Artificial Intelligence & Machine Learning
Andrej Karpathy is an AI developer who previously worked at Tesla and OpenAI. His writings and explanations around deep learning are some of the most approachable technical resources on AI.
- Andrej Karpathy — Blog — Articles and thoughts on AI, neural networks, and computing.
- A 33-Year-Old Neural Network Implementation — Karpathy’s exploration of an old neural network paper and implementation.
- Forward Pass — A short story on AI.
- Whisper — OpenAI Speech Recognition — Understanding how OpenAI’s speech recognition system works.
- Meet Claude: Anthropic’s Rival to ChatGPT
- List of AI Tools
- Why Can't Language Models Continuously Learn Once Trained? — Discussion about limitations in GPT-3 style models.
Developer Experience & Web Development
Lee Robinson is the VP of Developer Experience at Vercel and writes a lot about frontend engineering, developer tooling, and systems.
- Lee Robinson — Blog
- Everything I Know About Style Guides, Design Systems, and Component Libraries
- DevHints — Handy cheatsheets for web development.
Books, Ideas & Learning
- BestBooks — Book recommendations from influential people.
- Building an Idea Factory — Developing a habit of generating ideas consistently.
This week’s rabbit holes revolved mostly around AI, developer tools, neural networks, and how people build systems for learning, creating, and generating ideas over time.