{"slug":"singapore-mgf-genai-incident-reporting-and-provenance","id":"AIPT-OBL-0057","permanent_url":"https://aipolicytracker.org/id/AIPT-OBL-0057","title":"Report incidents and mark AI-generated content (generative AI framework)","short_title":"Incident reporting and content provenance","category":"transparency","summary":"The generative-AI framework recommends incident-reporting channels and processes for AI harms, and content provenance measures such as digital watermarking and cryptographic provenance so that users can identify AI-generated content.\n","practical_action":"Implement provenance markers for generated media and an AI incident reporting channel.","is_binding":false,"applies_from":null,"section":null,"source_reference":"Generative AI framework, dimensions on incident reporting and content provenance","official_source_url":"https://www.pdpc.gov.sg/help-and-resources/2020/01/model-ai-governance-framework","review_status":"verified","confidence_level":"high","last_verified_at":"2026-09-26","reviewed_by":"Bhaskar Bhatt","actors":["provider","deployer","gpai_provider"],"sectors":["cross_sector","media_information"],"use_cases":["generative_ai","content_moderation"],"applicability":[{"description":"Voluntary for developers and deployers of generative AI.","actors":["provider","deployer","gpai_provider"],"conditions":null}],"evidence_examples":[{"title":"Content provenance implementation record","description":null,"artifact_type":"document"}],"framework_mappings":[{"framework":"nist_ai_rmf","framework_name":"NIST AI RMF 1.0","reference":"NIST AI 600-1 content provenance and incident disclosure","note":"Original editorial mapping.","confidence_level":"medium","is_original":true}],"controls":[{"slug":"synthetic-content-labelling-and-provenance","title":"Synthetic content labelling and provenance marking","kind":"technical","relationship":"satisfies","note":"Watermarking and cryptographic provenance for generated media.","confidence_level":"medium","url":"https://aipolicytracker.org/controls/synthetic-content-labelling-and-provenance"},{"slug":"ai-incident-management-and-reporting","title":"AI incident management and regulatory reporting","kind":"process","relationship":"satisfies","note":"Incident reporting channel and process.","confidence_level":"medium","url":"https://aipolicytracker.org/controls/ai-incident-management-and-reporting"}],"url":"https://aipolicytracker.org/obligations/singapore-mgf-genai-incident-reporting-and-provenance","policy":{"slug":"singapore-model-ai-governance-framework","title":"Model AI Governance Framework (Second Edition) and Model AI Governance Framework for Generative AI","status":"voluntary_standard","jurisdiction":"singapore","url":"https://aipolicytracker.org/policies/singapore-model-ai-governance-framework"}}