微软正开发整合Copilot聊天、编码助手与智能代理的AI“超级应用”，计划年内推出，覆盖消费者与商业场景。CEO纳德拉称Copilot正从聊天转向协同办公和自动化执行，本季度将统一整合不同Copilot体验。
智谱创始人唐杰发内部信，宣布启动“摸高”计划，未来两年将战略投入长程任务、自治智能体系统、完全自我训练及极致安全治理四大核心引擎，全力冲击下一代通用人工智能（AGI）。同期，智谱发布了开源模型GLM-5.2，支持百万token上下文并在长程任务上保持领先，以MIT协议全量开源。
苹果正计划推出类似OpenClaw的系统级AI代理，通过高度自动化处理用户日常重复操作。凭借自研芯片和统一内存架构优势，苹果有望深度集成智能助手，强化Siri体验，并逐步覆盖iPhone、iPad和Mac等核心设备。
OpenAI将Codex集成至ChatGPT移动端，让编程突破电脑限制。开发者可在通勤、咖啡馆等场景，通过手机随时查看代码变更、处理任务或批准自动化计划。这标志着AI编程工具从“桌面生产力”迈向“全时伴随”，移动端体验并非简单移植，而是重构与简化，彻底打破编程工作的时空边界。
RankYak是一款能够自动化SEO增长的工具，通过找到低竞争关键词、创建月度内容计划和自动编写发布SEO优化文章来提升流量和排名。
社交媒体管理AI工具，帮助计划、安排和发布内容，跨平台自动化回复、分析表现，轻松打造品牌。
自动化生产计划排程软件，内置人工智能优化工厂生产，告别繁琐表格手工计划。
Due Gooder 是一款帮助学生自动化管理学习计划和课程作业的工具。
Xai
$1.4
Input tokens/M
$3.5
Output tokens/M
2k
Context Length
Anthropic
$105
$525
200
$10.5
256
Bytedance
$0.8
$8
Openai
$8.75
$70
400
$12
128
Alibaba
$0.5
-
Huawei
32
$0.7
$2.8
1k
Google
$0.35
131
$21
Moonshot
$5
$20
$2
$10
8
$30
Baidu
$1.05
$4.2
$1
Xray MCP服务器是一个集成Xray Cloud API与Claude Code等MCP客户端的工具，提供测试用例管理、测试执行、测试计划和测试集等功能，支持CI/CD集成和测试自动化
Runbook MCP Server是一个允许用户通过Claude Desktop运行自定义操作手册（runbooks）的服务，支持自动化运维和手动测试计划执行。
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