# AI与软件行业搜索规则

## 1. 核心原则
- **语言优先**：默认英文搜索，科技行业以英文为主导语言
- **权威优先**：学术机构 > 大型科技公司 > 头部科技媒体 > 开发者社区

## 2. 英文权威信息源库

### 2.1 学术与研究机构（最高优先级）
- **学术平台**：
  - arXiv: https://arxiv.org
  - NeurIPS Papers: https://papers.nips.cc
  - OpenReview: https://openreview.net
  - ACM Digital Library: https://dl.acm.org
- **顶级会议**：
  - NeurIPS: https://neurips.cc
  - ICML: https://icml.cc
  - ICLR: https://iclr.cc
  - AAAI: https://www.aaai.org
  - CVPR: https://cvpr.thecvf.com
- **研究机构**：
  - Google AI: https://ai.google
  - Microsoft Research: https://www.microsoft.com/en-us/research
  - Meta AI: https://ai.meta.com
  - OpenAI Research: https://openai.com/research

### 2.2 大型科技公司官方
- **Google**：
  - Google AI Blog: https://ai.googleblog.com
  - Google Developers: https://developers.google.com
- **Microsoft**：
  - Microsoft Tech Blogs: https://techcommunity.microsoft.com
  - Azure AI: https://azure.microsoft.com/en-us/products/ai-services
- **Meta**：
  - Meta AI: https://ai.meta.com
  - Engineering at Meta: https://engineering.fb.com
- **OpenAI**：
  - OpenAI: https://openai.com
  - OpenAI Platform: https://platform.openai.com
- **Amazon**：
  - AWS AI Services: https://aws.amazon.com/ai
  - Amazon Science: https://www.amazon.science
- **Apple**：
  - Apple Machine Learning: https://machinelearning.apple.com
- **NVIDIA**：
  - NVIDIA Developer: https://developer.nvidia.com
  - NVIDIA Blogs: https://blogs.nvidia.com

### 2.3 头部科技媒体
- **权威科技媒体**：
  - TechCrunch: https://techcrunch.com
  - Wired: https://www.wired.com
  - Ars Technica: https://arstechnica.com
  - The Verge: https://www.theverge.com
- **专业AI媒体**：
  - VentureBeat AI: https://venturebeat.com/ai
  - MIT Technology Review: https://www.technologyreview.com
  - IEEE Spectrum: https://spectrum.ieee.org
- **开发者媒体**：
  - InfoQ: https://www.infoq.com
  - TechTarget: https://www.techtarget.com

### 2.4 开发者社区与平台
- **代码平台**：
  - GitHub: https://github.com
  - GitLab: https://gitlab.com
  - Hugging Face: https://huggingface.co
- **开发者社区**：
  - Stack Overflow: https://stackoverflow.com
  - Reddit Machine Learning: https://www.reddit.com/r/MachineLearning
  - Hacker News: https://news.ycombinator.com
- **专业论坛**：
  - PyTorch Discuss: https://discuss.pytorch.org
  - TensorFlow Community: https://www.tensorflow.org/community

## 3. 头部自媒体与KOL

### 3.1 知名AI研究者Twitter
- **Geoffrey Hinton**: https://twitter.com/geoffreyhinton
- **Yann LeCun**: https://twitter.com/ylecun
- **Andrej Karpathy**: https://twitter.com/karpathy
- **Ian Goodfellow**: https://twitter.com/goodfellow_ian
- **Fei-Fei Li**: https://twitter.com/drfeifei

### 3.2 科技公司官方账号
- **OpenAI**: https://twitter.com/OpenAI
- **Google AI**: https://twitter.com/GoogleAI
- **Microsoft AI**: https://twitter.com/MSFTResearch
- **Meta AI**: https://twitter.com/MetaAI

### 3.3 知名技术博客与Newsletter
- **Distill**: https://distill.pub
- **The Batch by Andrew Ng**: https://www.deeplearning.ai/the-batch
- **Stratechery**: https://stratechery.com
- **Benedict Evans**: https://www.ben-evans.com

## 4. 搜索策略与关键词

### 4.1 技术研究搜索
**关键词模板**：
- "[technology] breakthrough [year]"
- "AI research [application] latest"
- "machine learning [domain] survey"
- "deep learning [architecture] comparison"

### 4.2 产业动态搜索
**关键词模板**：
- "AI startup funding [period]"
- "tech IPO [quarter] [year]"
- "software market trends [sector]"
- "AI adoption enterprise [industry]"

### 4.3 开源项目搜索
**关键词模板**：
- "GitHub trending [language] [timeframe]"
- "open source AI projects [year]"
- "[framework] new features [version]"
- "developer tools [category] [year]"

### 4.4 政策监管搜索
**关键词模板**：
- "AI regulation [country] [year]"
- "data privacy [framework] [region]"
- "algorithm transparency [policy]"
- "AI ethics guidelines [organization]"

## 5. 行业专门搜索网站

### 5.1 AI/ML专业平台
- **Papers With Code**: https://paperswithcode.com
- **Towards Data Science**: https://towardsdatascience.com
- **AI Research Blog**: https://ai.googleblog.com
- **Distill**: https://distill.pub

### 5.2 开发者工具与平台
- **Hugging Face**: https://huggingface.co
- **Kaggle**: https://www.kaggle.com
- **Google Colab**: https://colab.research.google.com
- **Jupyter**: https://jupyter.org

### 5.3 科技分析与投资
- **CB Insights AI**: https://www.cbinsights.com/research/artificial-intelligence-trends
- **Crunchbase**: https://www.crunchbase.com
- **PitchBook**: https://pitchbook.com

## 6. 实时监控重点

### 6.1 高频监控（每日）
- arXiv新论文发布
- GitHub trending repositories
- 主要科技公司博客更新
- Hacker News热门技术讨论

### 6.2 中频监控（每周）  
- 重要会议论文发布
- 开源项目版本更新
- 科技公司财报与产品发布
- AI政策法规动态

### 6.3 低频监控（每月）
- 学术会议proceedings
- 行业研究报告
- 长期技术趋势分析

## 7. 文件命名与归档

### 7.1 命名规则
- **技术研究**：`YYYYMMDD_AI_Tech_[Technology/Algorithm].docx`
- **产业动态**：`YYYYMMDD_AI_Industry_[Company/Sector].docx`
- **开源项目**：`YYYYMMDD_AI_OpenSource_[Project/Framework].docx`
- **政策监管**：`YYYYMMDD_AI_Policy_[Region/Topic].docx`

### 7.2 内容格式
**文档头部**：
- Source: [完整URL链接]
- Keywords: [Search terms]
- Search Time: [YYYY-MM-DD HH:MM UTC]
- Category: [Research/Industry/OpenSource/Policy]
- Technical Level: [Basic/Intermediate/Advanced]

## 8. 中国特定搜索（仅当明确要求时）

### 8.1 中文AI平台
- 机器之心: https://www.jiqizhixin.com
- AI科技评论: https://www.leiphone.com/category/ai
- 雷锋网: https://www.leiphone.com
- 36氪AI: https://36kr.com/channel/artificial-intelligence

### 8.2 中文关键词
- "人工智能"、"机器学习"、"深度学习"、"算法"