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164 summarised stories about AWS, each linking back to the original source. Browse all topics →

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Monday, 10 August 2026

AWS Trainium Frontier competition: Co-design models and kernels on purpose-built AI chips

Amazon Science 2 months ago 11

AWS is running the AWS Trainium Frontier competition to let teams co-design language-model training setups and optional custom kernels for AWS Trainium, to see what architectures perform best under different hardware constraints. Phase 1 uses a single Trainium2 chip with a 30-minute training budget scored by validation bits-per-byte (val_bpb). The competition is progressing from a single-chip, single-metric test to a four-hour, top-10-team Phase 2 that also adds a 50/50 composite including CORE inference performance.

Run interactive IDEs on Amazon EKS with SageMaker AI to power up your AI workflows

Amazon Web Services 2 months ago 6

Amazon SageMaker AI Spaces add-on enables interactive IDEs like JupyterLab and Code Editor to run inside an existing Amazon EKS cluster instead of moving off-cluster. It sets up a fully configured Space in about 5 minutes rather than the 3–5 days usually needed to stand up a standalone GPU notebook environment. Consolidating interactive and training workloads on the same cluster can raise GPU utilization by up to 30 percent and reduces the need for always-on GPU infrastructure.

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