Recent content by ryan_27ax

  1. ryan_27ax

    customisation question: how do you handle AI for Instagram?

    I am trying to improve my approach to AI for Instagram and could use some practical advice. I am particularly interested in customisation and evaluation. I would like to compare approaches that people have actually used rather than just theoretical suggestions. What trade-offs have you found...
  2. ryan_27ax

    What are the biggest mistakes with automation in C++?

    The point about automation and people is interesting. In practice I would keep the first test simple, record what worked, and only add extra complexity if it solves a specific limitation. It is usually easier to troubleshoot when each change is tested on its own.
  3. ryan_27ax

    Model Training & Fine-Tuning knowledge guide: improving testing

    A useful way to understand Model Training & Fine-Tuning is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is testing. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can...