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How should an AI model generate content to meet strict formatting and style rules?

An AI model must follow all given rules exactly. The AI model must not make its own choices about style or content. The AI model must only use information from approved sources.

By Pawan Nayar · from the LLOS AI Learning record

The rule

An AI model must follow all given rules exactly.

The AI model must not make its own choices about style or content. The AI model must only use information from approved sources.

A developer must give an AI model clear rules. The AI model must act as a literal file generator. The AI model must not assume or interpret anything. The AI model must follow a framework 100%. The AI model must not try to be helpful beyond the rules. The AI model must only use approved source files for styles and components. If a style is not in those files, it does not exist. The AI model must avoid forbidden actions. The AI model must follow content and quality rules. The AI model must use the correct HTML structure and meta tags.

A developer asks an AI model to create an HTML page. The developer provides a list of allowed CSS styles and a framework. The AI model adds a new color not in the framework. This is a critical error because the AI model did not follow the rules exactly.

Questions people ask

More from the same record, pulled by shared topic — not written new for this page.

How can an AI model generate a large glossary with different content types and languages?

An AI model can generate a large glossary by using a multi-pass data pipeline. Each pass focuses on different content.

What files should an AI model read at the start of every session?

An AI model must always read a specific set of files. These files include 'mistakes_and_lessons.md'.

What files should an AI model always read at the start of a work session?

An AI model must read `mistakes_and_lessons.md` first. This file contains rules learned from past problems.

How can a developer avoid common mistakes when working with an AI system?

A developer should not create new ways to do things. The existing process works well.

What to remember

An AI model must follow all given rules exactly. The AI model must not make its own choices about style or content. The AI model must only use information from approved sources.