
Amid mounting pressure over rising AI power demand, the White House warns PJM Interconnection to overhaul its industry-controlled board or face potential regulatory fallout.
The White House has warned PJM Interconnection, the nation's largest grid operator, to reform its governance structure and stakeholder process or face potential regulatory consequences. The warning stems from PJM's failure to implement principles provided by the White House in January, despite support from all governors in its 13-state region. A key concern is that PJM's board is controlled by the companies that profit from the rules the board creates, making it an outlier among regional grids in the United States. The Federal Energy Regulatory Commission is scheduled to convene a technical conference to examine PJM's governance and whether its current processes allow it to respond quickly enough to reliability and market challenges amid rising electricity demand.

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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