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Announcing the updated AWS Well-Architected Generative AI Lens

Architecture Blog



This article announces an update to the AWS Well-Architected Generative AI Lens, providing updated architectural best practices for building generative AI workloads on AWS.

  • New SageMaker HyperPod guidance for model training and inference at scale
  • Expanded responsible AI preamble covering eight core dimensions of responsible AI
  • New data architecture preamble for designing systems supporting generative AI workloads
  • New agentic AI preamble introducing architecture paradigms for agentic systems
  • Eight new architecture scenarios covering autonomous call centers and knowledge worker co-pilots
  • Useful for business leaders, data scientists, engineers, and compliance leaders

The updated lens is now available and provides a framework for architecting generative AI workloads with operational excellence, security, reliability, and cost optimization.



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