Generative AI capabilities - AWS Prescriptive Guidance

Generative AI capabilities

Influence the future of the AWS Security Reference Architecture (AWS SRA) by taking a short survey.

This section discusses secure access, usage, and implementation recommendations for the following generative AI capabilities:

Most capability sections include the following information:

  • Rationale explains what the capability does and when to use it.

  • Security considerations describes risks that are specific to the capability.

  • Remediations reviews the AWS services and features that address the risks.

  • Recommended AWS services to build the capability securely.

All capabilities build on Capability 1 (foundation model inference) because they all invoke models. When you combine capabilities, apply security controls from each relevant section. For example, a customized model with Retrieval Augmented Generation (RAG) requires controls from Capabilities 1, 2, and 3.