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Five Verbs That Should Not Be Confused
TABLE 3-1: COMPARING GENERATION, RETRIEVAL, EXTRACTION, COMPUTATION, AND EXECUTION
The most serious
Verb What it means Evidence of success
possible failure
The output fits the Inventing a fact or a
Producing new text,
purpose, the reference, or offering
Generation images, code, or
constraints, and the convincing wording
alternatives.
audience. with no basis.
Finding information Showing the source Retrieving irrelevant,
Retrieval that exists in a source and the correct outdated, or
or knowledge base. passage or page. unauthorized material.
Turning existing
Fields match the Dropping a value,
content into fields,
Extraction original, and missing transposing a number,
entities, or a fixed
fields are measured. or merging two rows.
structure.
Using convincing
Running a numeric or A formula, code, or language instead of an
Computation logical operation, or a steps that can be run actual calculation, or
repeatable analysis. again. hiding an error in the
units.
Causing a change
An unauthorized
outside the A log, a permission, an
action, or one on the
conversation: sending, approval, and a
Execution wrong record, or one
editing, buying, rollback before and
that cannot be
publishing, or after the action.
undone.
updating.
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