Amazon SageMaker Inference 2026 年迄今新功能回顾
原标题：Amazon SageMaker Inference: 2026 year-to-date launches in review
AI 摘要
AWS 回顾了 Amazon SageMaker Inference 在 2026 年迄今发布的 13 项新能力，覆盖托管端点与 HyperPod Inference 两条部署路径。托管端点新增推理推荐与基准测试、容量感知实例池、OpenAI 兼容 API、容器缓存、可观测性、异步推理内联负载和前缀感知路由等七项功能。这些能力旨在降低生成式 AI 推理的部署门槛，缩短从模型到生产的周期，并提升容量弹性与集成便利性。
正文节选
Amazon SageMaker Inference: 2026 year-to-date launches in review Generative AI inference is uniquely hard: models are tens to hundreds of gigabytes, latency requirements are measured in tokens per second, cold starts can span multiple minutes as containers and weights transfer, GPU capacity is constrained, and traditional monitoring tools expose none of the token-level signals that matter in production. Amazon SageMaker AI offers customers the ability to deploy AI models and consume them by the