6.1 KiB
6.1 KiB
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"