{"ai_json_enabled":true,"answer":"Proofs cited by AI across languages should be authoritative, publicly accessible, and directly linked to a hub_fact_id. Each proof must be versioned, language-compatible, and auditable, with privacy boundaries respected by keeping private procedures in a separate Operational layer. Implement a Proof Registry that assigns proof_ids to hub facts, requires verification against the hub_fact_id, and enforces consistency of translations referencing the same hub_fact_id. A governance process should review proofs for accuracy and sufficiency before publication, and changes to proofs should appear in a Change Log so executives can trace how citations evolve over time.","answer_source":"approved_business_brain","category":"AI Search Proof and Citations","category_slug":"ai-search-proof-and-citations","created_at":"2026-10-19T19:35:03+00:00","daily_publish_cap":5,"date_published":"2026-10-19","display_date":"2026-10-19","drip_batch":"daily_otc_mixed_intelligence_layer","drip_status":"published_topup","editor_images":[],"editor_media_build":"","editor_videos":[],"id":"otc-daily-20261019-0045ff98","image_ids":[],"image_url":"","last_updated":"2026-10-19T19:36:07+00:00","local_cache_status":"pending_airtable_sync","publish_status":"published","published":true,"published_at":"2026-10-19T19:35:03+00:00","question":"What criteria determine which proofs are eligible to be cited in AI outputs across languages, and how do you manage proof quality in the Public Business Brain?","question_intent":"natural_otc_conversation","rss_enabled":true,"rss_pub_date":"Mon, 19 Oct 2026 19:35:03 GMT","scheduled_for":"2026-10-19T19:35:03+00:00","schema_enabled":true,"site_key":"owntheconversationonline","slug":"what-criteria-determine-which-proofs-are-eligible-to-be-cited-in-ai-outputs-across-languages-and-how-do-you-manage-proof-quality-in-the-public-business-brain","source":"daily_qa_otc_business_brain","source_queue_id":"","source_record_ids":[],"source_type":"daily_qa_otc_business_brain","source_urls":[],"status":"active","tags":["proofs","citations","evidence-graph","verification","daily OTC conversation","core otc","daily drip"],"updated_at":"2026-10-19T19:36:07+00:00"}