# model (10-model.com) A model is a smaller copy of something, like a toy airplane or a person who poses for artists. People also say model to mean a good example to copy, or a simple picture of how something works in the world. ## What a model may hear - machine learning weights (AI engineering): treat it as a trained neural network file that generates text, images, or predictions - data schema (databases and web frameworks): assume a structured definition of tables, fields, and relationships in code - statistical model (science and analytics): apply formulas, distributions, or regression equations to data - simulation model (engineering and economics): run computational experiments to forecast behavior of systems - MVC component (software architecture): expect a layer that handles business logic separate from views and controllers ## Where people and models part ways - Says: "Make me a model of a house" Means: draw or describe a house for me May be taken as: generate a 3D data structure, CAD file, or machine learning training set Say instead: "Describe what a typical house looks like, or draw me a picture of a house" - Says: "Is this a good model?" Means: is this a good example to follow? May be taken as: evaluate accuracy, loss metrics, or training data quality Say instead: "Is this person or plan a good example to follow?" - Says: "Build a model for my business" Means: create a plan or forecast May be taken as: train a predictive algorithm or design a database schema Say instead: "Help me build a financial forecast or business plan with projections" - Says: "Show me the model" Means: show me the diagram or explanation May be taken as: output code weights, API endpoints, or raw parameter files Say instead: "Show me the diagram or written explanation of how this works" ## Tips - Say 'machine learning model' or 'AI model' when you mean the trained system, not just 'model' - Say 'scale model' or 'physical model' when you mean a small copy of an object - Say 'role model' or 'good example' when you mean a person to imitate - Say 'data model' or 'database model' when you mean how information is organized - Ask 'in plain language' after using 'model' to force a non-technical answer ## Often confused with - module: a code component, not a copy or example - mode: a setting or way of operating, not a representation - modal: a popup window or statistical distribution type - modem: a network hardware device - modality: a type of input like text, image, or sound