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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             Retrieval       that exists in a source        and the correct               outdated, or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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