Quiz: Intrinsic and Extrinsic Hallucination Against a Source Document

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Question 1 of 5

1. Question

What distinguishes intrinsic hallucinations from extrinsic hallucinations in AI-generated responses?

Intrinsic hallucinations involve fabricated information not found in source documents, while extrinsic hallucinations use information from external sources.
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Intrinsic hallucinations occur when AI references external frameworks, whereas extrinsic hallucinations create false facts within documents.
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Intrinsic hallucinations are based on assumptions, while extrinsic hallucinations are derived from provided data.
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Intrinsic hallucinations refer to missing data, while extrinsic hallucinations refer to incorrect data.
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Question 2 of 5

2. Question

Which of the following is an example of an intrinsic hallucination?

An AI summary mentions a clause that exists but was not included in the provided contract materials.
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An AI claims a contract was signed on a date that does not appear in the document.
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An AI references a regulatory framework that exists but was not provided in the contract materials.
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An AI generates patient notes containing fabricated medical conditions not in clinical records.
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Question 3 of 5

3. Question

Why is it important for medical coders to verify AI responses?

To ensure AI-generated reports do not reference external data not provided in source documents.
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To prevent AI from creating fictional employee details or policy references.
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To check that AI responses do not invent diagnosis codes or patient history elements.
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To confirm that AI-generated summaries do not contain fabricated precedents or dates.
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Question 4 of 5

4. Question

What is one key strategy for detecting hallucinations in AI output?

Comparing AI responses against source documents to verify claims and references.
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Training staff to identify external frameworks used by AI systems.
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Checking that AI-generated content aligns with general knowledge.
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Using statistical analysis to identify inconsistencies in data.
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Question 5 of 5

5. Question

Which of these roles must verify that AI-generated responses do not contain fabricated precedents or dates?

Marketing specialists reviewing campaign data.
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Accounting firms processing client data.
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Legal professionals working with case summaries.
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Financial analysts producing reports from provided documents.
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Quiz: Intrinsic and Extrinsic Hallucination Against a Source Document

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