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

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AWS Amazon Web Services Amazon Bedrock Amazon Amazon Bedrock Amazon Bedrock AgentCore

Thursday, 8 October 2026

Pay-per-inference for AI agents: How BlockRun and Incarna use Amazon Bedrock AgentCore payments

Amazon Web Services 6 days ago 13

Amazon Bedrock AgentCore added managed pay-per-inference payments so AI agents can pay BlockRun for model inference during runtime without manual approval. Incarna integrated the full AgentCore payments flow in 3 days and, during the beta, agents processed over 1,000 payments at $0.001 to $0.05 per call that settled individually on-chain. As a result, pay-per-inference runs in production with per-request spending controls enforced by infrastructure, and transaction settlement becomes auditable via verifiable on-chain records.

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AI Infrastructure AI Agents & Workflows GPU Infrastructure AWS

Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod

Amazon Web Services 6 days ago 40 ● 3 sources

Amazon SageMaker HyperPod is presented with a reference multi-tenant design so multiple internal teams can share one GPU cluster while keeping workload isolation, fair scheduling, and per-team cost visibility. The example architecture shows two teams sharing a single HyperPod EKS cluster using separate Kubernetes namespaces plus per-team identity and governance controls. This shifts operations from unmanaged, cross-team usage to a setup where access is tied to IAM Identity Center groups and namespaces, and spend can be attributed per team via namespace-level cost allocation.

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AI Infrastructure Enterprise AI GPU Infrastructure AWS

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