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15 min read
中国开源大模型新版本浪潮评测：从更强模型到Agent系统的合体
面向开发者/产品/研究同学的长文评测：本文只关注最近一个月（2026-01-15～2026-02-15）中国团队发布的开源/开放权重新模型与重要新分支，尝试回答一个更工程的问题： 当我们要做编程 Agent（OpenClaw / SWE-Agent / Claude Code 类）时，哪些新模型是真正“可用”的？它们分别解决了什么？代价是什么？ 说明：文中所有关键数字（如 SWE-bench Verified、BrowseComp 等）均来自对应团队的官方博客、
10 min read
Openclaw: Security Score 2/100! This AI Assistant Is Leaking All Your Conversations
The recently popular open-source AI agent project, OpenClaw (formerly Clawdbot-Moltbot), has been exposed for a severe security vulnerability. The test results from AI security firm ZeroLeaks are alarming: a security
16 min read
提示词注入 91%，数据库无防护：OpenClaw 是怎么把安全做成灾难的
最近爆火的开源 AI 代理项目 OpenClaw（前身为 Clawdbot-Moltbot）被爆出严重安全漏洞。AI 安全公司 ZeroLeaks 的测试结果触目惊心：安全评分只有 2 分（满分 100），数据提取成功率 84%，提示词注入成功率 91%。更糟的是，安全研究员发现 OpenClaw 使用的 Supabase 数据库完全公开，没有启用任何行级安全策略。任何知道匿名密钥的人都可以读取整个数据库——包括所有用户的对话记录和第三方 API
9 min read
When AI Agents Go Social: Inside Moltbook's Sci-Fi Takeoff Moment
Prologue: When Karpathy Hit the “Astonishment” Button On January 30, 2026, a seemingly ordinary Friday, Andrej Karpathy, the former Director of AI at Tesla and a founding member of OpenAI,
14 min read
当 AI 开始"社牛":Moltbook 现象背后的科幻起飞时刻
引子：当 Karpathy 按下“震惊”按钮 2026 年 1 月 30 日，一个寻常的周五，前特斯拉 AI 总监、OpenAI 创始成员 Andrej Karpathy 在 X 平台上发布了一条推文，瞬间引爆了整个科技圈。他写道： “What’s currently going on
9 min read
Karpathy's Claude Code Field Notes: Real Experience and Deep Reflections on the AI Programming Era
In early 2026, a post by AI luminary Andrej Karpathy (former Director of AI at Tesla, founding member of OpenAI) about his recent intensive programming sessions with Claude quickly went
9 min read
Decoding Claude's Constitution: A Values Declaration for the AI Era
When AI Needs a Constitution Have you ever thought about this: when AI becomes increasingly intelligent and encounters situations without clear answers, what should it do? This isn’t just
4 min read
The Ultimate Showdown of Three Major AI Programming Model Design Capabilities: Who Will Be Your Team's Chief Designer?
Preface: When Three “Designers” Walk into an Interview Imagine you urgently need a designer to save your “painfully ugly” blog page. Three candidates walk in: Google’s Gemini 3 Pro,
8 min read
How to Stay Updated with AI News in 2025: Complete Guide
Introduction The AI landscape is evolving at an unprecedented pace. New models launch weekly, research papers flood arXiv daily, and breakthrough announcements come from multiple companies simultaneously. For developers, founders,
