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It is important to distinguish knowledge acquired during training from information retrieved
         through search or a current document. If an application is connected to sources, we must
         confirm that the answer actually matches them; the presence of a link does not prevent

         misquotation or confusion between documents. A confident tone is not evidence that an
         answer is correct.


         TABLE 1-7: LIMITS THAT SHOULD NOT BE MISTAKEN FOR GENERAL WEAKNESS

                What is not
                                          How the risk appears                  Appropriate response
                guaranteed

                                     A convincing but incorrect claim       Request the source and verify
                    Truth
                                               or reference.                       important claims.


                                       A law, price, officeholder, or       Use current search, an official
                  Currency
                                            policy has changed.                source, and a clear date.

                                           An error in a number,          Use a calculator or computational
                 Calculation
                                        percentage, or conversion.            tool and check the inputs.

                                      A correlation is presented as a       Return to the study design and
                  Causality
                                              cause or advice.                     domain expertise.


                                     A tone or decision does not suit     Add context and involve a reviewer
               Implicit context
                                       the relationship or situation.        who knows the environment.

                                        Performance varies across         Test results by group and consider
                   Fairness
                                             groups or cases.                 the effects of the decision.

                                      Data is entered when it should      Use an approved environment and
               Confidentiality
                                              not be shared.                 minimize the data provided.




           ⚠  Warning:  Do  not  increase  the  impact  of  a  decision  faster  than  your
           capacity to review it


           When  an  output  affects  health,  rights,  money,  or  an  educational  or  professional
           opportunity,  the  required  standard  of  evidence  and  expertise  rises.  AI  may  support
           preparation and organization, but it should not become the decision-maker simply because
           its output is well presented.













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