As millions of high-end GPUs cross the 18-month depreciation threshold, a massive supply of “paid-off” compute is hitting the market. This shift will collapse rental prices, making world-class AI infrastructure affordable for startups and SMBs everywhere.
Building an AI Factory demands a fortress-like structure designed for continuous operation and heavy loads. This comprehensive guide walks through the complex, multi-phase construction journey, from site acquisition and early procurement of long-lead items, to the final commissioning of shell, core, power, and cooling systems.
The AI infrastructure market is fracturing under recession pressures, runaway memory shortages, and a surge of new competitors. Our Q4 2025 snapshot breaks down the chaos, highlights major shifts, and tracks how the industry is reshaping itself in real time.
CoreWeave has rapidly become the leader in GPU-as-a-Service and AI factory infrastructure. But as it moves into software and developer tools through acquisitions like Weights & Biases and OpenPipe, the real test will be sustaining innovation beyond compute.
Building GPU cloud infrastructure is capital-intensive. Hyperscalers and AI cloud providers invest billions in NVIDIA GPUs, often using debt or equity. How they account for hardware’s useful life directly impacts margins, cash flow, and investor perception.
Talk of an AI bubble is intensifying, fueled by recent high-profile agreements among Oracle, OpenAI, Nvidia, and CoreWeave. These unconventional deals recall the complex IRU swap structures once executed by Qwest and Global Crossing two decades ago.
The launch of ChatGPT in late 2022 marked a turning point for the compute industry. Within months, AI vaulted to the top of the technology landscape, pulling entire markets along with it—applications, large language models, copilots, and more. Among the
