Latest news with #modular
Yahoo
3 days ago
- Business
- Yahoo
Data centers are at the heart of the AI revolution and here's how they are changing
When you buy through links on our articles, Future and its syndication partners may earn a commission. As demand for AI and cloud computing soars, pundits are suggesting that the world is teetering on the edge of a potential data center crunch—where capacity can't keep up with the digital load. Concerns and the hype have led to plummeting vacancy rates: in Northern Virginia, the world's largest data center market, for example, vacancy rates have fallen below 1%. Echoing past fears of "peak oil" and "peak food," the spotlight now turns to "peak data." But rather than stall, the industry is evolving—adopting modular builds, renewable energy, and AI-optimized systems to redefine how tomorrow's data centers will power an increasingly digital world. Future data centers will increasingly move away from massive centralized facilities alone, embracing smaller, modular, and edge-based data centers. The sector is already splitting out in hyperscale data centers one end and smaller, edge-oriented facilities on the other. Smaller, modular and edge data centers can be built in a few months and tend to be located closer to end users to reduce latency. Unlike the huge campuses of hyperscale with facilities often covering millions of square feet these smaller data centers are sometimes built into repurposed buildings such as abandoned shopping malls, empty office towers, and factories in disuse, helping requalify ex-industrial brownfield areas. Leaner centers can be rapidly deployed, located closer to end users for reduced latency, and tailored to specific workloads such as autonomous vehicles and AR. To address energy demands and grid constraints, future data centers will increasingly be co-located with power generation facilities, such as nuclear or renewable plants. This reduces reliance on strained grid infrastructure and improves energy stability. Some companies are investing in nuclear power. Nuclear power provides massive, always-on power that is also free of carbon emissions. Modular reactors are being considered to overcome grid bottlenecks, long wait times for power delivery, and local utility limits. Similarly, they will be increasingly built in areas where the climate reduces operational strain. Lower cooling costs and access to water enables the use of energy-efficient liquid-cooling systems instead of air-cooling. We will be seeing more data centers pop up in places like Scandinavia and the Pacific Northwest. Artificial intelligence will play a major role in managing and optimizing data center operations, particularly for cooling and energy use. For instance, reinforcement learning algorithms are being used to cut energy use by optimizing cooling systems, achieving up to 21% energy savings. Similarly, fixes like replacing legacy servers with more energy-efficient machines, with newer chips or thermal design, can significantly expand compute capacity, without requiring new premises. Instead of only building new facilities, future capacity will be expanded by refreshing hardware with newer, denser, and more energy-efficient servers. This allows for more compute power in the same footprint, enabling quick scaling to meet surges in demand, particularly for AI workloads. These power-hungry centers are also putting a strain on electricity grids. Future data centers will leverage new solutions such as load shifting to optimize energy efficiency. Google is already partnering with PJM Interconnection, the largest electrical grid operator in North America, to leverage AI to automate tasks such as viability assessments of connection applications, thus enhancing grid efficiency. Issues are typically not due to lack of energy but insufficient transmission capacity. In addition to this, fortunately, data centers are usually running well below full capacity specifically to accommodate future growth. This added capacity will prove useful as facilities accommodate unexpected traffic spikes, and rapid scaling needs without requiring new constructions. Future data center locations will be chosen based on climate efficiency, grid access, and political zoning policies but also availability of AI-skilled workforce. Data centers aren't server rooms—they're among the most complex IT infrastructure projects in existence, requiring seamless power, cooling, high-speed networking, and top-tier security. Building them involves a wide range of experts, from engineers to logistics teams, coordinating everything from semiconductors to industrial HVAC systems. Data centers will thus drive up the demand for high-performance networking, thermal, power redundancy, and advanced cooling engineers. It's clear that the recent surge in infrastructure demand to power GPUs and high-performance computing, for example, is being driven primarily by AI. In fact, training massive models like OpenAI's GPT-4 or Google's Gemini requires immense computational resources, consuming GPU cycles at an astonishing rate. These training runs often last weeks and involve thousands of specialized chips, drawing on power and cooling infrastructure. But the story doesn't end there: even when a model is trained, running these models in real-time to generate responses, make predictions, or process user inputs (so-called AI inference) adds a new layer of energy demand. While not as intense as training, inference must happen at scale and with low latency, which means it's placing a steady, ongoing load on cloud infrastructure. However, here's a nuance that's frequently glossed over in much of the hype: AI workloads don't scale in a straight-forward, linear fashion: doubling the number of GPUs or increasing the size of a model will not always lead to proportionally better results. Experience has shown that as models grow in size, the performance gains actually may taper off or introduce new challenges, such as brittleness, hallucination, or the need for more careful fine-tuning. In short, the current AI boom is real, but it may not be boundless. Understanding the limitations of scale and the nonlinear nature of progress is crucial for policymakers, investors, and businesses alike as they plan for data center demand that is shaped by AI exponential growth. The data center industry therefore stands at a pivotal crossroads. Far from buckling under the weight of AI tools and cloud-driven demand, however, it's adapting at speed through smarter design, greener power, and more efficient hardware. From modular builds in repurposed buildings to AI-optimized cooling systems and co-location with power plants, the future of data infrastructure will be leaner, more distributed, and strategically sited. As data becomes the world's most valuable resource, the facilities that store, process, and protect it are becoming smarter, greener, and more essential than ever. We list the best colocation providers. This article was produced as part of TechRadarPro's Expert Insights channel where we feature the best and brightest minds in the technology industry today. The views expressed here are those of the author and are not necessarily those of TechRadarPro or Future plc. If you are interested in contributing find out more here:
Associated Press
6 days ago
- Business
- Associated Press
Safe and Green Holdings Acquires 1,600 Acres of Oil Wells and Oil Leases
MIAMI, FL, May 29, 2025 (GLOBE NEWSWIRE) -- Safe & Green Holdings Corp. (NASDAQ: SGBX) ('Safe & Green Holdings' or the 'Company'), a leading developer, designer, and fabricator of modular structures diversified platform transforming critical infrastructure through sustainable modular innovation, announces the acquisition of certain assets of Sherman Oil Company, LLC and several affiliatendividuals and entities that total 1,600 acres of oil wells and leases. The newly acquired assets are are reported to be producing an average of 45 barrels of oil per day. Mike McLaren, Safe and Green Holdings Chairman and CEO commented, 'We continue to strengthen our portfolio of oil and gas assets as we endeavor to grow into a diversified oil producer and provider of services to the oil and gas industry. The acquisition of Sherman Oil and their partners adds 111 additional wells to the existing Olenox assets. Of these new wells, only 10% are currently actively producing. By using our Olenox technology and expertise in well revitalization, we expect to ramp production rapidly to 75+ barrels per day within the next four months through a series of cleanouts and restimulations of wellbores. We look forward to continuing to find opportunities to provide our shareholders with additional value.' About Safe & Green Holdings Corp. Safe & Green Holdings Corp., a leading modular solutions company, operates under core capabilities which include the development, design, and fabrication of modular structures, meeting the demand for safe and green solutions across various industries. The firm supports third-party and in-house developers, architects, builders, and owners in achieving faster execution, greener construction, and buildings of higher value. For more information, visit and follow us at @SGHcorp on Twitter. Safe Harbor Statement Certain statements in this press release constitute 'forward-looking statements' within the meaning of the federal securities laws. Words such as 'may,' 'might,' 'will,' 'should,' 'believe,' 'expect,' 'anticipate,' 'estimate,' 'continue,' 'predict,' 'forecast,' 'project,' 'plan,' 'intend' or similar expressions, or statements regarding intent, belief, or current expectations, are forward-looking statements. These forward-looking statements are based upon current estimates and assumptions and include statements regarding the acquisition of assets of Sherman Oil Company, LLC and several affiliate individuals and entities that total 1,600 acres of oil wells and leases. While the Company believes these forward-looking statements are reasonable, undue reliance should not be placed on any such forward-looking statements, which are based on information available to us on the date of this release. These forward-looking statements are subject to various risks and uncertainties, many of which are difficult to predict that could cause actual results to differ materially from current expectations and assumptions from those set forth or implied by any forward-looking statements. Important factors that could cause actual results to differ materially from current expectations include, among others, the Company's ability to successfully operate the oil wells acquired from Sherman Oil Company, LLC and its affiliates, the Company's ability to successfully increase production of its oil wells, the effect of government regulation, the Company's ability to maintain compliance with the NASDAQ listing requirements, and the other factors discussed in the Company's Annual Report on Form 10-K for the year ended December 31, 2024 and its subsequent filings with the SEC, including subsequent periodic reports on Forms 10-Q and 8-K. The information in this release is provided only as of the date of this release, and we undertake no obligation to update any forward-looking statements contained in this release on account of new information, future events, or otherwise, except as required by law. Investor Relations: CORE IR 516 222 2560 [email protected]
Geeky Gadgets
7 days ago
- Business
- Geeky Gadgets
New Elgato Stream Deck Modules : For DIY Projects and Custom Intergrations
What if your tools could grow and evolve alongside your ambitions? With the unveiling of the Elgato Stream Deck Modules, that vision is no longer a distant dream—it's here. Designed for streamers, content creators, and professionals alike, this modular system redefines how we approach productivity and creativity. Imagine swapping out components to meet the demands of a live broadcast one moment and a high-pressure video editing session the next. Designed for makers and OEMs, Stream Deck Module is an unbranded, integration-ready keypad available in 6, 15, and 32 key variants—perfect for custom hardware, products, and control systems. Elgato's latest innovation enables users to take control of their work like never before. From advanced customization to seamless automation, the Stream Deck Modules offer tools that adapt to your unique needs, whether you're managing overlays during a live stream or automating repetitive office tasks. But what truly sets this system apart? Its ability to evolve with you. Dive deeper into this new approach to productivity and discover how it's poised to transform not just how you work, but how you think about your tools. Stream Deck Modules Overview What Sets the Stream Deck Modules Apart? The defining feature of the Stream Deck Modules is their modular design, which offers a level of flexibility that traditional fixed setups cannot match. This system allows users to rearrange and customize components to align perfectly with their specific workflows. The ability to adapt ensures that the device evolves alongside your professional or creative demands. For instance: Expand functionality by adding extra buttons for complex commands or shortcuts. Swap out modules to focus on specialized tasks like video editing or live-streaming controls. Combine multiple modules to create a personalized configuration that grows with your needs. This modular approach ensures the Stream Deck Modules remain relevant and effective, no matter how your workflow evolves over time. By offering a tailored experience, the system enables users to stay ahead in their respective fields. Advanced Customization for Maximum Control The Stream Deck Modules provide users with the tools to take full control of their workflows through advanced customization. Each button can be programmed with specific functions, shortcuts, or macros, allowing you to execute tasks with a single press. The intuitive interface also supports the creation of multiple profiles, allowing seamless transitions between different activities. Examples of profile applications include: Streaming live content with integrated overlays and sound effects. Editing videos or photos with quick access to essential tools and commands. Designing graphics or managing presentations with minimal interruptions. Switching between profiles is effortless, making sure you can focus entirely on the task at hand. This level of personalization not only saves time but also reduces the cognitive load of managing multiple tasks. By simplifying complex processes, the Stream Deck Modules help you stay productive and creative, regardless of the challenges you face. Elgato Stream Deck Modules Introduced Watch this video on YouTube. Dive deeper into Elgato products with other articles and guides we have written below. Efficiency Through Workflow Optimization Repetitive tasks can hinder productivity, but the Stream Deck Modules are designed to streamline workflows by automating routine processes. With a single button press, users can perform multi-step commands, launch applications, or control external hardware devices such as cameras and lights. For streamers, this means managing overlays, sound effects, and audience interactions without breaking focus. Content creators can automate time-consuming tasks like editing, rendering, and publishing, freeing up valuable time for more creative pursuits. The ability to simplify and automate repetitive actions ensures that users can dedicate their energy to innovation and quality. Key benefits include: Executing complex commands with minimal effort. Reducing the time spent on routine tasks. Enhancing focus by eliminating unnecessary distractions. By placing efficiency at your fingertips, the Stream Deck Modules enable you to work smarter, not harder, across a variety of tasks and industries. Expanding Beyond Streaming: A Versatile Tool for Professionals While the Stream Deck Modules are a powerful asset for streamers, their applications extend far beyond live broadcasting. Professionals in various fields can use these tools to enhance productivity and simplify their workflows. The versatility of the system makes it a valuable resource for a wide range of users. Consider these examples: Video Editors: Effortlessly navigate timelines, apply effects, and export projects with precision. Effortlessly navigate timelines, apply effects, and export projects with precision. Graphic Designers: Access design tools and shortcuts without disrupting your creative flow. Access design tools and shortcuts without disrupting your creative flow. Office Professionals: Automate repetitive tasks like email responses, schedule meetings, and manage presentations efficiently. This adaptability demonstrates that the Stream Deck Modules are not limited to content creation—they are a multipurpose productivity solution for professionals across industries. By offering tools that cater to diverse needs, the system ensures that users can achieve their goals with greater ease and efficiency. A Tool Built for the Future of Productivity Elgato's Stream Deck Modules represent a significant step forward in productivity and customization technology. By combining a modular design with advanced personalization and workflow optimization, these tools cater to the needs of streamers, content creators, and professionals alike. Whether you're looking to engage your audience more effectively or streamline your daily tasks, the Stream Deck Modules provide a powerful and flexible solution. Their ability to adapt and expand ensures they remain a valuable asset in the ever-changing landscape of content creation and professional productivity. With the Stream Deck Modules, Elgato has delivered a tool that enables users to work more efficiently, creatively, and confidently, no matter their field or expertise. Media Credit: Elgato Filed Under: Hardware, Top News Latest Geeky Gadgets Deals Disclosure: Some of our articles include affiliate links. If you buy something through one of these links, Geeky Gadgets may earn an affiliate commission. Learn about our Disclosure Policy.
