Credit:
Here’s the screencast demonstration Google provided:
As Googler Amay says in the video, all changes made to your search results are only visible to you in your own account, and your results aren’t affected by other users deletions, insertions or re-orders. Notes made on specific search results may, however, be visible to others, which looks like it could be interesting to watch how they’ll keep it from spiraling out of control.