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www.infoq.com ·
@Andrew Martin
演讲：GPU爆炸——AI安全与Kubernetes安全深度绑定
InfoQ演讲中，Andrew Martin阐述AI安全与Kubernetes安全的内在关联，梳理不断演变的AI威胁态势，包括非确定性Agent行为、GPU供应链漏洞、共享算力风险，并介绍从提示防火墙到Agent身份管理的实用防御策略，面向生产环境中的云原生AI工作负载。
AI推荐理由 InfoQ演讲，作者Andrew Martin讨论AI安全与Kubernetes安全的关联，涵盖非确定性Agent行为、GPU供应链漏洞、共享算力风险及提示防火墙、Agent身份等防御策略，对生产环境云原生AI安全有实际参考价值。
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正文
Andrew Martin discusses why AI security is fundamentally tied to Kubernetes security. He shares insights into the evolving AI threat landscape, covering non-deterministic agent behavior, GPU supply chain vulnerabilities, shared compute risks, and practical defense strategies - from prompt firewalling to agentic identity - to help secure cloud-native AI workloads in production environments. By Andrew Martin