
OpenAI will spend the equivalent of Sweden's GDP on infrastructure through 2030.
OpenAI announced it will spend $750 billion on infrastructure through 2030, which is 25% more than previously estimated. The company's first major project is a 1,400-acre data center campus in Georgia that will require at least 3.2 gigawatts of power and is expected to draw electricity starting between 2028 and 2032. This spending increase comes as OpenAI's Stargate data center project has stalled, and the new Georgia facility will be powered primarily by natural gas generation, with additional supply from grid-scale batteries and solar.

In this tutorial, we explore TileLang as a high-level Python domain-specific language for designing and compiling performance-oriented GPU kernels through TVM. We begin by validating the CUDA environment and establishing reusable benchmarking and numerical-verification utilities, then progressively implement vector addition, tiled tensor-core matrix multiplication, schedule exploration, fused GEMM epilogues, row-wise softmax, and FlashAttention. Throughout the tutorial, we work directly with Ti

A close call in Northern Virginia revealed just how poorly data centers respond to grid disruptions. Here's how to fix the problem.

As AI infrastructure grows more complex, companies are rethinking how they acquire, own, and finance assets that operate on dramatically different economic timelines.
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