为人工智能应用设计和部署定制化防护措施.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A I M 4 2 1Design and deploy custom guardrails for AI applicationsBharathi SrinivasanGen AI Data ScientistAWS Kait Healy Startups Solutions ArchitectAWS 2025,Amazon

2、Web Services,Inc.or its affiliates.All rights reserved.AgendaWhy should you build your own guardrailsImplementation&best practicesArchitecture whiteboarding 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.4Finding a balance in building AI systemsE M E R G I N G R I S K S A N D C H

3、 A L L E N G E SE X P E C T E D B E N E F I T S 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AWS Responsible AI dimensions5ControllabilityPrivacy&SecuritySafetyFairnessVeracity&RobustnessExplainabilityTransparencyGovernance 2025,Amazon Web Services,Inc.or its affiliates.All rig

4、hts reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Why guardrails?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AI Guardrails are safeguards,spanning technical,regulatory and responsible AI dimensions that are enforced at runtimeThink of guardrails a

5、s AIs conscience always there,rarely noticed,but critically important.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Why do you need additional controls?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Amazon Bedrock GuardrailsBYO GuardrailsLayering Guardrails f

6、or Responsible AIApply safeguards customized to your generative AI application requirements and responsible AI policiesWhen you need more flexibility,or have different requirementsConsidering tradeoffs between cost,latency,and qualityFairness guardrails forfinal resultsPrivacy guardrails forprompt.S