Recent content by ethanocean

A practical understanding of AI Level Generation starts with knowing what the system does well, where it is unreliable, and how to validate the result. One important area is setup choices. Define what a good result looks like before changing tools or settings, then test one variable at a time...

One thing worth trying with Exploring AI Music Generation: future possibilities is a controlled comparison around music and generation. 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 if you want to...

This tutorial shows a simple repeatable way to work with AI Robots while focusing on quality versus speed. 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...