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.

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

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.

AI cloud provider Ori's UK GPU deployment is in Kao Data's facility in Harlow, DCD can reveal. The company said that it would deploy Nvidia H200 GPUs in the UK late last year, but did not disclose which data center provider it would use.

The AI Compute Portal was introduced Thursday in New Delhi by Union Minister for Electronics and Information Technology Ashwini Vaishnaw. The platform is intended to give researchers, startups, and governmental organizations access to powerful computer resources,

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.

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,

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.

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