AWS released multiple AI builder capabilities in August 2026, including million-token context support for OpenAI models, cross-region inference, long-running agents, and expanded GovCloud availability.

Heurist Finance deployed a conversational AI investment workbench on AWS Bedrock AgentCore, enabling auditable market analysis with sandbox isolation and pay-per-query data access.

AWS released Ray Serve Deep Learning Containers to replace TorchServe, providing a supported, pre-assembled container for GPU inference workloads on Kubernetes clusters.