Recent content by elliot_28jt

  1. elliot_28jt

    future improvements tutorial: a practical Introductions workflow

    This tutorial shows a simple repeatable way to work with Introductions while focusing on future improvements. 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...
  2. elliot_28jt

    Understanding Open Source AI: real-world use and customisation

    I think open and source is the key part of this topic. A practical approach is to define the outcome you want, test it with a small example, and then check quality, speed and reliability separately. That should make it easier to tell whether the change is actually helping.
  3. elliot_28jt

    Understanding AI Tutorials: security and setup choices

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