Infrastructure providers have built robust foundations offering GPU computing resources. However, the cyclical nature of GPU demand combined with substantial hardware investments creates profitability challenges. By expanding vertically into full-stack services, providers can boost GPU usage while accessing higher-margin revenue streams.

Notably, John Leimgruber, a software engineer from the United States with two years of experience in engineering, managed to bypass the need for expensive GPUs by hosting the massive, 671 billion parameter DeepSeek-R1 model. He ran a quantised version of the model on a fast NVMe SSD.

It’s going to be a fascinating year in large-scale enterprise networks. The networking infrastructure market continues to be fueled by interesting twists and turns—much of it triggered by the explosion of AI applications and data.

India has launched the AI Compute Portal to provide researchers and startups with access to high-performance GPUs. With ₹10,300 crore allocated under the IndiaAI Mission, the country is building AI infrastructure,

AI, Elon Musk's AI company, has acquired a one-million-square-foot property in Southwest Memphis to expand its AI data center footprint.

India takes bold strides into AI with expanded infrastructure, homegrown foundational models, and ambitious tech targets.

Bolt Graphics says its new Zeus GPU platform is designed for gaming, rendering, supercomputer simulations: 10x faster than the RTX 5090.

Lenovo has announced the ThinkEdge SE100, an entry-level AI inferencing server, designed to make edge AI affordable for enterprises as well as small and medium-sized businesses.

A step-by-step analysis and projection of the xAI’s Colossus supercomputer project. Memphis development and xAI have talked about a 1+ million chip

AMD's mainstream RDNA 4 GPU, the Radeon RX 9060 XT, will launch with two variants - one with 8GB and one with 16GB of GDDR6 memory.

Union Electronics and IT Minister Ashwini Vaishnaw on Thursday announced the availability of 14,000 GPUs on the IndiaAI Compute Portal, with an additional 4,000 set to be deployed soon. The initiative will support startups,

AI Kosha platform launched by Indian government with 316 datasets to support AI development, including language translation tools.