Recent content by mattpixel

  1. mattpixel

    AI tutorial: how to improve creative uses with Research Papers

    This tutorial shows a simple repeatable way to work with Research Papers 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. mattpixel

    GPUs for Local AI: mistakes and lessons ideas and experiences

    The point about gpus and local 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. That should make it easier to tell whether the change is actually helping.
  3. mattpixel

    Key things to know about Runway and limitations

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