Ai Computing

OpenAI, Anthropic, and Google are competing for startups with credit packages topping $3M

AI model makers are flooding early-stage startups with computing credits and steep discounts, reshaping how enterprise teams should evaluate vendor lock-in risk

Meta's cloud ambitions emerge as EU tightens rules on AWS and Azure

Meta is building a cloud business to sell excess AI compute, while AWS and Azure face new EU Digital Markets Act scrutiny.

Visibility at Scale: How Data, Telemetry, and IT Architecture Enable High-Performance Data Centers

As AI infrastructure scales at an unprecedented pace, the complexity of managing data center operations has shifted from purely physical challenges to deeply digital ones. Today’s facilities generate enormous volumes of telemetry, and industry estimates suggest hyperscale and AI data centers produce millions of data points per second. At that scale, visibility is no…

Power, Pressure, and Precision: What It Takes to Keep AI Online 24/7

The rise of generative AI and large-scale model training has transformed data centers into high-intensity “AI factories,” where workloads are no longer predictable or gradual. Unlike traditional cloud environments, AI data centers generate highly volatile and fast-changing power loads. Research shows that large-scale AI workloads can trigger rapid, synchronized spikes and drops in electricity…

Amberd Moves to the Front of the Line With QumulusAI’s GPU Infrastructure

Reliable GPU infrastructure determines how quickly AI companies can execute. Teams developing private LLM platforms depend on consistent high-performance compute. Shared cloud environments often create delays when demand exceeds available capacity. Amberd CEO Mazda Marvasti says waiting for GPU capacity did not align with his company’s pace. Amberd required guaranteed availability to support its…

QumulusAI Secures Priority GPU Infrastructure Amid AWS Capacity Constraints on Private LLM Development

Developing a private large language model (LLM) on AWS can expose infrastructure constraints, particularly around GPU access. For smaller companies, securing consistent access to high-performance computing often proves difficult when competing with larger cloud customers. Mazda Marvasti, CEO of Amberd, encountered these challenges while scaling his company’s AI platform. Because Amberd operates its own…

Facing High GPU Costs and Infrastructure Constraints, Amberd Turned to QumulusAI for Fixed-Cost AI

Providing managed AI services at a predictable, fixed cost can be challenging when hyperscaler pricing models require substantial upfront GPU commitments. Large upfront commitments and limited infrastructure flexibility may prevent providers from aligning costs with their delivery model. Amberd CEO Mazda Marvasti encountered this issue when exploring GPU capacity through Amazon. The minimum requirement…

Applied Digital AI Data Center July 2025 Update

In the heart of Ellendale, North Dakota, the Applied Digital AI Data Center known as Polaris Forge 1 (Previously ELN02) is steadily emerging as one of the largest purpose-built AI data centers in the United States. This July 2025 site update highlights remarkable progress at the Applied Digital project, designed to set new standards…

Reflection and What’s Ahead: How Applied Digital Built the AI Factories of Tomorrow

As AI adoption accelerates at an unprecedented pace—ChatGPT alone sees 2.5 billion daily prompts just two and a half years after launch—digital infrastructure is racing to keep up. At the center of this transformation are purpose-built data centers, evolving from air-cooled Bitcoin facilities to liquid-cooled “AI factories” designed to power the next generation of…

Constructing 100 MW of AI Infrastructure: How Applied Digital Built for the Future in Ellendale

As demand for artificial intelligence continues to soar, the AI infrastructure needed to power it is scaling just as rapidly. A 2024 report from the International Data Corporation (IDC) forecasts that global spending on AI infrastructure will exceed $200 billion by 2028, driven by an explosion in compute-heavy applications like large language models and…

Applied Digital’s Data Center Design for a 100 MW AI Factory Built from the Ground Up

AI workloads are redefining the limits of data center design and infrastructure. Legacy data centers, built for traditional co-location, cannot handle the density, thermal demands, or power dynamics of accelerated computing. The AI boom has upended the data center sector, forcing a rapid shift to liquid-cooled racks as facilities pivot from sub-10kW racks to…

Building the Wireless Future: Low-Power IoT, Edge Computing, and the End of the Gs

As the global race to 6G heats up, telecom providers, governments, and tech companies are investing billions to advance the next generation of hyperconnected infrastructure. European operators urge regulators to release more spectrum to stay competitive, while U.S. programs like the USDA’s ReConnect have funneled over $1 billion into rural fiber backhaul. Meanwhile, companies like…

Applied Digital Ellendale AI Data Center: April 2025 Update

Progress continued throughout April at Applied Digital’s Ellendale AI Data Center, as construction efforts advanced across multiple fronts. With favorable weather conditions and a clear focus on critical infrastructure, the ELN02 site remains on track to support the growing demands of high-performance computing (HPC) and artificial intelligence. Key developments from April include: Metal jacketing installation…

NVIDIA GTC 2025 Puts AI Infrastructure in the Spotlight and Applied Digital Delivers

At NVIDIA GTC 2025, the spotlight is on more than just AI models—it’s on the infrastructure that makes them possible. Applied Digital is taking center court with its cutting-edge, liquid-cooled data centers, designed to handle the demands of large-scale, high-performance computing. As AI continues to evolve at a breakneck pace, the need for powerful,…

Applied Digital Ellendale AI Data Center: February 2025 Update

As AI and high-performance computing (HPC) continue to push technological boundaries, the demand for powerful, efficient infrastructure is more critical than ever. In February 2025, Applied Digital’s Ellendale AI Data Center marked significant progress in meeting that demand. The team announced that ELN02 has officially powered on its first lineup, a major step toward…

Santa Claus Embraces Digital Transformation with Premio’s Rugged Edge Computing Solutions

Los Angeles, CA — December 18, 2024 Premio Inc., a global leader in rugged edge computing solutions, is thrilled to announce its pivotal role in the digital transformation of one of the world’s most iconic and demanding operations—Santa’s North Pole workshop. In a festive and educational holiday edition of the Rugged Edge Survival Guide, Premio’s…

Applied Digital Ellendale AI Data Center: October 2024 Update

In October, Applied Digital’s Ellendale AI Data Center project in North Dakota continues to make remarkable strides. Following September’s progress on the utility substation and foundational infrastructure, we now see further development in the facility’s three-tiered structure. Spanning 363,000 square feet, this facility is designed to support a substantial 100MW IT load, positioning it…

September 2024 Update on Applied Digital’s Cutting-Edge Ellendale AI Data Center

In the September update, we get an exciting sneak peek at the progress of the utility substation and three levels of Applied Digital’s Ellendale AI Data Center in North Dakota. This cutting-edge facility, spanning 363,000 square feet and built to handle a 100MW IT load, is designed to meet the intense demands of AI…

Designing Sustainable and Scalable Data Centers for the AI Revolution

Join Applied Digital’s CEO Wes Cummings at SXSW 2025 for “Designing Sustainable and Scalable Data Centers for the AI Revolution.” This session will explore cutting-edge cooling solutions, energy-efficient designs, and strategies to minimize environmental impact, all crucial for supporting the growing demands of AI and HPC. Gain valuable insights into the future of sustainable…

Applied Digital’s Ellendale AI Data Center August Update

As of August 2024, Applied Digital’s Ellendale AI Data Center in North Dakota is progressing well, as the latest video update highlights. The three-level facility spans 363,000 square feet and is engineered to support a 100MW IT load. The main level is dedicated to central utilities that provide robust infrastructure support, while the…

Smart Technologies Revolution: Edge Computing Ushers in a New Era of Predictive City Management

As cities across North America embrace smart technologies to improve urban living, standout initiatives like Virginia Beach’s flood resiliency program, highlighted in the recent IDC Smart Cities North America Awards, demonstrate the critical role of edge computing in environmental monitoring and disaster management. These technologies not only bolster emergency responses but also seamlessly integrate…

IDC Smart Cities Awards: Edge Computing is Helping Virginia Beach Tackle its Flooding Crisis

In remote and disaster-prone areas, the rapid deployment of Internet of Things (IoT) technologies coupled with artificial intelligence (AI) has opened new vistas for emergency management and community safety in smart cities. These leading IoT deployments, highlighted at the recent announcement of the IDC Smart Cities Awards winners, solidified the role that edge computing…

Applied Digital Joins AI Alliance to Collaborate with Industry Leaders to Advance Open, Safe, and Responsible AI

Applied Digital Corporation (Nasdaq: APLD) (“Applied Digital” or the “Company”), a designer, builder, and operator of next-generation digital infrastructure designed for High-Performance Computing (“HPC”) applications, announces its an AI Alliance member. The AI Alliance is comprised of some of the leading organizations across the AI industry, including startups, academia, researchers, and the government, coming together…

Applied Digital Redefines Modern Computing with Unmatched Hosting Power for NVIDIA H100 Servers

As the digital landscape continues to evolve at a rapid pace, Applied Digital emerges as a key player in reshaping data center infrastructure. In a recent episode of the AI-First Business Podcast, the spotlight was on Applied Digital’s pioneering approach to meeting the burgeoning demands of modern computing. Host Tina Yazdi welcomed Wes Cummings,…

AI First: Revolutionizing High-Performance Computing Design at the Ellendale Data Center

In the rapidly evolving high-performance computing (HPC) landscape, a groundbreaking development emerges from Ellendale, North Dakota. This innovation seeks to redefine the benchmarks of computational power and design. In the AI-First Business Podcast, host Tina Yazdi explores the future of HPC design with Wes Cummings, CEO and Chairman of Applied Digital. The discussion centers…

Who is Applied Digital?

Applied Digital is a U.S. based provider of next-generation digital infrastructure, redefining how digital leaders scale high-performance compute (HPC). With dedicated and experienced leadership in the fields of power procurement, engineering, and construction, Applied Digital collaborates with local utilities to solve the problem of congestion on the power grid while stimulating the development of more…

Applied Digital: From ‘What Ifs’ to Tangible Innovation

Applied Digital envisions a future where high-performance computing data centers aren’t just functional but transformative. With meticulously designed digital infrastructure, they aim to cultivate an environment ripe for innovation. In their perspective, every element, from airflows to dynamic server configurations, are potential drivers of change. In the fast-paced digital age, Applied Digital positions itself as…

Revolutionizing High Performance Computing

In today’s rapidly evolving technological landscape, the demand for high-performance computing (HPC) and supercomputing capabilities is skyrocketing. As businesses across various industries seek to harness the power of artificial intelligence (AI), automation, analytics, and complex code, finding a reliable partner that can provide comprehensive solutions becomes crucial. This is where Applied Digital comes in. Erik…

Unveiling Sai Computing: The Future of GPU-Powered Cloud Solutions by Applied Digital

Jason Zang, Co-founder of Applied Digital, introduced Sai Computing, the latest subsidiary of Applied Digital, at a recent event. Launched in May 2023, Sai Computing specializes in GPU cloud computing, catering predominantly to the high-performance computing and AI sectors. Their offerings span a range of services, from long-term, extensive GPU deployments under the “Reserve Compute”…

The Essence of Supercomputing: A Human Brain Analogy

Michael Maniscalco, CTO of Applied Digital, draws a parallel between supercomputer clusters and the human brain. Emphasizing the need to consolidate information in a confined space, Maniscalco highlights that, just like our neurons quickly relay messages within short distances, supercomputers should be designed with proximity in mind. This design philosophy aids in achieving unparalleled processing…