亚马逊 Bedrock 保护措施:从设计上构建安全、受管控的生成式 AI

📄 中文摘要

生成式 AI 能够带来巨大的生产力提升,但如果缺乏适当的控制措施,可能会引发安全风险、合规性违规、幻觉和声誉损害。亚马逊 Bedrock 保护措施在平台层面解决了这一问题。与其依赖脆弱的提示工程或分散的应用逻辑,保护措施提供了集中、可执行的政策,规范生成式 AI 系统在模型推理前后的行为。这些保护措施在生产生成式 AI 架构中扮演着重要角色,确保系统的安全性和合规性。

📄 English Summary

Amazon Bedrock Guardrails: Architecting Safe, Governed Generative AI by Design

Generative AI offers significant productivity gains, but without proper controls, it can introduce security risks, compliance violations, hallucinations, and reputational damage. Amazon Bedrock Guardrails address this issue at the platform level. Rather than relying on fragile prompt engineering or scattered application logic, guardrails provide centralized, enforceable policies that govern how generative AI systems behave before and after model inference. These guardrails play a crucial role in production generative AI architecture, ensuring the safety and compliance of the systems.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等