对很多公司来说，数据基础设施就像一个黑盒子：数以百万计的数据点被送进去，复杂查询在里面运行，然后报表被吐出来。但一旦系统变慢、成本飙升，或者某个关键 dashboard 突然空白，想找到根因就像在黑暗里摸索。为了让这个问题更清晰地被看见，实时购物平台 Whatnot 在 Snowflake Summit 2026 上与 Snowflake 同台分享了他们的实践。这个合作案例说明，现代数据工具可以在巨大的实时压力下，依然让客户体验保持顺滑、可靠且完全可见。
Cloudflare 推出了 WriteGuard（目前处于私有测试阶段），旨在为 MCP（模型上下文协议）服务器提供精细化的安全控制。
（翻译）超大规模AI与以太网演进：Spectrum-X以太网如何改写规则
The massive growth of generative AI has fundamentally altered data center design. As distributed model training scales to span hundreds of thousands of GPUs…
（翻译）借助 NVIDIA DSX MaxLPS 最大化 AI 工厂每瓦性能
AI factories are power-constrained industrial systems. The question is no longer how many GPUs fit in a data center, but how much AI output each available…
（翻译）AI 驱动的元数据修正与协调
Metadata harmonization (standardizing labels, identifiers, and formats so datasets can work together) is still largely manual. This post shows how AI-powered metadata correction works in practice, covering two approaches, human-in-the-loop validation and autonomous agent-driven workflows, plus gover
（翻译）扩展Gemini API中的托管Agent：后台任务、远程MCP等
We’re announcing new capabilities in Managed Agents in Gemini API so developers can build reliable, production-ready agents.
（翻译）同一集群，利用率提升33个百分点：改变的是顺序
A Blog post by Dharma-AI on Hugging Face
（翻译）向AI专家提问：全栈到底是什么？
A Google expert explains what it means to take a full-stack approach to AI and why it’s been the foundation of our AI work for so long.
（翻译）借助 AWS 上的智能体 AI 加速飞机 IFEC 诊断
Panasonic Avionics worked with AWS and the AWS Generative AI Innovation Center to build an agentic AI system on Amazon Bedrock, Amazon SageMaker, and AWS Glue that diagnoses in-flight entertainment and connectivity (IFEC) issues across a global fleet, reducing diagnosis time from hours to minutes wh
（翻译）使用Snowflake、Amazon SageMaker Canvas和Amazon Quick构建无代码机器学习工作流——第2部分：使用Amazon SageMaker Canvas进行数据准备和模型构建
In Part 2 of this no-code ML series, you connect Amazon SageMaker Canvas to Snowflake, prepare and join transaction data with Data Wrangler visual transformations, and train an XGBoost fraud detection model. All without writing machine learning code, laying the groundwork for interactive dashboards
（翻译）在 Amazon Bedrock AgentCore 中通过自然语言编写 Dogwood 策略
AI agents can take actions that do not match your organization's policies. Policy in Amazon Bedrock AgentCore lets teams enforce controls across agents, now including time-based constraints. This post shows how Policy Authoring turns natural-language policy documents into correct Dogwood policies, w
（翻译）Baseten 成为 Hugging Face 推理提供商
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
（翻译）在 NVIDIA GB300 NVL72 上提供 Qwen3.8-2.4T-A95B（2.4T 参数模型）的可配置推理服务
Alibaba released the open weights for Qwen3.8-2.4T-A95B (Qwen3.8-Max), its largest open-weight model, bringing near-frontier capabilities to the open ecosystem.
（翻译）借助 NVIDIA Dynamo 中的影子引擎恢复在数秒内恢复 LLM 推理容量
When an LLM engine process fails, the standard recovery path involves a cold restart. This requires loading weights into HBM from storage, compiling kernels…
