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Which words should a developer never use when working with an AI model?

An AI model defaults to generic meanings for certain words. These words make the AI model produce common or unoriginal text. A developer must avoid these words in all parts of a project.

By Pawan Nayar · from the LLOS AI Learning record

The rule

An AI model defaults to generic meanings for certain words.

These words make the AI model produce common or unoriginal text. A developer must avoid these words in all parts of a project.

Certain words have strong, common meanings for an AI model. When these words are used, the AI model often creates very typical or unoriginal text. This happens in prompts, code, and even conversations about the project. Avoiding these words helps the AI model create more unique and specific outputs. This rule applies to all parts of development. This includes prompts, code names, file names, and comments.

A developer wants an AI model to create new ideas. The developer uses the word 'forge' in a prompt. The AI model then produces ideas that are very similar to existing ones. The developer changes the prompt to use 'create' instead of 'forge'. The AI model then generates more original and distinct ideas.

Words you'll need

Resolved from this lesson's own record — real definitions, not invented for this page.

Tokenization

Splitting text into tokens (often subword pieces) for model processing

Large Language Models

AI systems that understand and generate human language

Model Interpretability

Understanding how AI makes its decisions

Fine-Tuning

Adjusting AI for specific tasks or data

Questions people ask

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

How can an AI model describe a writer's style without making it too general?

An AI model often uses common labels for writers. These labels are called literary archetypes.

How does a developer know when to change the list of words an AI model cannot use?

A developer checks the words an AI model uses often. If a word that was banned no longer appears in the top 50 words, the developer can remove it from the ban list.

How does an AI model create icons and emojis?

An AI model uses different parts to make icons. One part is like a renderer, which draws the pictures.

How should an AI model talk about work without using time words?

An AI model should avoid words like 'today,' 'tomorrow,' or 'this week.' It should not say how long a task will take. The AI model does not have a personal schedule.

What to remember

An AI model defaults to generic meanings for certain words. These words make the AI model produce common or unoriginal text. A developer must avoid these words in all parts of a project.