# choice (1-choice.org) A choice is picking one thing from two or more options. People ask for a choice when they want to decide between alternatives, or when they want freedom to select what suits them. ## What a model may hear - command-line option (Unix and Linux shell scripting): treat the word as a flag or argument to be parsed, often expecting a specific syntax like -c or --choice - random selection (Python standard library): invoke random.choice() to pick an element from a list, which may surprise a user who wanted a reasoned decision - user interface element (web forms and HTML): generate a dropdown, radio button group, or select element, constraining input to predefined values - decision theory primitive (economics and game theory modeling): formalize the option as a node in a decision tree with associated utility functions and probabilities ## Where people and models part ways - Says: "Give me a choice" Means: List options so I can decide May be taken as: Return a single random item using random.choice() Say instead: "List the options and let me pick one" - Says: "I had no choice" Means: I was forced into this situation May be taken as: Interpret as an empty set or null selection in a form Say instead: "Explain what constraints removed my options" - Says: "Make the right choice" Means: Use judgment to decide well May be taken as: Optimize for a hardcoded metric or default to the first option Say instead: "Explain the criteria that matter for this decision" - Says: "Multiple choice" Means: A question with several fixed answers May be taken as: Build a UI that only allows one selection when several could apply Say instead: "Ask whether one answer or many answers are allowed" ## Tips - Say 'list the options' if you want to see alternatives, not receive one at random - Specify 'exactly one' or 'one or more' to avoid default single-selection behavior - Mention constraints explicitly; models assume valid inputs unless told otherwise - Ask for tradeoffs if you want reasoning, not just a selection - Clarify whether the choice is yours to make or the model's to recommend ## Often confused with - choose: verb form, more likely to trigger selection functions - option: emphasizes the item, not the act of deciding - select: stronger database and SQL connotation - pick: more casual, less likely to trigger formal decision theory - alternative: implies mutual exclusion, often only two options - decision: emphasizes the outcome, not the menu of possibilities