📊 Source Intelligence
Useful for: Tracking model releases, benchmarks, and how the labs explain themselves.
What we learn from them: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release.
How we compete: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax.
| Source | Group | What it is |
|---|---|---|
| Anthropic Docs docs.anthropic.com | Learn & Build | Claude API and Claude Code docs. |
Why it’s on the study list: filed under Learn & Build — Claude API and Claude Code docs. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit docs.anthropic.com → | ||
| Hugging Face huggingface.co | Learn & Build | Models, datasets, and demos. |
Why it’s on the study list: filed under Learn & Build — Models, datasets, and demos. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit huggingface.co → | ||
| Google AI ai.google | Learn & Build | Research and tools. |
Why it’s on the study list: filed under Learn & Build — Research and tools. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit ai.google → | ||
| OpenAI openai.com | Learn & Build | Models and developer platform. |
Why it’s on the study list: filed under Learn & Build — Models and developer platform. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit openai.com → | ||
| The Batch deeplearning.ai | News & Research | Andrew Ng's AI newsletter. |
Why it’s on the study list: filed under News & Research — Andrew Ng's AI newsletter. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit deeplearning.ai → | ||
| arXiv cs.AI arxiv.org | News & Research | Latest AI papers. |
Why it’s on the study list: filed under News & Research — Latest AI papers. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit arxiv.org → | ||
| Internet Archive archive.org | News & Research | Web and media preservation. |
Why it’s on the study list: filed under News & Research — Web and media preservation. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit archive.org → | ||
| Papers with Code paperswithcode.com | Ten more worth your time | SOTA models + code. |
Why it’s on the study list: filed under Ten more worth your time — SOTA models + code. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit paperswithcode.com → | ||
| Google DeepMind deepmind.google | Ten more worth your time | Frontier research. |
Why it’s on the study list: filed under Ten more worth your time — Frontier research. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit deepmind.google → | ||
| Stanford HAI hai.stanford.edu | Ten more worth your time | Human-centered AI. |
Why it’s on the study list: filed under Ten more worth your time — Human-centered AI. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit hai.stanford.edu → | ||
| Import AI importai.substack.com | Ten more worth your time | Weekly research digest. |
Why it’s on the study list: filed under Ten more worth your time — Weekly research digest. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit importai.substack.com → | ||
| Hugging Face Papers huggingface.co | Ten more worth your time | Trending papers. |
Why it’s on the study list: filed under Ten more worth your time — Trending papers. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit huggingface.co → | ||
| Distill distill.pub | Ten more worth your time | Visual ML explainers. |
Why it’s on the study list: filed under Ten more worth your time — Visual ML explainers. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit distill.pub → | ||
| Alignment Forum alignmentforum.org | Ten more worth your time | AI-safety research. |
Why it’s on the study list: filed under Ten more worth your time — AI-safety research. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit alignmentforum.org → | ||
| Simon Willison simonwillison.net | Ten more worth your time | Hands-on LLM notes. |
Why it’s on the study list: filed under Ten more worth your time — Hands-on LLM notes. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit simonwillison.net → | ||
| Latent Space latent.space | Ten more worth your time | AI-engineering podcast. |
Why it’s on the study list: filed under Ten more worth your time — AI-engineering podcast. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit latent.space → | ||
| Ahead of AI magazine.sebastianraschka.com | Ten more worth your time | ML deep-dives. |
Why it’s on the study list: filed under Ten more worth your time — ML deep-dives. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit magazine.sebastianraschka.com → | ||
| Anthropic anthropic.com | Labs & Models | Claude models & research. |
Why it’s on the study list: filed under Labs & Models — Claude models & research. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit anthropic.com → | ||
| Meta AI ai.meta.com | Labs & Models | Llama & open research. |
Why it’s on the study list: filed under Labs & Models — Llama & open research. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit ai.meta.com → | ||
| Mistral AI mistral.ai | Labs & Models | Open-weight models. |
Why it’s on the study list: filed under Labs & Models — Open-weight models. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit mistral.ai → | ||
| Ars Technica AI arstechnica.com | News & Learning | Rigorous AI reporting. |
Why it’s on the study list: filed under News & Learning — Rigorous AI reporting. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit arstechnica.com → | ||
| TechCrunch AI techcrunch.com | News & Learning | Startup & funding news. |
Why it’s on the study list: filed under News & Learning — Startup & funding news. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit techcrunch.com → | ||
| fast.ai fast.ai | News & Learning | Practical deep learning. |
Why it’s on the study list: filed under News & Learning — Practical deep learning. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit fast.ai → | ||
| MIT Technology Review technologyreview.com | News & Learning | AI analysis. |
Why it’s on the study list: filed under News & Learning — AI analysis. Study angle: The labs publish dense primary sources; the best aggregators win by translating jargon into plain English within hours of a release. Our edge: We compete on clarity and speed — plain-language guides, updated the day things change, with no hype tax. Visit technologyreview.com → | ||