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Meta 为 Muse 智能体推出类似电子宠物的小型穿戴设备

据 TechCrunch 报道，Meta 发布了一款类似电子宠物的小型硬件，让 Muse AI 智能体拥有新的移动载体。报道将其描述为 Muse 除手机等设备之外的另一种随身使用入口。

Managed Deep Agents v0.8: new auth, memory, and channels

Trajectories now in LangSmith: A readable view of every agent session

Introducing LangSmith Custom Apps: Build custom interfaces around your agent data

Manage Kubernetes Node Fleets with NodeWright

Kubernetes manages what runs on your nodes. Managing the nodes themselves is the challenge: kernel settings, system packages, storage layouts, security agents,...

基于 Amazon Bedrock 与开放权重模型构建 AI 编码智能体

本文介绍了如何将开源终端原生 AI 编码智能体 OpenCode 与 Amazon Bedrock 上的开放权重模型结合，打造安全、灵活且按需付费的代码助手。开发者可以配置多模型工作流，为不同任务匹配适合的模型，并在无需管理底层基础设施的情况下，将所有数据保留在自己的 AWS 账户内，兼顾开发效率与数据安全性。

ChatGPT语音功能接入邮箱、日历与Slack，向电影《她》更进一步

ChatGPT 语音功能迎来升级，现已支持接入电子邮件、日历和 Slack 等第三方插件，并由 OpenAI 的 GPT-6 Astra、Sol 和 Luna 模型提供支持。用户仅凭语音交谈便可管理日程安排、发送邮件甚至构建网站。这一更新推动 OpenAI 进一步接近山姆·奥特曼长期设想的、类似科幻电影《她》（Her）中的全天候日常 AI 助手形态。

ChatGPT 移动端上线基于语音的智能体功能

OpenAI 为 ChatGPT 移动应用推出了基于语音交互的智能体（Agentic）功能。据介绍，Pro 和 Plus 付费订阅用户将能够在手机端通过全新的“Work”标签页，利用语音等交互方式调用智能体来完成各项自动化任务。该更新进一步拓展了移动端 AI 从单纯对话转向自主执行工作任务的能力边界。

How SWE-Serve Exposes the Gap Between Local Tests and Live Serving

An AI coding agent’s patch can pass tests yet fail when the server loads a real model and handles requests. Evaluating changes to inference-serving software...

Introducing Amazon CloudWatch Omni: collaborative AI-powered observability for your applications

Amazon CloudWatch Omni is the next evolution of CloudWatch — unified observability that brings your applications and AI agents into one reimagined experience, with auto-discovered topology, natural language queries, and AI-guided investigation powered by AWS DevOps Agent.

Introducing Amazon CloudWatch Omni: AI-powered observability for generative AI and agentic workloads

Learn how Amazon CloudWatch Omni delivers AI-powered observability purpose-built for generative AI and agentic workloads. Trace, evaluate, and experiment with AI agents across any framework—directly from your IDE or a standalone web experience—using open standards and built-in evaluators for quality, correctness, and coherence.

Claude Opus 5.5 is now available on AWS

Claude Opus 5.5, Anthropic's most capable Opus model for agentic coding, knowledge work, and long-running tasks, is now available on Amazon Bedrock and Claude Platform on AWS. This post covers what's new in Opus 5.5, practical guidance, and how to start building with the model on Amazon Bedrock.

Evaluate skill-equipped agents with Strands Evals and Amazon Bedrock AgentCore

Skills let you encode domain-specific procedures as reusable, portable instructions for agents, but a fluent answer doesn't prove the agent picked the right skill or followed it. Learn how to measure skill selection and instruction following with Strands Evals and Amazon Bedrock AgentCore Evaluations.

How Reactiv automates mobile commerce 80% faster with Amazon Bedrock AgentCore

Reactiv used Amazon Bedrock AgentCore to build a multi-agent AI Scheduler that autonomously refreshes Shopify merchants' mobile apps on a schedule, reducing merchant configuration time by 80% and getting to production 33% faster.

How Trane gets building insights 60x faster with Amazon Bedrock AgentCore

In about four weeks, Trane Technologies built an AI-powered agentic solution on Amazon Bedrock AgentCore that reduced a 20-minute, multi-screen building diagnostic workflow to a 20-second natural language interaction, a 60x improvement in time-to-insight. This post shares the architectural approach and key design decisions behind the solution.

Extending public sector intelligence with Agentforce and AWS

Public sector agencies process large volumes of unstructured evidence, such as body camera footage and scanned documents. This post shows how to combine Amazon Bedrock Data Automation with the Model Context Protocol (MCP) to turn that data into structured insights and surface them through natural language queries in Salesforce Agentforce.

Introducing Worker Previews: Isolated preview environments for every change your agent makes

Worker Previews gives every branch its own URL, configuration, state, and observability, so you and your agents can test changes in parallel without affecting production.

NVIDIA Isaac ROS 5.0 Advances Agentic, Open Source Robotics Development

To build and deploy sophisticated robotics applications that can perceive, reason and act in dynamic environments, developers need new physical AI models and tools. The ROS open framework is a project from Open Robotics that helps humans build robots. NVIDIA Isaac ROS 5.0 — a collection of GPU-accelerated packages built on ROS, released today at […]

Parallel cut research time and cost in half with GPT‑6 Astra

GPT‑6 Astra allowed Parallel’s agents to research and synthesize labor-market data in half the time and at half the cost vs. prior models.

Accelerating a ROS 2 Node with an AI Agent and NVIDIA Isaac ROS

GPU acceleration can speed up compute-intensive robotics workloads, but a fast CUDA kernel alone does not guarantee a fast ROS 2 graph. As messages move between...

How to Evaluate AI Agents From Tool Calls to Task Completion

When you ship an AI agent, the key question is whether it can execute a chain of work across dozens of sequential tool calls against a live environment, and...

xAI’s Grok 4.6 is now available in Amazon Bedrock

xAI's Grok 4.6 is now available in Amazon Bedrock: a frontier model for long-running agents, coding, and knowledge work, with a 500K token context window and four reasoning effort levels. It runs on both the bedrock-mantle and bedrock-runtime endpoints, with Converse API and cross-Region inference support.

How Benchling secured multi-tenant AI agents with Amazon Bedrock AgentCore

Learn how Benchling built a defense-in-depth security architecture to run untrusted, AI agent-generated scientific code across thousands of life sciences tenants using Amazon Bedrock AgentCore Code Interpreter in VPC mode, combined with Amazon Route 53 Resolver DNS Firewall and VPC endpoint policies to block data exfiltration, including through DNS.

Announcing vllm-metal: Concurrent Serving on Apple Silicon

vllm-metal brings vLLM's paged, continuously batched serving stack to Apple Silicon, with flatter TTFT under concurrent agent load, batched MTP, and automatic M

AI Security Is an Engineering Problem — How to Solve It at Every Layer of the Agent Stack

AI security is an engineering problem. That means defined security requirements, enforceable controls, named owners and evidence that protections work. As AI becomes more capable, the industry must accelerate security engineering, broaden access to defensive tools and share what works faster. Technology Changes, Security Fundamentals Endure The internet and cloud computing changed how software operates, […]

当智能体进入生产，华为云把“开放”做成了护城河

近日，在华为全联接大会2026期间，华为公司董事、华为云CEO周跃峰发表了“共建Agentic Cloud，共赢行业智能体时代”主题演讲。题眼落在共建和行业两个词上，这恰恰点出了华为云对当前AI产业阶段的核心判断：智能体正在从技术概念走向行业落地，而落地的前提，是需要一个足够开放、足够扎实、足够懂行业的云底座。

从“算力焦虑”到“算力理性”：Akamai解答AI推理时代的ROI之问

过去两年，全球AI产业的关键词是“抢GPU”。从Meta、微软到xAI，动辄十万卡级别的集群建设不断刷新着人们对算力规模的想象。在这一背景下，笔者有幸采访到了Akamai云计算首席技术官Jay Jenkins，围绕AI算力的分配逻辑、推理场景的隐性成本、分布式架构的合规价值以及多智能体时代的基础设施挑战，进行了深入探讨。

How V7 gives AI agents institutional memory

Using GPT-5.6, V7 turns scattered company files into context agents can use to complete complex, source-linked work.

Jev-as-a-Judge for Agent Evals

v2.1.277

What's changed Added AGENTS.md support: in a project with no CLAUDE.md, Claude Code reads AGENTS.md instead; change it under "Project instructions" in /config (not yet on Bedrock, Vertex or Foundry) Added CLAUDE_GATEWAY_PROXY_IS_EGRESS_BOUNDARY=1 for Claude apps gateways whose only egress is a forward proxy: every outbound request hands the proxy the hostname instead of resolving it locally Added an optional headers: map on Claude apps gateway upstreams, to send static headers to a proxy you run in front of a provider Added a line saying a background task's update is waiting when it finishes while a panel such as /tasks is open Fixed claude -