How the equilibrium gets restored in each direction:
I think my browser tab and social interaction examples on the post on stable equilibria fit in better here. They're much more dynamic than stable.
I really like the chess example. Anything continuous that gets discretized is similar. Like the color of a pixel in a photo, or whether you have crossed the finish line in a race.
In economics (and I’m sure in many other fields - I’m just writing about what I know here), something like this is supposedly done in the “robustness checks” section of a paper.
Machine learning sometimes has ablation studies, where you remove various components of your system and rerun everything. To figure out whether the fancy new layer you added actually contributes to the overall performance.
Nice! I have a similar set of scripts for google cloud instances. And my favorite is also the resizing one. Just soo much more convenient than using the UI.
They also automatically mount an sshfs of the instance's home directory, which I found very helpful for e.g. working with output the instance produced that can't easily be interacted with in a terminal.
In case anyone is interested: gcloud-connect-instance, gcloud-change-type (but fair warning: I haven't used them in a while, and updates to the gcloud cli/api might have broken some things).