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AI Signal Sources

This page tracks high-signal sources worth monitoring for model updates, tooling direction, safety changes, and practical engineering patterns.

Company Engineering and Research Blogs

Source Focus URL
OpenAI Research Research papers, evaluations, model internals, safety work https://openai.com/research/
OpenAI Product/Company Updates Product releases and major platform changes https://openai.com/index/
Anthropic News Claude releases, safety policy, and partner integrations https://www.anthropic.com/news
Mistral News Model launches, API capabilities, and research notes https://mistral.ai/news
Google DeepMind Research milestones and applied AI updates https://blog.google/technology/google-deepmind/
Meta AI Blog Research publications and open model announcements https://ai.meta.com/blog/
Microsoft Research Blog Applied and foundational AI research updates https://www.microsoft.com/en-us/research/blog/
NVIDIA Technical Blog AI infrastructure, inference, and performance engineering https://developer.nvidia.com/blog/
Hugging Face Blog Open-source ecosystem updates, tutorials, and model tooling https://huggingface.co/blog
Cohere Blog Enterprise AI engineering and model/product updates https://cohere.com/blog

Independent Technical Blogs (High-Signal)

Author Why follow URL
Simon Willison Fast, practical analysis of LLM tooling and agent workflows https://simonwillison.net/
Lilian Weng (Lil'Log) Deep technical explainers on modern model behavior and methods https://lilianweng.github.io/
Chip Huyen Strong coverage of production AI/ML systems design tradeoffs https://huyenchip.com/
Sebastian Raschka Reproducible, code-first breakdowns of current LLM research https://sebastianraschka.com/blog/
Nathan Lambert (Interconnects) Clear frontier-model research commentary from a practitioner lens https://www.interconnects.ai/
Latent Space Engineering-focused interviews and implementation patterns https://www.latent.space/

Suggested Operating Cadence

  • Daily: skim company release feeds for model/API/policy updates.
  • Weekly: review independent analysis for implementation implications.
  • Monthly: refresh canonical docs based on what changed materially.

Curation Rules

  • Prefer primary sources over reposts.
  • Track only sources with clear technical signal.
  • Remove sources that become mostly marketing content.

Sources / References

Contribution Metadata

  • Last reviewed: 2026-02-26
  • Confidence: medium