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◆ AI Learning · Hard rule

How should an AI model format example words so a system can find them?

An AI model must use exact words for examples. The AI model should not add extra information in parentheses. This ensures the system can find and highlight the correct words.

By Pawan Nayar · from the LLOS AI Learning record

The rule

An AI model must use exact words for examples.

The AI model should not add extra information in parentheses. This ensures the system can find and highlight the correct words.

The AI model should list example words as simple strings. Do not put extra details in parentheses next to the words. A system looks for the exact word or phrase. If extra text is present, the system will not find a match. This means important features like bolding or tooltips will not work.

A developer creates a list of example nouns for an AI model. The developer writes `"teacher (person)"` instead of `"teacher"`. When the AI model generates a sentence with the word 'teacher', the system cannot find 'teacher' in the example list. The word 'teacher' is not highlighted, and no tooltip appears.

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

Natural Language Processing

AI understanding and generating human language

Information Retrieval

Finding the right information when you ask for it

Pattern Recognition

Finding repeating structures in data

Questions people ask

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

When should a developer use a horizontal carousel for displaying content?

A developer should use this carousel for 4 to 12 items. These items can be movies, books, tools, or examples.

How does an AI model create animations for text content?

The AI model uses special data called 'essence' and 'feel_snippets'. These are lists of phrases.

How should an AI model's rating system handle different views and states of an item?

A grid view showing many items together has a maximum rating of two stars. A detailed view of one item allows a maximum rating of five stars for each part of that item.

How can an AI model's viewer show correct information for all words, not just the first word it learned?

The viewer was first made for one specific word. It used that word's content as default settings.

What to remember

An AI model must use exact words for examples. The AI model should not add extra information in parentheses. This ensures the system can find and highlight the correct words.