Recent content by willowtheorbit

For AI Security Research, it helps to think in terms of inputs, constraints, verification, and iteration. One important area is reliability. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what actually improved the...

I wanted to start a broader mistakes and lessons thread around AI Audio Editing. A useful angle is prompt design, but it also connects with security. Different tools and workflows can produce very different results even when the goal is similar. It would be interesting to compare practical...