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◆ AI Learning · Situational

How should an AI model show users how to earn rewards or unlock features?

An AI model must always show the user how to earn rewards or access features. The user needs to understand the rules clearly. Hiding information makes the user confused.

By Pawan Nayar · from the LLOS AI Learning record

The rule

An AI model must always show the user how to earn rewards or access features.

The user needs to understand the rules clearly. Hiding information makes the user confused.

The AI model must be open about how users get rewards. It should tell the user the exact steps needed. The user needs to see their progress. The user also needs to know what to do next. This helps the user feel in control. It makes the system easy to understand.

A student uses an AI language learning app. The app says, 'You have 3 speaking practice slots.' It then adds, 'Earned by: 60 stranger ratings + 2 friend sessions.' The app also tells the student, 'Rate 40 more strangers to earn your next slot.' This way, the student knows exactly how to get more practice time.

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

Transparency

Clarity about how AI makes decisions

Human-AI Interaction

How people and AI systems communicate and work together

Questions people ask

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

How should an AI model track user progress and encourage continued use?

The AI model should track user progress using growth metrics. This means counting questions answered and concepts explored.

Why is testing content in a user viewer better than using a content viewer?

A content viewer displays text only. It does not show how the text works during an interaction.

How can an AI model celebrate a user's correct answers?

An AI model can show a confetti celebration. This happens when a user gives a right answer.

How should a question be phrased to guide a user effectively?

A question tells the user what action to take. It focuses on execution.

What to remember

An AI model must always show the user how to earn rewards or access features. The user needs to understand the rules clearly. Hiding information makes the user confused.