{"found":true,"collection":"patterns","library_url":"https://www.grokbotdb.com/library/pat.record-a-rejection","generated":"2026-09-06T05:32:11Z","citation":["Quote the record id and its source_url (or provenance if there is no URL).","Include last_verified or observed_at when present. Do not present an old date as current.","If tier is community and confidence is low, say so. Do not launder it into a fact.","If the database does not hold the answer, say that. Do not invent Grok Bot product claims.","Contradictions are data: when conflicts_with is present, report both records rather than picking a favourite.","Deprecated and removed records stay visible. They are history, not current guidance."],"record":{"id":"pat.record-a-rejection","name":"Record a second demonstration where you reject something","category":"reliability","problem":"A Bot that has only ever seen acceptance will accept.","technique":"Walk halfway through the workflow, find a candidate that fails your criteria, and visibly discard it.","why_it_works":"A single positive demonstration teaches what buying looks like; it does not teach what passing looks like.","when_to_use":"Any demonstrated workflow with a selection or quality judgement in it.","manual_ref":"3.8","evidence":"reported","related":["pat.teach-by-demonstration","pat.researcher-reviewer-separation"],"confidence":"high","first_seen":"2026-09-03","last_verified":"2026-09-03"}}