# proverbs (1-proverbs.org) 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 - Says: "Give me some proverbs about patience." Means: 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." - Says: "Store these proverbs for later." Means: 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." - Says: "Proverbs teach us about life." Means: 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 - Specify 'folk proverbs' or 'common sayings' if you do not mean the biblical text. - Say 'wise sayings' or 'old sayings' to avoid triggering formal or religious associations. - If you want the biblical book, capitalize it as 'the Book of Proverbs' to make your intent clear. - Avoid using 'proverbs' as a variable name or label in prompts unless you want code in response. - Add 'from many cultures' to steer toward folk wisdom and away from single-source religious texts. ## 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.