, the resulting identified data can be egressed back into external file or object-based storage.

Fuzzball abstracts the infrastructure and automates the process of running complex workflows which drives efficiency of innovation, development and individuals while removing infrastructure-specific dependencies enabling greater levels of portability, cost effectiveness and collaboration.

*Availability*
Fuzzball is available today in on-premises deployments for researchers, engineers, scientists and innovators who want a modern PIC platform to speed the path to discovery and innovation.

*** To learn more about Fuzzball, read the blog.***
*** To schedule a demo of Fuzzball, sign up here. ***

About CIQ
CIQ builds secure, reliable and performant software infrastructure solutions at scale, with dedicated world-class services for a range of performance intensive computing and enterprise technologies. From the base operating system, through containers, orchestration, provisioning, high-end computing and cloud applications, CIQ works with every part of the technology stack enabling organizations to focus on their core competencies, driving business-transforming innovation. CIQ is the founding support and services partner of Rocky Linux and the creator of the next generation federated computing stack. For more information, please visit ciq.com.

Media Contact

Cristin Connelly, CIQ, 4049316752, cristin@cathey.co, www.ciq.com

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SOURCE CIQ

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Pudu Robotics Showcases Full Product Portfolio at WAIC 2026, Winning the “Most Investor-Attractive Enterprise” Award

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SHANGHAI, July 19, 2026 /PRNewswire/ — Pudu Robotics, a global leader in commercial service robotics, is showcasing its full portfolio of intelligent robotics solutions at the 2026 World Artificial Intelligence Conference (WAIC), held from July 17–20 in Shanghai. A key highlight of this year’s exhibition is the offline global debut of the PUDU D7, Pudu’s next-generation semi-humanoid robot. In tandem with its exhibition highlights, Pudu Robotics was also honored with the 36Kr “Most Investor-Attractive AI & Embodied Intelligence Enterprise” Award, recognizing the company’s growing influence in the embodied AI sector and continued confidence from the investment community.

Full Product Matrix on Display: Demonstrating Multi-Scenario Capabilities

Pudu’s comprehensive presentation at WAIC 2026 showcased its complete technical and product layout, spanning service delivery, commercial cleaning, industrial delivery, and general embodied intelligence.

The PUDU D5 quadruped robot demonstrates advanced terrain adaptability and autonomous navigation across an on-site obstacle course mimicking sand, gravel, steps, and slopes, simulating autonomous inspections in complex environments such as power substations and industrial parks. Additionally, the D5 performed high-speed “drifting” demonstrations at the booth, reaching peak speeds of up to 5 m/s and showcasing industry-leading mobility and responsiveness.

Making its global offline public debut, the PUDU D7 engaged visitors with several immersive and interactive live experiences. Attendees posed for photos with the D7, instantly receiving unique snapshots taken directly from a “robotics perspective.” The robot also demonstrated advanced multi-robot coordination by autonomously walking and guiding the PUDU D5 quadruped around the booth while seamlessly avoiding pedestrian traffic, vividly illustrating collaborative workflows between different robotic form factors.

Pudu is also exhibiting its mature commercial robotics portfolio, including the BellaBot service delivery robot, the PUDU T300 industrial delivery robot, and the PUDU MT1 Max and PUDU CC1 Pro commercial cleaning robots. Together, these products highlight Pudu’s proven deployments across hospitality, retail, F&B, manufacturing, warehousing, and other industries.

Winning the “Most Investor-Attractive Enterprise” Award Amid Sustained Capital Traction

The “Most Investor-Attractive Enterprise” award from 36Kr arrives alongside sustained backing from major global institutional investors. In April 2026, Pudu Robotics completed a new financing round of nearly USD 150 million, bringing its valuation to more than USD 1.5 billion. This brings Pudu’s cumulative funding to more than USD 300 million.

This strong capital interest is supported by concrete commercial performance. According to the “2025 Global Embodied Intelligence and Commercial Service Robotics Independent Market Research Report” released by Frost & Sullivan, Pudu Robotics accounts for 25% and 23% of the global commercial service robotics market in terms of revenue and shipments respectively, ranking No. 1 worldwide in both categories. Furthermore, Pudu Robotics has maintained a year-over-year revenue growth rate exceeding 100%, with international markets accounting for more than 80% of total revenue for consecutive years. While the broader Embodied AI industry remains in early exploratory phases, Pudu has approached a positive EBITDA, achieving large-scale commercial viability ahead of the market.

From Product Export to Ecosystem Integration: A Blueprint for Global Expansion

According to the Research Report on Chinese Enterprises’ Overseas Expansion from 2025 to 2026 published by the 36Kr Research Institute, Pudu Robotics was featured as a primary benchmark case study for Embodied AI. The report attributes Pudu’s international success to its systematic combination of technological innovation, product capabilities, and localized global operation. Analysts noted that Pudu has successfully transitioned from exporting products to exporting global brand equity and integrated robotics ecosystems, establishing a core reference blueprint for hard-tech global expansion.

By deploying versatile product forms that span specialized, semi-humanoid, and humanoid forms, Pudu Robotics continues to focus on integrating Embodied AI directly into real-world environments—transforming Physical AI from a technical concept into a practical productivity partner.

About Pudu Robotics

Pudu Robotics, a global leader in the commercial service robotics sector, is dedicated to empowering easier work and better lives through AI and robotics, with a vision of building a global intelligent robotics infrastructure that serves 10 billion people worldwide.

Pudu Robotics has developed key core technologies and components, including robotic joint modules and motion controllers, and has filed more than 1,900 patent applications worldwide. Built on three core technologies—Embodied Navigation, Embodied Manipulation, and Embodied Interaction—Pudu Robotics has pioneered a “One Brain, Multiple Embodiments” architecture, establishing a comprehensive product portfolio that includes specialized, semi-humanoid, and humanoid robots.

Currently, Pudu offers four major product lines: service delivery, commercial cleaning, industrial delivery and general embodied AI. Its solutions are widely deployed across industries such as retail, hospitality, manufacturing, real estate and property services, healthcare, entertainment and sport, education, and public services.

To date, Pudu Robotics has shipped over 130,000 units globally, with a presence in more than 85 countries and regions.

View original content to download multimedia:https://www.prnewswire.com/news-releases/pudu-robotics-showcases-full-product-portfolio-at-waic-2026-winning-the-most-investor-attractive-enterprise-award-302829057.html

SOURCE Pudu Robotics

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Best AI Productivity Tools for Creators (2026): CapCut Recognized for Faster Video and Image Workflows by Software Experts

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NEW YORK, July 19, 2026 /PRNewswire/ — Artificial intelligence continues to reshape how digital content is produced, with creators relying on AI tools like CapCut to handle editing, asset generation, and repetitive production tasks that once required several separate applications. As these tools mature, software reviews are placing more weight on workflow efficiency alongside creative output.

Best AI Productivity Tools for Creators

Seedance 2.0 – an AI video generation model that creates videos from text prompts and image inputsPhoto to 3D – an AI tool that transforms 2D photos into images with realistic three-dimensional depth and effects

The use of AI has expanded across independent creators, marketing teams, educators, and small businesses producing content for websites, social media, online stores, and digital campaigns. Rather than using AI for a single task, many creative professionals now incorporate it throughout the production process, from generating concepts and visuals to refining finished content. This has encouraged software reviewers to test how well platforms support complete creative workflows instead of evaluating individual features in isolation.

Software Experts has included CapCut among its 2026 selections for AI productivity tools for creators, citing the platform’s collection of AI-powered features that support faster video and image production. The review examined how integrated AI tools can simplify common creative tasks across video editing, image generation, music creation, and visual enhancement.

What Is Driving Interest in AI Productivity Tools?

Content creators are producing more material than ever across short-form video platforms, social media, online stores, blogs, newsletters, and marketing campaigns. A single project may require multiple image formats, several video versions, captions, background edits, and audio, all within a short production window.

Many creators also repurpose one piece of content into several formats. A long-form video may be edited into short clips for social platforms, paired with custom graphics, accompanied by AI-generated music, and published alongside promotional images. Completing these tasks manually often requires switching between multiple editing applications.

This has encouraged software developers to introduce AI features that reduce manual editing while keeping creators in control of the finished product. Instead of switching between several applications, many creators now prefer platforms that support multiple stages of production within the same workspace.

How Does CapCut Support Video and Image Workflows?

CapCut offers AI tools that assist throughout the creative process, from generating visual assets to preparing finished content for publishing.

Among the tools included are:

Seedance 2.0 for generating AI videos from text promptsGPT Image 2 for creating images from written descriptionsSeedream for AI-generated artwork and creative visualsSeedmusic for producing original music from text promptsAI Image Extender for expanding images while preserving visual consistencyPhoto to 3D for adding depth effects to imagesAI Background Removal for separating subjects from image backgrounds with minimal editing

Together, these features support projects ranging from social media posts and marketing materials to promotional videos, educational content, presentations, and visual concepts, allowing creators to complete more production tasks within a single platform.

Why Are Integrated AI Platforms Receiving More Coverage?

Earlier AI tools often specialized in a single task, such as image generation or video editing. Newer platforms are bringing these functions together to let creators complete more of their work without transferring files between multiple services.

This type of workflow can shorten production time while helping maintain visual consistency across different content formats. It can also reduce the amount of time spent exporting files, reformatting assets, or rebuilding projects in separate applications.

As a result, software evaluations are increasingly examining how efficiently creators can complete everyday production work. Instead of concentrating solely on the number of AI features available, reviewers are also looking at how those tools function together during real-world creative projects.

What Did Software Experts Evaluate?

The review looked at AI tools that support practical creative work across multiple production stages rather than concentrating on a single feature.

Areas included in the evaluation included:

AI-assisted video generationText-to-image creationAI-generated musicBackground removalImage expansionThree-dimensional visual effectsEditing tools that support faster creative workflows

The review also examined how these features work together during typical content production rather than evaluating each tool separately. This reflects the way many creators now build content using interconnected AI tools instead of isolated editing software.

What Does This Mean for Creators?

Creative software continues to incorporate AI across more stages of content production, giving creators additional ways to streamline editing while maintaining creative control. As publishing schedules become more demanding, workflow efficiency has entered software evaluations alongside editing quality and creative flexibility.

Software Experts’ 2026 review places CapCut among AI productivity tools supporting faster video and image workflows through its collection of AI-powered creative features. As AI continues to influence digital content production, reviews are placing emphasis on how effectively platforms help creators complete everyday projects from concept through final publication.

To read the full review, please visit the Software experts website.

About CapCut

CapCut is an AI-powered photo and video editing platform designed to make high-quality video creation accessible across devices. The platform supports creators, businesses, and everyday users with tools for video editing, AI video generation, captions, templates, audio, and visual editing. CapCut is available across mobile, web, desktop, and iPad experiences, helping users create, edit, and prepare video content for social media, marketing, education, and personal projects.

About Software Experts: Software Experts delivers in-depth news on the digital tools shaping today’s consumer experience. As an affiliate, Software Experts may earn commissions from sales generated using links provided.

View original content:https://www.prnewswire.com/news-releases/best-ai-productivity-tools-for-creators-2026-capcut-recognized-for-faster-video-and-image-workflows-by-software-experts-302828623.html

SOURCE SoftwareExperts.org

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Penetron Strengthens Global Research Collaboration at ICSHM 2026

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PHILADELPHIA, July 19, 2026 /PRNewswire/ — Penetron participated in the 10th International Conference on Self-Healing Materials (ICSHM 2026), held July 8–10, 2026, at Drexel University in Philadelphia, Pennsylvania. The international event brought together leading researchers, engineers, and industry representatives to present and discuss the latest advances in self-healing materials and related technologies.

A global delegation of Penetron executives attended the conference, representing the United States, Greece, Italy, Brazil, India, Chile, the United Arab Emirates, Belgium, and Singapore.

“For over 50 years, Penetron has provided self-healing concrete solutions to the industry that optimize concrete durability by sealing cracks and reducing concrete permeability to limit maintenance requirements, extend structural service life, and help protect infrastructure exposed to groundwater, chemicals, chlorides, and other aggressive conditions,” says Christopher Chen, Director of The Penetron Group. “Our participation at the ICSHM reinforces Penetron’s long-standing commitment to international research collaboration and allows us to better understand emerging research and develop leading-edge solutions for real-world construction challenges.”

Hosted at Drexel University’s Bossone Research Enterprise Center, ICSHM 2026 welcomed specialists from more than 18 countries across six continents and featured over 70 technical presentations, including keynote addresses, plenary sessions, research presentations, and an interactive poster program. The conference opened with remarks from Drexel University President Antonio Merlo and ICSHM Chair Dr. Nele De Belie. Finally, the conference provided valuable opportunities for researchers and industry specialists to strengthen cooperation between academia and the construction sector to further develop self-healing technologies.

“Extending the service life of concrete infrastructure requires cooperation between universities, materials specialists, engineers, and industry,” said Jozef Van Beeck, Director of International Sales and Marketing for The Penetron Group. “ICSHM 2026 provided an important forum for connecting scientific research with the practical requirements of the global construction industry.”

The Penetron Group is a leading manufacturer of specialty construction products for concrete waterproofing, concrete repairs, and floor preparation systems. The Group operates through a global network, offering support to the design and construction community through its regional offices, representatives, and distribution channels.

For more information on Penetron waterproofing solutions, please visit penetron(dot)com or Facebook(dot)com/ThePenetronGroup, email CRDept(at)penetron(dot)com or contact the Corporate Relations Department at 631-941-9700.

View original content to download multimedia:https://www.prnewswire.com/news-releases/penetron-strengthens-global-research-collaboration-at-icshm-2026-302829009.html

SOURCE The Penetron Group

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