Chain-of-Thought Extraction Attack on Claude & GPT
Two API calls recover hidden chain-of-thought from Claude, GPT, and Gemini using their cheapest models. Here is the fix.
116页论文实锤：Claude和GPT的隐藏思维链，被两步API调用提取
116 页论文实锤：研究者仅用两次 API 调用，借各家最便宜的小模型就恢复了 Claude/GPT/Gemini 隐藏的完整思维链，顶级模型「隐藏推理」防线告破。
2026 主流 AI 大模型盘点：按赛道选型的实用指南
2026 主流 AI 大模型盘点：按赛道选型的实用指南。前沿模型已裂成专业赛道（通用/编程/多模态/文生视频），先定义任务再选模型，附决策框架与当前格局地图。
AI Models 2026: How to Choose (Lane-by-Lane Guide)
Picking an AI model in 2026 is not "which is best" — it's "which is best for what you're doing." The frontier has split into specialized lanes; this guide maps the landscape and gives you a decision framework.
MindVideo AI 实测：文生视频工具的提示词到剪辑全流程
MindVideo AI 实测：文生视频工具从提示词到剪辑全流程。围绕完整流程设计（描述概念/生成场景/编辑组装），更像短视频生产助手而非一次性生成器，中文创意工作流积累口碑。
MindVideo AI: Hands-On Text-to-Video Walkthrough (2026)
MindVideo has built a reputation as an AI text-to-video tool for Chinese-language creative workflows. This hands-on walkthrough covers what it can do and the full pipeline from prompt to edited final cut.
OpenAI 一键搬空 Claude Code：配置、技能、聊天全进 Codex，唯独带不走模型
OpenAI 一键搬空 Claude Code：配置、技能、聊天全进 Codex，唯独带不走模型。ChatGPT 桌面端新增 Import 入口，可导入 Claude Code/Claude Cowork/Cursor 配置。
Codex Import: What Moves From Claude Code, What Breaks
The most expensive part of switching AI coding tools was never the subscription — it was accumulated setup. Here's what Codex import moves from Claude Code and what breaks in the one-way migration.
Manus 是什么？AI 智能体平台入门指南
Manus 入门指南：用大白话讲清它是 AI Agent 平台而非聊天机器人——能做什么（研究分析、内容文档、任务自动化）、怎么上手，以及它背后 Agent 平台的趋势信号。
What Is Manus? The AI Agent Platform, Explained
Manus keeps making headlines — most recently for regaining independence from Meta and moving HQ to Singapore. Behind the drama is a genuinely useful product; here's what it is and what it can do.
AI OCR 工具实测：截图/PDF/表格/手写，谁能变成干净数据
实测主流 AI OCR 工具：截图、扫描 PDF、表格、手写四类混乱文档，谁识别准、输出结构化、支持私有化部署。PaddleOCR 开源首选，MinerU 转 Markdown，JPG2Excel 转表格。
AI OCR Tools Tested (2026): From Screenshot to Structured Data
In 2026 AI OCR means turning messy real-world documents — screenshots, scanned PDFs, tables, handwriting — into clean, structured data. We tested the leading tools on real content.