The $1,000 High-End GPU in 2031

China’s “Manhattan Project” aims to upend the AI industry by 2031. Imagine a high-end GPU for just $1,000—a price point that could collapse Nvidia’s margins, trap Neoclouds in debt, and turn elite compute into a common utility.

Read More »

AI Factory: Construction Basics and the Multi-Phase Process

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.

Read More »

AI Factory: Power Grid Overview

The AI Factory’s colossal power demand is straining the U.S. grid. We detail how 200 MW data centers secure power, from evaluating new sources like SMRs to navigating the multi-year procurement bottlenecks of electrical infrastructure.

Read More »

AI Factory: Overview

AI factories are emerging as the industrial backbone of the AI era. Demand for high density GPU clusters is surging, but power, cooling, and multi-year equipment lead times have become the real constraints shaping the future of large scale compute.

Read More »

AI Infrastructure Ecosystem Snapshot Q4 2025

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.

Read More »

Business Model Overview: CoreWeave

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.

Read More »

GPU Depreciation: CoreWeave vs. Nebius

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.

Read More »

The Fall of Neocloud Provider Genesis Cloud

Genesis Cloud, a Munich-based pure-play GPU-as-a-Service (GPUaaS) provider, is reportedly in liquidation. As of now, public information is limited to a Reddit post and a mention on the company’s homepage, where it is listed as Genesis Cloud GmbH i.L. (“i.L.”

Read More »

Building Moats in the AI Infrastructure Industry

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.

Read More »
Scroll to Top