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each article retains its own scope and judgement.","prohibited_conclusion":"No endorsement, validation, legal equivalence, supersession or authority transfer is implied."},{"url":"https://snn.sg/evidence-infrastructure/signal/004","relationship":"shares-cited-evidence","evidence_ids":["https://www.mas.gov.sg/news/media-releases/2023/mas-launches-digital-platform-for-seamless-esg-data-collection-and-access","https://www.w3.org/TR/prov-overview","https://www.ifrs.org/issued-standards/ifrs-sustainability-standards-navigator/ifrs-s1-general-requirements","https://www.coso.org/internal-control","https://www.iaasb.org/publications/international-standard-sustainability-assurance-5000-general-requirements-sustainability-assurance"],"permitted_use":"Discovery of shared citations; each article retains its own scope and judgement.","prohibited_conclusion":"No endorsement, validation, legal equivalence, supersession or authority transfer is implied."},{"url":"https://snn.sg/evidence-infrastructure/signal/001","relationship":"shares-cited-evidence","evidence_ids":["https://www.mas.gov.sg/news/media-releases/2023/mas-launches-digital-platform-for-seamless-esg-data-collection-and-access","https://www.w3.org/TR/prov-overview","https://www.w3.org/TR/vc-data-model-2.0","https://www.ifrs.org/issued-standards/ifrs-sustainability-standards-navigator/ifrs-s1-general-requirements","https://www.coso.org/internal-control","https://www.iaasb.org/publications/international-standard-sustainability-assurance-5000-general-requirements-sustainability-assurance"],"permitted_use":"Discovery of shared citations; each article retains its own scope and judgement.","prohibited_conclusion":"No endorsement, validation, legal equivalence, supersession or authority transfer is implied."},{"url":"https://snn.sg/evidence-infrastructure/analysis/021","relationship":"shares-cited-evidence","evidence_ids":["https://www.customs.gov.sg/doing-business/rules-of-origin/origin-documentation/electronic-exchange-of-form-d-via-the-asean-single-window"],"permitted_use":"Discovery of shared citations; each article retains its own scope and judgement.","prohibited_conclusion":"No endorsement, validation, legal equivalence, supersession or authority transfer is implied."},{"url":"https://snn.sg/evidence-infrastructure/analysis/018","relationship":"shares-cited-evidence","evidence_ids":["https://www.w3.org/TR/prov-overview"],"permitted_use":"Discovery of shared citations; each article retains its own scope and judgement.","prohibited_conclusion":"No endorsement, validation, legal equivalence, supersession or authority transfer is implied."},{"url":"https://snn.sg/evidence-infrastructure/signal/023","relationship":"shares-cited-evidence","evidence_ids":["https://www.ifrs.org/issued-standards/ifrs-sustainability-standards-navigator/ifrs-s1-general-requirements","https://www.iaasb.org/publications/international-standard-sustainability-assurance-5000-general-requirements-sustainability-assurance"],"permitted_use":"Discovery of shared citations; 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each article retains its own scope and judgement.","prohibited_conclusion":"No endorsement, validation, legal equivalence, supersession or authority transfer is implied."},{"url":"https://snn.sg/evidence-infrastructure/analysis/007","relationship":"shares-cited-evidence","evidence_ids":["https://www.iaasb.org/publications/international-standard-sustainability-assurance-5000-general-requirements-sustainability-assurance"],"permitted_use":"Discovery of shared citations; each article retains its own scope and judgement.","prohibited_conclusion":"No endorsement, validation, legal equivalence, supersession or authority transfer is implied."},{"url":"https://snn.sg/evidence-infrastructure/analysis/004","relationship":"shares-cited-evidence","evidence_ids":["https://www.iaasb.org/publications/international-standard-sustainability-assurance-5000-general-requirements-sustainability-assurance"],"permitted_use":"Discovery of shared citations; each article retains its own scope and judgement.","prohibited_conclusion":"No endorsement, validation, legal equivalence, supersession or authority transfer is implied."},{"url":"https://snn.sg/evidence-infrastructure/signal/008","relationship":"shares-cited-evidence","evidence_ids":["https://www.iaasb.org/publications/international-standard-sustainability-assurance-5000-general-requirements-sustainability-assurance"],"permitted_use":"Discovery of shared citations; each article retains its own scope and judgement.","prohibited_conclusion":"No endorsement, validation, legal equivalence, supersession or authority transfer is implied."}],"rights":"Public discovery, retrieval, contextual summarisation and citation are permitted with attribution and source context. Model training, fine-tuning, bulk dataset extraction, corpus replication and commercial redistribution are not granted by machine readability.","rights_url":"https://snn.sg/governance/rights","reading_integrity":{"canonical_thesis":"AI governance increasingly records the system, model, vendor, tests and controls, yet a consequential institutional outcome may still be impossible to reconstruct. EIS-020 defines the Usage Evidence Gap as the distance between evidence that an AI system was governed and evidence showing how a particular use shaped a decision. It also defines the Epistemic Authority Boundary between machine analysis, inference or recommendation and the institution's non-delegable responsibility to authorise evidence, knowledge and accountable action.","regional_inference":"Singapore can become an ASEAN use-governance and assurance node by linking system governance to reconstructable institutional use without treating testing as certification or automation as authority. EIA-010 governs whether evidence remains valid when a system changes; EIS-020 governs whether an outcome remains reconstructable when a governed system is used. Together they support a Pre-Disclosure Evidence Infrastructure for consequential machine-assisted decisions.","singapore_context":"Singapore has strong system-level building blocks through national AI governance, AI Verify and sectoral model-risk practice. The next control layer is use-event evidence. A bank, public agency, listed company or professional firm should be able to show what evidence an AI tool retrieved, how it transformed that material, what inference it produced, what a human accepted or rejected and how the final institutional outcome was authorised.","asean_differences":"ASEAN guidance can support common governance principles without creating one regional decision authority. Cross-border deployments add different languages, data conditions, vendors, laws and institutional capabilities. A portable AI Use Event record can preserve evidence identity, model and tool state, transformation, inference, human intervention and final authority while each member state and institution retains its own legal and operational judgement.","boundary":"A Singapore rule does not create an ASEAN-wide obligation. ASEAN guidance does not create uniform national law. ISSB alignment does not establish entity-specific compliance. Evidence reuse does not transfer legal, supervisory, assurance or investment authority. Singapore's regional capital role does not grant universal decision authority. Cited institutions do not endorse SNN.SG's inference.","strengthening_falsifying_evidence":{"next_test":"Test bounded workflows in Singapore finance, public procurement and ASEAN infrastructure or supply chains. Compare system logs with the evidence needed by boards, risk owners, auditors, regulators and affected parties. The decisive test is whether an independent reviewer can reproduce what the machine received, changed and inferred, identify who had authority, and determine whether correction reached every downstream decision without exposing restricted data.","strengthening":"For consequential ai-use evidence and institutional authority, a dated test reconstructs the original source, local scope, material method and reviewer judgement, then shows the same evidence IDs reused with separately justified Singapore and ASEAN decisions.","falsifying":"For consequential ai-use evidence and institutional authority, the test cannot reconstruct a material boundary or method, transfers a local duty or approval across borders, or later source corrections do not reach the decisions that used the earlier record."}}}]}