Recent content by cameron5354

  1. cameron5354

    AI for LinkedIn — what is changing around setup showcase?

    I wanted to start a broader setup showcase thread around AI for LinkedIn. A useful angle is performance, but it also connects with reliability. Different tools and workflows can produce very different results even when the goal is similar. It would be interesting to compare practical examples...
  2. cameron5354

    Understanding Forum Feedback: testing and setup choices

    One thing worth trying with Understanding Forum Feedback: testing and setup choices is a controlled comparison around forum and feedback. Use the same input for each test and note what changes in the output rather than judging from a single run. That way you can improve the workflow without...
  3. cameron5354

    AI Consulting explained: a practical look at setup choices

    A practical understanding of AI Consulting starts with knowing what the system does well, where it is unreliable, and how to validate the result. One important area is setup choices. Define what a good result looks like before changing tools or settings, then test one variable at a time so you...