Place publication-ready images here.

Expected file for GUI demo:
- gui-win.png  (Windows GUI screenshot, ~1280x800 or similar)

Guidelines
- Hide debug overlays; include OS window frame if helpful.
- Prefer PNG; crop borders; keep file size <1MB if possible.
- Note the commit hash in caption text or refer to `_artifacts/ENVIRONMENT.txt`.