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uniopen, a Taiwan-based retail platform, adapted Amazon Nova 2 Lite to its specific moderation taxonomy. Using supervised fine-tuning via SageMaker AI and prompt optimization, they achieved production-ready moderation quality, governed by robust evaluation gates and integrated AWS workflows.
AWS introduces support for building event-driven (ambient) agents on Bedrock AgentCore, enabling agents to respond to infrastructure events and incorporate human review via a unified workflow. Developers can now orchestrate serverless, framework-agnostic workflows with HITL and integrate with AWS event sources.
Claude Platform on AWS now supports unified, multi-environment access from a single subscription with secure isolation and flexible authentication for AWS workloads, developers, and external services.
NVIDIA NeMo Agent Toolkit (NAT) now supports Amazon S3 Vectors as a custom persistent memory backend, enabling scalable, consistent, and cost-effective agent memory suitable for large-scale production AI agents on AWS.
Amazon Payments applied a multi-objective, contextual bandit algorithm on AWS SageMaker to personalize content throughout an acquisition funnel, achieving significant conversion improvements for one audience and highlighting the importance of content quality.
