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Reviewed in POC · content version 3

Review Verification

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Definition

Verification is checking a claim or result against evidence that can actually settle it: a primary source, a system of record, direct observation, an approved standard, or a knowledgeable human reviewer. The higher the cost of being wrong, the more that evidence needs to be independent of whatever produced the claim — and at that point one knowledgeable person's say-so may not be enough on its own.
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Plain-Language Explanation

Verification means checking whether an answer holds up when you compare it with a trustworthy source or another appropriate form of evidence.
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Why It Matters

A polished answer can still be wrong, incomplete, stale, or unsuitable. The amount and type of verification should match the claim and the consequences of being wrong.
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Example

Before using a chatbot's statement about a current event time or latest event notice, check the original event notice rather than relying on the chatbot's wording.
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Common Misconception

Asking another chatbot or AI search engine the same question is not independent verification. The second answer may repeat the same error or rely on similar sources.
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Remember It This Way

Match the check to the claim—and to the cost of being wrong.
Decision for Remember It This Way

Related Terms

* [[human-review|Human Review]] * [[output|Output]] * [[observation|Observation]] * [[system|System]]
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Sources

No current wording.
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Learn More

No current wording.
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