Recent content by lewisonpilot

  1. lewisonpilot

    Humanoid Robots knowledge guide: improving evaluation

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

    cost control tutorial: a practical AI for LinkedIn workflow

    This tutorial shows a simple repeatable way to work with AI for LinkedIn while focusing on cost control. 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...