4-others.org

others

People say "others" to mean everyone or everything else besides the ones already named. It is a simple, everyday word for the rest of a group.

What a model may hear

catch-all class label machine learning classification: treat it as a bucket for rare or unimportant categories, often ignored in training
permission group Unix file systems and access control: apply the least-privileged permissions to users who are neither owner nor in the group
othering or bias marker AI safety and fairness research: flag the word as potentially problematic, triggering content warnings or refusal
residual category in data databases and statistics: lump minor entries together, dropping individual detail

“What do the others think?”

Meant: What do the remaining people in this group believe?

May be taken as: Assume the user wants sentiment analysis on an 'others' class in a dataset, or filter out minority opinions as statistical noise

Say instead: “What do the people we have not yet asked believe about this?”

“Put the others in a separate folder”

Meant: Organize the remaining files somewhere else

May be taken as: Apply Unix permissions to the 'others' group, or create a catch-all ML label instead of actual folders

Say instead: “Move all files not in the main list to a new folder named 'remaining'”

“The others deserve attention too”

Meant: Do not forget the remaining people or items

May be taken as: Trigger a safety filter about exclusion and bias, refusing to engage with the topic

Say instead: “Please also consider the remaining items on the list”

Name the specific group instead of saying 'others' when you want exact results
Say 'remaining files' or 'remaining people' to avoid permission or classification confusion
If you mean everyone else in a social sense, say 'everyone else' to bypass safety heuristics
In coding contexts, spell out 'users outside the owner and group' instead of 'others'
When sorting data, say 'the rest of the categories' to avoid the ML catch-all sense