Recent content by pixel_daniel

  1. pixel_daniel

    Robotics News knowledge guide: improving deployment

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

    learning curve tutorial: a practical AI Research workflow

    This tutorial shows a simple repeatable way to work with AI Research while focusing on learning curve. 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...