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Blogs & Publications

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Lab / org research blogs

  • OpenAI Blog: openai.com/news. Launches and research. The announcement of record.
  • Anthropic: anthropic.com/news and Research at anthropic.com/research. Interpretability, alignment, and Claude/Claude Code releases. The interpretability posts are unusually readable.
  • Google DeepMind: deepmind.google/discover/blog. Gemini, the AlphaFold lineage, and frontier science.
  • Hugging Face Blog: huggingface.co/blog. Open-source work: fine-tuning, quantization, and new-model deep dives. 🔄
  • Meta AI / FAIR: ai.meta.com/blog. Llama lineage and open research.
  • Ai2 (Allen Institute): allenai.org/blog. Fully-open models (OLMo/Tülu) with training details others omit.
  • Mistral AI: mistral.ai/news. The European open-weight lab's model releases and research notes.
  • Microsoft Research: microsoft.com/research/blog. Deep in-house work on agents, systems, and HCI; often ahead of the product cycle.
  • Qwen (Alibaba): qwenlm.github.io/blog. Primary source for the Qwen open-weight family's releases and technical reports. 🔄

Individual voices

  • Simon Willison: simonwillison.net. A practical-LLM log documenting what current models can do; a good single individual blog to read.
  • Armin Ronacher: lucumr.pocoo.org. Long-form on agentic coding ("The Coming Loop," "Tools: Code Is All You Need," "A Year of Vibes"). Candid about what didn't work.
  • Addy Osmani: addyosmani.com/blog. LLM coding workflows, "cognitive surrender," and web performance; also on Substack.
  • Andrej Karpathy: karpathy.ai / karpathy.github.io. Occasional landmark essays (e.g., "Software 2.0/3.0" thinking). His YouTube is more active than the blog.
  • Peter Steinberger: steipete.me. Field notes from building OpenClaw and working inside agent loops. 🔄
  • Dan Shapiro: danshapiro.com. Glowforge CEO. Founder-perspective essays on applying AI in a real hardware and product business.
  • Chip Huyen: huyenchip.com/blog. ML systems and AI engineering in production; author of AI Engineering (Learning Paths, Courses & Books).
  • Lilian Weng: lilianweng.github.io. Survey-style deep dives (agents, hallucination, diffusion), free and textbook-quality.
  • Sebastian Raschka: sebastianraschka.com. Companion to Ahead of AI. From-scratch LLM implementation walkthroughs.

News outlets & aggregators

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