As AI infrastructure scales, idle compute has become the bottleneck. Companies with identical GPU budgets now diverge on utilization rates, mirroring airlines' economics.
AMD launches Helios, a rack-scale system for training frontier AI models, with backing from Microsoft, OpenAI, Meta, and Anthropic.
Hugging Face's second profiling guide reveals the hidden transpose operation in PyTorch's Linear layer and demonstrates kernel fusion techniques for production MLPs.
Hugging Face launches a GitHub Actions integration that routes CI workloads to serverless GPU and CPU hardware, cutting test times and enabling GPU testing for open-source projects.
Google will pay SpaceX $920 million per month for access to approximately 110,000 NVIDIA GPUs and related compute infrastructure from October 2026 through June 2029, according to a regulatory filing.