{"found":true,"collection":"patterns","library_url":"https://www.grokbotdb.com/library/pat.approvals-are-model-checking-model","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 They are history, not current guidance."],"record":{"id":"pat.approvals-are-model-checking-model","name":"Auto Review is model checking model","category":"safety","problem":"Auto Review reads like a deterministic gate and is not one.","technique":"Treat it as a complement to least privilege and explicit boundaries, never a replacement. Expect allow-listed actions to stop anyway when the review finds an independent reason, and treat that as designed behaviour.","why_it_works":"The reviewer is itself a model, so its coverage is probabilistic.","when_to_use":"Whenever you are tempted to rely on Auto Review alone.","manual_ref":"5.2","evidence":"documented","source_url":"https://docs.x.ai/grok-bot/approvals-security-and-privacy","related":["pat.narrow-auto-review-rules","pat.scoped-service-accounts"],"confidence":"high","first_seen":"2026-09-03","last_verified":"2026-09-03"}}