13+ hour, 52+ min ago  (724+ words) For private operators, the message is uncomfortable. Sovereignty without key sovereignty is merely a label. If you want to serve the public sector or regulated industries, you will henceforth be measured against exactly these two points. The platform must explicitly…...

2+ day, 6+ hour ago  (660+ words) Related: Disaggregated Inference: Why AWS and Cerebras Are Splitting the GPU/Cloud Brokers Instead of Cloud Chaos: 30 % Lower Multi-Cloud Costs For operators, the maintenance angle often matters more than raw efficiency. Fewer conversion stages mean fewer power supplies that can…...

6+ day, 4+ hour ago  (504+ words) AWS and Cerebras are breaking AI inference apart. Instead of a single GPU handling everything, one chip takes the input and a second handles the output. The move sounds like a hardware detail " but it shifts the question every cloud…...

2+ week, 2+ day ago  (699+ words) A production language model doesn't burn its GPU hours during one-time training-it does so with every single request. When a service scales from hundreds to hundreds of thousands of daily calls, inference becomes the largest line item on the cloud…...