微软CEO纳德拉宣布为Microsoft 365 Copilot推出AI功能Project Opal，定位为可控安全环境中的智能体，可规划执行复杂长周期任务，从快速问答拓展至委派型工作与长期自动化，用户下达任务后可持续运行数小时。
MuleRun（骡子快跑）是一款主打“自进化”与“零门槛”的个人AI助手，以云端数字劳动力形式提供稳定、廉价且高耐力的服务。其最大特点是无需复杂本地部署，打开浏览器即可使用。通过长期监控与即时任务两种工作模式，覆盖用户全场景需求。
OpenAI发布GPT-5.3-Codex编码模型，性能与推理能力显著提升，运行速度加快25%，能高效处理复杂长期任务。
OpenAI发布GPT-5.2-Codex，这是其最先进的智能体编程模型。它专为处理复杂、长期的现实编码任务设计，在基准测试中创下新纪录，并能自主完成从代码理解、环境搭建到漏洞挖掘和提交Pull Request的全流程。该模型融合了GPT-5.2的通用推理能力和GPT-5.1-Codex-Max的终端操作功能，标志着AI在软件工程实战能力上的重大突破。
复杂长期任务的视觉规划
Openai
$2.8
输入tokens/百万
$11.2
输出tokens/百万
1k
上下文长度
-
Anthropic
$105
$525
200
Google
$0.7
$7
$35
$21
Alibaba
$4
$16
$6
$24
256
Moonshot
$54
$163
$1.6
128
$1.75
$14
400
$0.35
$2
64
$15
Bytedance
$0.8
$8
Chatglm
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