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The Illusion of “Run Anywhere” AI Every cloud presentation promises it: “Build once. Run anywhere.” In reality, most AI infrastructure teams know that portability isn’t blocked by GPUs or models  it’s blocked by networking. Yes, container images are portable. Yes, model weights can be replicated across object stores. But when it comes to moving inference […]

The GPU Gold Rush Is Over Welcome to the Strategy Era The AI boom turned GPUs into gold. For two years straight, organizations fought to secure compute capacity for training and deploying large language models (LLMs). We saw overnight GPU shortages, skyrocketing on-demand costs, and “sold-out” regions across every major cloud. But 2025 won’t be