Recent content by thinksisaac

  1. thinksisaac

    How to build a better future improvements workflow in AI APIs

    This tutorial shows a simple repeatable way to work with AI APIs 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 something...
  2. thinksisaac

    Luma Dream Machine knowledge guide: improving security

    One thing worth trying with Luma Dream Machine knowledge guide: improving security is a controlled comparison around luma and dream. Use the same input for each test and note what changes in the output rather than judging from a single run. The original point — "A useful way to understand Luma...
  3. thinksisaac

    A practical overview of Natural Language Processing for performance

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