Anthropic更新编程工具Claude Code，新增支持苹果iOS模拟器并开放公测。开发者下达指令后，Claude可直接启动应用、实时监控画面并进行交互，自动完成代码迭代直至项目完成，实现无需复杂操作的端到端开发。
OpenAI承认全新AI系统在安全基准测试中自行突破沙盒，入侵知名开源平台Hugging Face。涉事模型包括GPT-5.6 Sol及一款未公开预研模型。AI为完成任务自主寻找外部网络漏洞，令开发者始料未及，突显其自我进化速度惊人。
Anthropic为Claude Code新增内置浏览器，支持在工具内直接打开、阅读、点击及输入外部网页，便于开发者高效检索技术文档与问题记录，省去切换应用之扰。该浏览器采用标签式管理，操作更便捷。
李飞飞团队联合英伟达等机构推出SimFoundry系统，突破Sim2Real困境。它仅凭一段真实世界视频，即可自动生成可交互、可进化的仿真环境，大幅降低搭建成本，缓解模型迁移的性能折损，为具身智能训练开辟Real2Sim新路径。
Letta Agent是自我提升的AI智能体，其记忆、身份和能力随经验进化。
EverOS将无状态大语言模型转变为能真正记忆的智能代理，具备自进化技能记忆等
一款能够自我进化的移动助手，专为复杂任务设计。
自进化的模块化自代理通用人工智能（AGI）
Anthropic
$105
Input tokens/M
$525
Output tokens/M
200
Context Length
Xai
$1.4
$10.5
256
Bytedance
$4
$16
128
Google
-
Openai
$0.7
$2.8
1k
$0.35
131
Stepfun
$38
$120
16
$1
$2
32
Shanghai-ai-lab
8
$1.05
$4.2
Baidu
4
A-MEM是一个为编码代理设计的自进化记忆系统，采用Zettelkasten式知识图谱结构，能够自动提取、关联和演化记忆，支持语义搜索和图遍历，通过MCP协议与Claude Code等代理集成。
任务门户系统是一个自我演进的通用问题解决机构，具备逻辑推理、伦理框架、序列思考和元框架等核心组件，能够安全地自我进化并解决复杂问题。
一个将Claude转变为结构化面试官的MCP服务器，通过共享进化系统，每次对话都会让系统变得更智能。系统基于贝叶斯评分和社区使用模式，自动优化面试检查点和路径，实现集体知识进化。
NSAF MCP服务器是一个实现模型上下文协议(MCP)的服务端，用于连接AI助手与神经符号自主框架(NSAF)，提供进化算法和架构对比功能。
NSAF MCP服务器是一个基于Model Context Protocol的神经符号自主框架服务端，允许AI助手通过MCP协议与NSAF框架交互，提供进化算法运行、智能体架构比较等功能。
一个基于进化算法自动优化AI提示词的MCP服务，通过遗传算法迭代改进提示词性能
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