We have identified how millions of concepts are represented inside Claude Sonnet, one of our deployed large language models. This is the first ever detailed look inside a modern, production-grade large language model.

I often see a lot of people with outdated understanding of modern LLMs.

This is probably the best interpretability research to date, by the leading interpretability research team.

It’s worth a read if you want a peek behind the curtain on modern models.

  • RichardEnglish
    7•7 months ago

    Yes, but people forget that our brains, and therefore our minds, are also “simply” statistics, albeit very complex.

    • Zos_KiaEnglish
      5•7 months ago

      Yeah I found this kind of reductionist talk pushes people to overlook the emerging properties of the system, which is where the meat of the topic is. It’s like looking at a living cell and saying “yeah well this is just chemistry”.