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◆ AI Learning · Situational

How can an AI model show where its information comes from?

An AI model must cite its sources. Citing sources shows where information comes from. It helps users check facts and learn more.

By Pawan Nayar · from the LLOS AI Learning record

The rule

An AI model must cite its sources.

Citing sources shows where information comes from. It helps users check facts and learn more.

An AI model should provide a list of sources. Each source needs a clear title. Each source needs a working link. This allows users to find the original information. It builds trust with the user.

A student asks an AI model for information about math learning. The AI model gives an answer. The AI model then lists several research papers and educational websites. The student can click these links to read the full papers.

Words you'll need

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

Explainable AI

AI that explains its decisions clearly

Interpretability

Understanding how AI makes its decisions

Retrieval-Augmented Generation

AI that retrieves documents before generating an answer

Knowledge Graphs

A way to organize and connect information visually

Questions people ask

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

When should an AI model show the full paths of files it has changed?

An AI model must show full file paths after every major update. A major update is any change that modifies one or more files.

How can a person understand trust as something that grows or shrinks?

Trust is not a simple on-off switch. It is like money in a bank.

Why should an AI model explain task failures and wait for user permission before retrying?

When an AI model's task fails, the AI model must stop. The AI model must explain what went wrong.

How should an AI model report risks and numbers without inventing information?

An AI model must base every quantity on a measurement or calculation. An AI model must base every concern on a document or a stated rule.

What to remember

An AI model must cite its sources. Citing sources shows where information comes from. It helps users check facts and learn more.