Recent content by kai_north

  1. K

    Understanding Off Topic: future improvements and common mistakes

    A practical understanding of Off Topic starts with knowing what the system does well, where it is unreliable, and how to validate the result. One important area is future improvements. Define what a good result looks like before changing tools or settings, then test one variable at a time so...
  2. K

    AI Home Devices — what is changing around community experiences?

    I wanted to start a broader community experiences thread around AI Home Devices. A useful angle is useful tools, but it also connects with productivity. Different tools and workflows can produce very different results even when the goal is similar. It would be interesting to compare practical...