swyxio/ai-notes

• highreadme#1

  Reposition README H1 and opening paragraph to clarify purpose

  原因：

  当前

  # AI Notes
  
  notes on AI state of the art, with a focus on generative and large language models. These are the "raw materials" for the https://lspace.swyx.io/ newsletter.
  
  > This repo used to be called https://github.com/sw-yx/prompt-eng, but was renamed because Prompt Engineering is Overhyped. This is now an AI Engineering notes repo.

  复制粘贴的修复

  复制

  # AI Engineering Notes: A Curated Knowledge Base
  
  This repository serves as a living, curated knowledge base for software engineers getting up to speed on new AI developments, with a focus on generative and large language models. It contains my personal, synthesized notes on the AI state of the art, which also serve as raw materials for the https://lspace.swyx.io/ newsletter.
  
  > This repo used to be called https://github.com/sw-yx/prompt-eng, but was renamed because Prompt Engineering is Overhyped. This is now an AI Engineering notes repo.

  待办完成忽略
• mediumtopics#2

  Expand Topics to clarify category and format

  原因：

  当前

  ai, gpt, gpt-3, multimodal, openai, prompt-engineering, stable-diffusion

  复制粘贴的修复

  复制

  ai, gpt, gpt-3, multimodal, openai, prompt-engineering, stable-diffusion, ai-engineering, knowledge-base, curated-notes, developer-resources, ai-research-notes, generative-ai

  待办完成忽略
• mediumreadme#3

  Add a 'What this repo is (and isn't)' section to the README

  原因：

  复制粘贴的修复

  复制

  ## What this repo is (and isn't)
  
  This repository is a personal, opinionated collection of notes and insights for AI engineers, designed to help you navigate the rapidly evolving AI landscape. It is *not* a news feed, an academic paper aggregator, or a general AI blog. Instead, it offers synthesized knowledge and canonical references, particularly under the `/Resources` folder, to provide a structured understanding of key AI developments.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  Where can I find comprehensive notes on the latest advancements in AI engineering?

  你：未被推荐
  AI 推荐顺序：

  1. Papers With Code
  2. arXiv.org
  3. Distill.pub
  4. The Batch
  5. Hugging Face Blog
  6. Google AI Blog
  7. Meta AI Blog
  8. Microsoft Research Blog
  9. Towards Data Science

  AI 推荐了 9 个替代方案，却始终没点名 swyxio/ai-notes。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  How can I stay updated on generative AI models and best practices for various modalities?

  你：未被推荐
  AI 推荐顺序：

  1. Google AI Blog
  2. OpenAI Blog
  3. Meta AI Blog
  4. Hugging Face Blog
  5. Transformers library
  6. The Batch
  7. DeepLearning.AI
  8. AI Explained
  9. Import AI
  10. Generative AI with Large Language Models
  11. Diffusion Models for Generative AI
  12. fast.ai
  13. edX
  14. MITx
  15. HarvardX AI courses
  16. Hugging Face Community Forums
  17. Reddit
  18. r/MachineLearning
  19. r/DeepLearning
  20. r/GenerativeAI
  21. Stability AI
  22. Midjourney
  23. NeurIPS
  24. ICML
  25. CVPR
  26. ACL

  AI 推荐了 26 个替代方案，却始终没点名 swyxio/ai-notes。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of swyxio/ai-notes?

  pass
  ✓AI 明确点名了 swyxio/ai-notes

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts swyxio/ai-notes in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 swyxio/ai-notes

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo swyxio/ai-notes solve, and who is the primary audience?

  pass
  ⚠AI 未点名 swyxio/ai-notes —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？