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Retrieval and scenario testing can use that context; measured learning requires recorded feedback and evaluated changes.","chapter":"Chapter 12","sourcePointers":["/w:document/w:body/w:p[584]","/w:document/w:body/w:p[591]","/w:document/w:body/w:p[594]"],"currentBoundary":"Generating synthetic configurations does not prove model-weight training or immunity to incorrect answers.","contextReference":"#/records/6","referenceKind":"educational-content-locator-not-gs1-identity","implementationClaim":false,"source":{"label":"ThingDaddy book","sha256":"71e6f7f572534c88a701043b60d5f3f842434a8880c34894eb4fe66177f68d9f","part":"word/document.xml","paginationVerified":false,"scope":"Author-provided history and design vision; not independent current implementation evidence"},"assessment":"Adapted teaching prose. 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