Stop Designing AI Infrastructure Around the GPU

Why MSPs Should Start with the Workload, Not the Hardware Spend five minutes at an AI conference and you could easily come away believing that every successful AI deployment begins with buying more GPUs. It is easy to understand why. Hardware dominates the conversation. Customers hear about Blackwell systems, InfiniBand fabrics, hyperscale clouds, and increasingly…

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NSA, CISA, FBI Warn China-Based AI Firms Distill US Frontier Models

The National Security Agency, the Cybersecurity and Infrastructure Security Agency, and the Federal Bureau of Investigation released a joint cybersecurity advisory on September 8, 2026, warning that China-based artificial intelligence companies are systematically extracting proprietary capabilities from U.S. frontier AI models through industrial-scale knowledge distillation campaigns running since at least late 2024. In the advisory,…

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