10 articles tagged
Three IEEE S&P 2026 papers turned GPU Rowhammer into a privilege-escalation problem. GPUBreach reached a root shell with the IOMMU on. Which cards flip, what ECC costs, what to change now.
AMD's ROCm 7, plus SCALE and HIPIFY, make some CUDA workloads portable to AMD GPUs. But custom kernels, TensorRT-LLM and NCCL still bind enterprises to NVIDIA. What actually moves off CUDA in 2026.
On July 27, 2026, NVIDIA and 36 partners launched the Open Secure AI Alliance and open-sourced the NOOA agent framework. Most of the tooling predates the alliance. Here is what is new, and a decision framework
AWS Trainium3 is generally available in 2026 with 30-40% better price-performance than Trainium2. Here is how it compares with NVIDIA H200 and B200 on real cost per token and what Neuron migration costs.
AMD and NVIDIA both ship 72-accelerator AI racks in 2026, and almost none of their headline numbers are measured the same way. A line-by-line normalisation of the two vendor-published spec sheets, and the seven
Dynamic Resource Allocation is GA in Kubernetes v1.35, but NVIDIA's upstream driver still ships its GPU kubelet plugin disabled by default. Here is what actually works today, with manifests.
NVIDIA's Vera Rubin NVL72 is in full production and promises up to 10x lower cost per token than Blackwell, arriving in the cloud in H2 2026. Here is why your GPU bill may still climb first, and the FinOps moves that
NVIDIA's Vera Rubin platform entered full production on June 1, 2026 and ships to eight cloud partners this fall, promising 5x inference over Blackwell and up to 10x lower cost per token. Here is what infrastructure
Apple extended Private Cloud Compute to Nvidia Blackwell GPUs in Google Cloud to run AFM 3 Cloud Pro, its ~1.2T-parameter server model. Here are 5 architecture decisions behind it, for private-cloud AI teams.
Apple's AFM 3 Cloud Pro runs a frontier model on Nvidia GPUs in Google Cloud under Private Cloud Compute. What that architecture means for enterprise teams, and the observability gap it leaves.
