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Inside an LLM

Hallucinations

AI hallucination means the AI gives an answer that sounds confident but may be wrong.

You just learned how prompts guide AI responses. Now see what happens when AI is asked something it has no evidence for, and why a confident answer is not always a correct one.

This is a simple learning demo using predefined examples, not a real AI model.

Interactive Playground
85%
Low confidence High confidence

Hallucination Risk

⬇️ Low
⚡ Medium
🔥 High
Live Visualization
💬 User Question

Waiting for question…

📚 Evidence

No evidence checked yet

🤖 AI Answer

Generate to see an answer…

Statistics

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Evidence
85%
Confidence
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Risk Level
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Answer Type
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Recommendation

How It Works

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Question
📚
Check
Evidence
🤖
Generate
Answer
⚖️
Verify
Risk
Confidence ≠ correctness. AI sounds certain even when it's wrong. Always verify important facts from a trusted source.
Grounding (RAG) reduces hallucinations, feeding the AI real documents constrains it to answer from evidence, not imagination.
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Key Takeaway

AI answers are safer when based on clear evidence. A confident answer is not always a correct answer.