Recent content by callumplane

  1. callumplane

    AI tutorial: how to improve creative uses with AI Benchmarks

    This tutorial shows a simple repeatable way to work with AI Benchmarks while focusing on creative uses. Step 1: Define the result you want. Write down the output format, quality requirements, and any limits before you start. Step 2: Prepare a small representative example. Test with something...
  2. callumplane

    How to build a better future improvements workflow in Coding Help

    One thing worth trying with How to build a better future improvements workflow in Coding Help is a controlled comparison around step and future. Use the same input for each test and note what changes in the output rather than judging from a single run. That should make it easier to tell whether...
  3. callumplane

    AI Beginners knowledge guide: improving deployment

    A useful way to understand AI Beginners is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is deployment. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what...