1-proverbs.org

proverbs

Proverbs are short sayings that pass along folk wisdom. People quote them to give advice or sum up a truth about life. They come from oral tradition, not from books of code.

What a model may hear

Bible book religious studies and general knowledge
treat the word as a proper noun referring to the Book of Proverbs in the Hebrew Bible and Christian Old Testament
rule or axiom logic and classical AI
treat it as a formal rule or axiom in a knowledge base, similar to a production rule or heuristic
string constant programming and data files
read it as a variable name, dictionary key, or label that holds a collection of text strings
training data category machine learning datasets
assume it refers to a labeled class of short textual examples used for fine-tuning or evaluation

Where people and models part ways

“Give me some proverbs about patience.”

Meant: I want folk sayings like 'Good things come to those who wait.'

May be taken as: The model may return verses from the biblical Book of Proverbs instead of folk sayings, or mix the two without distinction.

Say instead: “Give me folk proverbs and common sayings about patience, not biblical verses.”

“Store these proverbs for later.”

Meant: Save these wise sayings I am telling you.

May be taken as: The model may interpret 'proverbs' as a database table name or variable and generate code to store data in a structure called 'proverbs.'

Say instead: “Save these wise sayings I am sharing with you in a note or list.”

“Proverbs teach us about life.”

Meant: Traditional sayings carry practical wisdom.

May be taken as: The model may launch into an analysis of the biblical Book of Proverbs as theological literature.

Say instead: “Traditional folk proverbs teach practical lessons about daily life.”

Tips

Often confused with

maxim
More formal and philosophical, less folk and oral.
aphorism
Often original and witty, not traditional wisdom.
adage
Broader term for any old saying, nearly interchangeable.
parable
A short story with a moral, not a brief saying.
psalm
A sacred song or poem, not a saying.
commandment
A divine rule, not folk wisdom.