Recent content by koalareece

  1. koalareece

    data quality tutorial: a practical AI Sales workflow

    This tutorial shows a simple repeatable way to work with AI Sales while focusing on data quality. 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 easy to...
  2. koalareece

    A practical overview of General AI Robotics for advanced workflows

    One thing worth trying with A practical overview of General AI Robotics for advanced workflows is a controlled comparison around general and robotics. Use the same input for each test and note what changes in the output rather than judging from a single run. It also gives you a cleaner baseline...
  3. koalareece

    GPUs for Local AI knowledge guide: improving limitations

    When working with GPUs for Local AI, the biggest gains usually come from treating it as a repeatable workflow rather than a one-off prompt or experiment. One important area is limitations. Define what a good result looks like before changing tools or settings, then test one variable at a time...