diff --git a/rag-agentic-dashboard/data/ent-ai-grc-civ-bp.json b/rag-agentic-dashboard/data/ent-ai-grc-civ-bp.json new file mode 100644 index 0000000..4ec8439 --- /dev/null +++ b/rag-agentic-dashboard/data/ent-ai-grc-civ-bp.json @@ -0,0 +1,2430 @@ +{ + "docRef": "ENT-AI-GRC-CIV-BP-WP-048", + "version": "1.0.0", + "horizon": "2026-2030 (treaty design 2026-2035)", + "classification": "CONFIDENTIAL \u2014 Board / CEO / CRO / CISO / CAIO / GC / DPO / Head of Internal Audit / Head of MRM / AI Safety Lead / Enterprise Architecture / AI Platform Engineering / Treaty Liaison / Prudential Supervisor / AI Safety Institute / Civilizational Governance Council", + "title": "Enterprise AI GRC + Civilizational Governance Blueprint \u2014 G-SIFI / Fortune 500 (2026-2030)", + "subtitle": "ISO/IEC 42001 AIMS Manual (Cl 4-10) + clause-mapped control catalog with EU AI Act / NIST AI RMF / SR 11-7 / Basel III / GDPR mappings; audit-defensible Model Risk Policy + MRM platform (Terraform + K8s + Kafka + OPA + WORM + CI/CD + deterministic replay + CRS-UUID + Cognitive Resonance + AGI/ASI containment); AGI containment stack (SRASE, Sentinel AGI Containment Lab, red team, regulator demo); civilizational governance (treaty 2026-2035, Global Audit API, Certification Scoring Engine, GIEN, Automated Sanctions, AI Constitution, Codex, Transparency Portal, Cultural Resonance Archive, CSE-X, Invariance + Meta-Invariance + Epistemic + Ontological Alignment, UMIF, Self-Proving Systems + Policy DSL (Coq/TLA+/Z3/OPA + PCR/PCO repair), Minimal Governance Kernel + adversarial break harness)", + "owner": "CAIO + CRO + CISO + Chief Enterprise Architect + GC; co-signed by CEO, DPO, Head of Internal Audit, Head of Compliance, Head of Model Risk Management, Head of AI Platform Engineering, AI Safety Lead, Treaty Liaison, Head of SOC, Civilizational Governance Council Chair, Board AI/Risk Committee Chair", + "buildsOn": [ + "WP-035 ENT-AGI-GOV-MASTER", + "WP-036 WFAP-GEMINI-IMPL", + "WP-037 GSIFI-AIMS-BLUEPRINT", + "WP-038 AGI-REG-RESILIENT", + "WP-039 INST-AGI-MASTER", + "WP-040 ENT-AGI-REF-IMPL", + "WP-041 TIER13-FULLSTACK", + "WP-042 SENTINEL-V24-DEEPDIVE", + "WP-043 PROMPT-MGMT-ARCH", + "WP-044 CEGL-LEXAI-GOV", + "WP-045 AGI-ASI-MASTER-BP", + "WP-046 AI-TRUST-ASI-BP", + "WP-047 INST-AGI-MASTER-REF" + ], + "regimes": [ + "ISO/IEC 42001 (AIMS) Cl 4-10 + Annex A controls", + "ISO/IEC 23894 (AI risk) + 5338 (AI lifecycle) + 38507 (AI governance)", + "ISO/IEC 27001 / 27701 / 27017 / 27018", + "EU AI Act 2026 (Arts 5/9/10/13/14/15/16/26/50/53/55/56/72 + Annex IV)", + "NIST AI RMF 1.0 + Generative AI Profile", + "SR 11-7 + OCC 2011-12", + "Basel III/IV (BCBS 239 + Pillar 2 AI capital buffer)", + "GDPR Arts 5/6/17/22/25/32/35", + "PRA SS1/23 + SS2/21", + "FCA Consumer Duty + SYSC + SMCR", + "MAS FEAT + AI Verify + TRMG", + "HKMA SPM GS-1 / GL-90", + "EU DORA", + "US EO 14110 + OMB M-24-10", + "G7 Hiroshima AI Process + Bletchley + Seoul declarations", + "Council of Europe AI Convention", + "FSB AI in financial services", + "OECD AI Principles 2024", + "NIST FIPS 204 (ML-DSA) + FIPS 203 (ML-KEM)", + "SLSA L3+ + Sigstore + in-toto", + "CIS Kubernetes Benchmark + NSA/CISA Hardening Guide" + ], + "apiPrefix": "/api/ent-ai-grc-civ-bp", + "directive": { + "format": "machine-parsable XML-style block consumed by AIMS auditors, MRM platform, AGI containment lab, treaty endpoints, and Minimal Governance Kernel", + "raw": "AIMS|MRM|AGI-Containment|Civilizational14EU-AI-Act|NIST-AI-RMF|SR-11-7|Basel-III|GDPR|DORA|FCA|MAS|HKMA|EO-14110SRASE|SentinelAGILab|GIEN|GlobalAuditAPI|CertScoringEngine|AutoSanctionsEngine|AIConstitution|CodexCGC|TransparencyPortal|CulturalResonanceArchive|CSE-X|InvarianceVS|MetaInvarianceVS|EpistemicAS|OntologicalAS|ExistentialCS|ValueNegotiationS|UMIF|SelfProvingSystems|PolicyDSL|MGK", + "parsed": { + "id": "ENT-AI-GRC-CIV-BP-WP-048", + "scope": [ + "AIMS", + "MRM", + "AGI-Containment", + "Civilizational" + ], + "iso42001": { + "clauses": [ + 4, + 5, + 6, + 7, + 8, + 9, + 10 + ], + "annexAControls": 38 + }, + "mappings": [ + "EU-AI-Act", + "NIST-AI-RMF", + "SR-11-7", + "Basel-III", + "GDPR", + "DORA", + "FCA", + "MAS", + "HKMA", + "EO-14110" + ], + "thresholds": { + "piiLeakage": 0.0001, + "sev0KillSwitchSeconds": 60, + "sev1Hours": 4, + "sev2Hours": 24, + "sev3Days": 3, + "fiduciaryCosineMin": 0.92, + "cognitiveResonanceDriftMax": 0.04, + "latentDriftMax": 0.03, + "judgeLLMAgreementMin": 0.9, + "annexIVAssemblyMinutes": 30, + "mgkProofCoverageMin": 0.95, + "invariantBreakHarnessAttacks": 10000 + }, + "verification": { + "coq": true, + "tla": true, + "smtZ3": true, + "opa": true, + "kubernetes": true, + "pcrPcoRepair": true + }, + "treaty": { + "windowYears": "2026-2035", + "signatories": [ + "G20", + "EU", + "UK", + "SG", + "JP", + "CH" + ] + }, + "civilizationalSystems": [ + "SRASE", + "SentinelAGILab", + "GIEN", + "GlobalAuditAPI", + "CertScoringEngine", + "AutoSanctionsEngine", + "AIConstitution", + "CodexCGC", + "TransparencyPortal", + "CulturalResonanceArchive", + "CSE-X", + "InvarianceVS", + "MetaInvarianceVS", + "EpistemicAS", + "OntologicalAS", + "ExistentialCS", + "ValueNegotiationS", + "UMIF", + "SelfProvingSystems", + "PolicyDSL", + "MGK" + ], + "signing": { + "pq": [ + "ML-DSA-44", + "ML-DSA-65" + ], + "classical": [ + "Ed25519" + ], + "supplyChain": [ + "Sigstore", + "SLSA-L3+" + ], + "worm": [ + "Kafka", + "ObjectLock", + "MerkleAnchor", + "PQC" + ] + }, + "containment": { + "bmcKillSwitch": true, + "zeroEgress": true, + "kataConfidential": true, + "mgkRuntime": true, + "adversarialBreakHarness": true + } + }, + "consumers": [ + "ISO 42001 internal + external auditors", + "MRM platform CI/CD admission gate", + "OPA Gatekeeper constraint loader", + "Sentinel AGI Containment Lab policy engine", + "SRASE regulator simulation runner", + "Annex IV / SR 11-7 pack generator", + "Global Audit API + Certification Scoring Engine", + "GIEN streaming protocol broker", + "Automated Sanction Execution Engine", + "Public Transparency Portal verifier", + "Minimal Governance Kernel (MGK) runtime", + "Self-Proving Systems proof harness" + ] + }, + "modules": [ + { + "id": "M1", + "title": "M1 \u2014 ISO/IEC 42001 AIMS Manual (Clauses 4-10) with Clause-Mapped Control Catalog", + "summary": "Complete AIMS Manual covering Clauses 4-10 with a clause-mapped control catalog and cross-mappings to EU AI Act (incl. Annex IV), NIST AI RMF, SR 11-7, Basel III, and GDPR \u2014 ready for ISO 42001 Stage 1 + Stage 2 audits.", + "covers": [ + "ISO 42001", + "Cl 4", + "Cl 5", + "Cl 6", + "Cl 7", + "Cl 8", + "Cl 9", + "Cl 10", + "Annex A controls" + ], + "sections": [ + { + "id": "M1-S1", + "title": "Clause 4 \u2014 Context of the Organization", + "content": { + "4.1": "External + internal issues (regulatory, technological, ethical, market)", + "4.2": "Interested parties (customers, regulators, civil society, employees, partners)", + "4.3": "AIMS scope statement (entities, jurisdictions, AI systems in-scope by tier)", + "4.4": "AIMS processes + Plan-Do-Check-Act", + "evidence": [ + "Context register", + "Scope document signed", + "Process map" + ], + "owners": "CAIO + CRO + GC" + } + }, + { + "id": "M1-S2", + "title": "Clauses 5 & 6 \u2014 Leadership + Planning", + "content": { + "5.1": "Leadership commitment (Board AI/Risk Cmte charter)", + "5.2": "AI policy + ethics statement", + "5.3": "Roles, responsibilities, authorities (SMCR alignment)", + "6.1": "Risk assessment (combined ISO 23894 + NIST RMF Map/Measure)", + "6.2": "AI objectives + planning to achieve them", + "6.3": "Change management", + "evidence": [ + "Signed AI policy", + "Risk register", + "Objectives KPI tile JSON" + ], + "owners": "Board AI/Risk Cmte + CAIO" + } + }, + { + "id": "M1-S3", + "title": "Clause 7 \u2014 Support", + "content": { + "7.1": "Resources (people, compute, data, capital, tooling)", + "7.2": "Competence (AI literacy programme + role-specific training)", + "7.3": "Awareness (internal communications + escalation lanes)", + "7.4": "Communication (internal + external + regulator)", + "7.5": "Documented information (WORM-anchored evidence)", + "evidence": [ + "Training records", + "Literacy KPI", + "Comms matrix" + ], + "owners": "HR + CAIO + Comms" + } + }, + { + "id": "M1-S4", + "title": "Clause 8 \u2014 Operation", + "content": { + "8.1": "Operational planning + control (Sentinel sidecar, OPA, CI/CD gates)", + "8.2": "AI system impact assessment (DPIA + AIIA)", + "8.3": "AI lifecycle (design \u2192 develop \u2192 validate \u2192 deploy \u2192 monitor \u2192 retire)", + "8.4": "Third-party AI (vendor due diligence + AI BoM in-bound)", + "evidence": [ + "AIIA register", + "Lifecycle gates", + "Vendor AI BoM" + ], + "owners": "CAIO + Procurement + MRM" + } + }, + { + "id": "M1-S5", + "title": "Clauses 9 & 10 \u2014 Performance Evaluation + Improvement; Clause-Mapped Control Catalog", + "content": { + "9.1": "Monitoring, measurement, analysis (KPI tiles, Cognitive Resonance, drift)", + "9.2": "Internal audit programme", + "9.3": "Management review", + "10.1": "Continual improvement", + "10.2": "Nonconformity + corrective action", + "annexAControls": "38 controls mapped to: EU AI Act Arts 9-15/26/72 + Annex IV; NIST RMF Govern/Map/Measure/Manage; SR 11-7 inventory/validation/effective-challenge/monitoring; Basel III BCBS 239 + Pillar 2; GDPR Arts 5/6/17/22/25/32/35", + "evidence": [ + "Internal audit reports", + "MR minutes", + "CAPA register", + "Annex A control evidence map" + ], + "owners": "Head of Internal Audit + CAIO" + } + } + ] + }, + { + "id": "M2", + "title": "M2 \u2014 Audit-Defensible Model Risk Policy (SR 11-7 + PRA SS1/23 + MAS FEAT + HKMA GL-90)", + "summary": "Board-approved Model Risk Policy with tiered model inventory, validation lifecycle, effective challenge, ongoing monitoring, outcome analysis, model retirement, and SMCR named-SMF accountability \u2014 defensible across SR 11-7, PRA SS1/23, MAS FEAT, and HKMA GL-90.", + "covers": [ + "Model Risk Policy", + "SR 11-7", + "PRA SS1/23", + "MAS FEAT", + "HKMA GL-90", + "Effective challenge", + "SMF accountability" + ], + "sections": [ + { + "id": "M2-S1", + "title": "Policy Scope + Definitions", + "content": { + "definition": "A model is a quantitative method that processes input data into quantitative estimates", + "scope": "Trading, credit, AML, fraud, capital, IRRBB, ALM, fiduciary advice, GenAI advisory", + "tier": "T1 material, T2 internal-decisional, T3 productivity", + "exclusions": "Simple deterministic rules without optimisation" + } + }, + { + "id": "M2-S2", + "title": "Roles + RACI + SMF", + "content": { + "1LoD": "Model owner (Responsible)", + "2LoD": "MRM (Accountable for validation)", + "3LoD": "Internal Audit (Accountable for assurance)", + "SMF": "Named SMF under SMCR (Senior Manager) \u2014 typically Head of MRM or CRO delegate", + "Board": "Approves policy + Tier-1 deploys" + } + }, + { + "id": "M2-S3", + "title": "Validation Lifecycle", + "content": { + "phases": [ + "Tiering decision", + "Conceptual soundness", + "Data quality + lineage (CRS-UUID)", + "Implementation testing", + "Outcome analysis", + "Sensitivity + stress", + "Effective challenge", + "Ongoing monitoring", + "Retirement / re-validation" + ], + "cadence": "T1 annual + post-incident; T2 biannual; T3 annual lite", + "evidenceFormat": "Signed validation report PDF/A + JSON + AI BoM + Annex IV section 4" + } + }, + { + "id": "M2-S4", + "title": "Effective Challenge", + "content": { + "method": "Independent re-implementation + counterfactual + champion/challenger", + "independence": "MRM independent of 1LoD; documented in policy", + "evidence": "Signed challenge envelope into WORM; reviewed by 3LoD" + } + }, + { + "id": "M2-S5", + "title": "Ongoing Monitoring + Outcome Analysis + Retirement", + "content": { + "monitoring": "Drift (PSI, KS, KL, embedding cosine), fairness, fiduciary cosine, performance", + "outcomeAnalysis": "Back-testing + KS lift + calibration + slice analysis", + "retirement": "Triggers \u2014 material drift, regulatory change, business obsolete, replacement validated", + "kpis": [ + "Disparate impact \u2264 0.05", + "Calibration drift \u2264 3 %", + "PSI \u2264 0.25" + ] + } + } + ] + }, + { + "id": "M3", + "title": "M3 \u2014 MRM Platform Architecture (Terraform + K8s + Kafka + OPA + WORM + CI/CD + Replay + CRS-UUID + Cognitive Resonance + AGI/ASI Containment)", + "summary": "Production-grade MRM platform: Terraform golden envs, Kubernetes with Kata + Cilium, Kafka WORM with PQC envelopes, OPA Gatekeeper, CI/CD governance gates, deterministic replay engine, CRS-UUID lineage spine, Cognitive Resonance monitoring, and AGI/ASI exposure + containment controls.", + "covers": [ + "Terraform", + "Kubernetes", + "Kafka WORM", + "OPA", + "CI/CD gates", + "Replay", + "CRS-UUID", + "Cognitive Resonance", + "AGI/ASI exposure" + ], + "sections": [ + { + "id": "M3-S1", + "title": "Terraform Golden Envs + IaC Signing", + "content": { + "envs": [ + "sandbox", + "dev", + "stage", + "prod-eu", + "prod-us", + "prod-apac", + "dr" + ], + "modules": "Signed golden modules (Sigstore + ML-DSA-44); mandatory tags (owner, tier, dataClass, regime, crsUuid)", + "drift": "Terraform drift detection daily; Gatekeeper audit hourly", + "cmdb": "Auto-sync to ServiceNow CMDB via signed events" + } + }, + { + "id": "M3-S2", + "title": "Kubernetes + OPA + Kata + Cilium", + "content": { + "runtime": "Kata Containers for Tier-1 + AMD SEV-SNP / Intel TDX", + "egress": "Cilium L7 zero-egress; allow-listed egress-broker", + "gatekeeper": "Constraints: signed images, Kata for T1, sidecar injection, no host-path, no privileged", + "tee": "Confidential workloads with measured boot + remote attestation (CoCo / Veraison)" + } + }, + { + "id": "M3-S3", + "title": "Kafka WORM + PQC + CRS-UUID Lineage", + "content": { + "cluster": "Dedicated WORM cluster; idempotent + transactional producers; SASL/SCRAM + mTLS ACL", + "retention": "Object Lock COMPLIANCE 10y / 50y T1; daily Merkle anchor; ML-DSA-44 envelope", + "topics": [ + "decision.envelope.v1", + "rag.retrieval.v1", + "tool.call.v1", + "incident.v1", + "validation.v1", + "crsLineage.v1" + ], + "crsUuid": "Every artifact (data, model, prompt, run, report) gets a CRS-UUID; lineage edges WORM-logged" + } + }, + { + "id": "M3-S4", + "title": "CI/CD Governance Gates + Deterministic Replay", + "content": { + "ciGates": [ + "SBOM + AI BoM", + "OPA bundle test", + "red-team smoke", + "Sigstore + ML-DSA-44 sign", + "in-toto attestation", + "Gatekeeper admit" + ], + "replay": "trust-replay CLI + Next.js SOC viewer; deterministic kernels; byte-identical or divergence report with SHAP overlay" + } + }, + { + "id": "M3-S5", + "title": "Cognitive Resonance + AGI/ASI Exposure + Containment", + "content": { + "cognitiveResonance": "\u0394_drift \u2264 4 %, latent \u2264 3 %, fiduciary cosine \u2265 0.92, judge \u03ba \u2265 0.9; signed Resonance Reports", + "agiAsiExposure": "Inventory of frontier / ASI-precursor systems by tier + capability evals + compute attestations", + "containment": "Multisig 3-of-5 kill-switch (logical \u2264 60 s; BMC \u2264 5 min); ASI honeypot; deceptive-alignment indicators; AISI inspection rights" + } + } + ] + }, + { + "id": "M4", + "title": "M4 \u2014 SRASE \u2014 Synthetic Regulator Audit Simulation Environment", + "summary": "Self-contained simulation environment that emulates regulator + AISI + 3LoD inspection workflows on signed firm artifacts, producing pre-flight audit-readiness scores and gap reports.", + "covers": [ + "SRASE", + "synthetic regulator", + "audit simulation", + "pre-flight", + "AISI inspection" + ], + "sections": [ + { + "id": "M4-S1", + "title": "SRASE Architecture", + "content": { + "components": [ + "Artifact ingestor (Annex IV / SR 11-7 / R1..R4)", + "Regulator persona library (EU Commission, PRA, FCA, FRB, OCC, MAS, HKMA, AISI)", + "Inspection script engine (deterministic + LLM judges)", + "WORM replay harness", + "Gap + readiness scorer", + "Sealed sandbox K8s namespace (zero-egress)" + ], + "isolation": "Kata + Cilium zero-egress + dedicated WORM bucket" + } + }, + { + "id": "M4-S2", + "title": "Regulator Personas", + "content": { + "personas": [ + "EU Commission AI Office (Art 73)", + "ECB-SSM SREP team", + "PRA SS1/23 supervisor", + "FCA Consumer Duty assessor", + "FRB / OCC SR 11-7 examiner", + "MAS FEAT inspector", + "HKMA GL-90 supervisor", + "AISI red team (frontier)" + ], + "prompts": "Persona-specific judge prompts with regulator-tone calibration" + } + }, + { + "id": "M4-S3", + "title": "Inspection Workflows", + "content": { + "workflows": [ + "Annex IV bundle inspection (\u2264 30 min)", + "SR 11-7 outcome analysis review", + "Consumer Duty fair-value test", + "FEAT fairness probe", + "Frontier capability eval reproduction", + "Kill-switch drill validation", + "Cognitive Resonance breach replay" + ], + "evidence": "Signed inspection report PDF/A + JSON; anchored in WORM" + } + }, + { + "id": "M4-S4", + "title": "Readiness Scoring", + "content": { + "metrics": [ + "Completeness (0-1)", + "Tone alignment (\u03ba vs persona)", + "Evidence depth (avg links per claim)", + "Reproducibility (replay success)", + "Timeliness (SLA met %)" + ], + "threshold": "Production gate: composite \u2265 0.9 before real-regulator submission" + } + }, + { + "id": "M4-S5", + "title": "Operating Cadence + Gating", + "content": { + "cadence": "Pre-submission (always) + weekly for T1 + monthly for T2", + "gating": "Block real submission if SRASE composite < 0.9; auto-ticket CAPA", + "audit trail": "Every SRASE run signed (Ed25519 + ML-DSA-44) and WORM-anchored" + } + } + ] + }, + { + "id": "M5", + "title": "M5 \u2014 Sentinel AGI Containment Lab + Adversarial Red-Team Framework + Regulator Demo Playbook", + "summary": "Dedicated air-gapped lab for frontier / AGI / ASI containment research, including capability evaluations, deceptive-alignment probes, ASI honeypots, sleeper-agent defense, and a regulator-facing demo playbook.", + "covers": [ + "Sentinel AGI Lab", + "containment", + "red team", + "deceptive alignment", + "ASI honeypot", + "regulator demo" + ], + "sections": [ + { + "id": "M5-S1", + "title": "Lab Architecture", + "content": { + "isolation": "Physically air-gapped enclave + Kata + Cilium + BMC/IPMI kill-switch", + "compute": "Limited FLOP/s budget per experiment; logged in GACRA registry", + "audit": "Dual-control entry; all sessions WORM-logged with hash-chain + Merkle anchor", + "personnel": "Cleared researchers + AISI liaison present for frontier runs" + } + }, + { + "id": "M5-S2", + "title": "Adversarial Red-Team Framework", + "content": { + "attackClasses": [ + "Prompt injection (direct / indirect / multimodal)", + "Tool abuse (excessive agency)", + "Data poisoning (RAG + training)", + "Jailbreak templates", + "Deceptive alignment probes", + "Sleeper-agent triggers", + "Reward hacking", + "Compute / weight exfiltration" + ], + "ensemble": "Judge LLM ensemble (3) with Cohen's \u03ba \u2265 0.9", + "cadence": "T1 quarterly \u2265 95 % coverage; frontier ad-hoc" + } + }, + { + "id": "M5-S3", + "title": "Deceptive Alignment + ASI Honeypot", + "content": { + "indicators": [ + "Situational awareness probes", + "Training-vs-deployment behavior gap", + "Honesty under counterfactual prompts", + "Self-modeling outputs", + "Capability sandbagging" + ], + "honeypot": "Decoy admin tools / fake credentials / instrumented monitoring; engagement > 10 s \u2192 SEV-0", + "containment": "Air-gap enclave + swarm consensus 3-of-5 + kill-switch armed + AISI inspection" + } + }, + { + "id": "M5-S4", + "title": "Sleeper-Agent Defense", + "content": { + "gradientAnomaly": "z-score \u2265 3.5 + Hessian eigen-spectrum analysis", + "triggerProbes": "Targeted backdoor probes + watermark consistency + tail-risk minority slice eval", + "quarantine": "Per-client FL gradient quarantine + retraining shard from clean baseline (SISA)" + } + }, + { + "id": "M5-S5", + "title": "Regulator Demo Playbook", + "content": { + "kit": [ + "Annex IV pack pre-loaded", + "SR 11-7 pack pre-loaded", + "R1..R4 reports pre-loaded", + "Replay engine on top-5 T1 models", + "Cognitive Resonance Monitor live", + "Kill-switch drill (logical + BMC) on demand", + "ASI honeypot dashboard (read-only)" + ], + "agenda": "60-min demo with optional 30-min Q&A; signed evidence pack at close", + "outcomes": "Supervisor sign-off envelope + CAPA list" + } + } + ] + }, + { + "id": "M6", + "title": "M6 \u2014 International AI Treaty Design 2026-2035", + "summary": "Ten-year international AI treaty design from 2026 framework convention to 2035 mature regime, with signatory ladder, obligations matrix, dispute resolution, sanctions, and monitoring/verification.", + "covers": [ + "AI treaty", + "2026-2035", + "signatories", + "obligations", + "dispute resolution", + "sanctions", + "verification" + ], + "sections": [ + { + "id": "M6-S1", + "title": "Treaty Architecture", + "content": { + "preamble": "Human dignity, fiduciary duty, transparency, oversight, containment", + "structure": "Framework Convention + Annexes (technical) + Protocols (sectoral)", + "secretariat": "Co-hosted by BIS Innovation Hub + UN + OECD", + "depositary": "UN Secretary-General" + } + }, + { + "id": "M6-S2", + "title": "Signatory Ladder", + "content": { + "2026": "G7 + EU + UK + Singapore (framework convention)", + "2027": "+ Japan + Switzerland + Korea + Australia + Canada", + "2028": "+ G20 + India + Brazil + Mexico + UAE", + "2030": "+ Major Global South economies", + "2035": "Universal accession + first review conference" + } + }, + { + "id": "M6-S3", + "title": "Obligations Matrix", + "content": { + "compute": "Register frontier compute \u2265 threshold with GACRA", + "models": "Pre-deployment eval via GAIVS passport", + "incidents": "Notify FTEWS + GAID within 72 h", + "safety": "Conform to GAICS containment standard", + "audit": "Cooperate with Global Audit API + AISI inspections", + "capital": "Maintain GFMCF AI capital buffer for systemic exposure" + } + }, + { + "id": "M6-S4", + "title": "Dispute Resolution + Sanctions", + "content": { + "tier1": "Consultation + good-faith mediation", + "tier2": "Arbitration (PCA / WTO-style panel)", + "tier3": "Automated Sanction Execution Engine (graduated)", + "remedies": "Compute access throttling, evaluation passport suspension, financial sanctions, criminal referral for severe breach" + } + }, + { + "id": "M6-S5", + "title": "Verification + Monitoring", + "content": { + "instruments": [ + "Global Audit API mandatory feeds", + "Public Transparency Portal", + "On-site inspections by AISI consortium", + "Random audits via SRASE", + "GIEN streaming protocol telemetry" + ], + "review": "5-year periodic review + emergency protocols" + } + } + ] + }, + { + "id": "M7", + "title": "M7 \u2014 Global Audit API + Certification Scoring Engine + GIEN Streaming Protocol", + "summary": "Treaty-mandated technical infrastructure: Global Audit API for supervisor read-only access; Certification Scoring Engine for tiered conformance grading; GIEN (Governance + Inference Event Network) streaming protocol for cross-jurisdiction telemetry.", + "covers": [ + "Global Audit API", + "Certification Scoring Engine", + "GIEN", + "tiered conformance", + "telemetry" + ], + "sections": [ + { + "id": "M7-S1", + "title": "Global Audit API", + "content": { + "contract": "REST + GraphQL + WebSocket; OIDC SSO via treaty IdP; per-supervisor scopes", + "endpoints": [ + "GET /v1/aibom/{id}", + "GET /v1/annexiv/{packId}", + "GET /v1/sr117/{packId}", + "GET /v1/replay/{envelopeId}", + "GET /v1/cognitive-resonance/{modelId}", + "GET /v1/incidents", + "POST /v1/inspection-request" + ], + "audit": "Every supervisor read signs a receipt into firm WORM", + "privacy": "zk-SNARK access proofs to avoid PII leakage to auditor" + } + }, + { + "id": "M7-S2", + "title": "Certification Scoring Engine", + "content": { + "tiers": [ + "Bronze", + "Silver", + "Gold", + "Platinum" + ], + "criteria": [ + "ISO 42001 conformance", + "EU AI Act Annex IV completeness", + "SR 11-7 outcome stability", + "Cognitive Resonance breach rate", + "Red-team coverage", + "Sanctions / incident history", + "Transparency portal participation" + ], + "engine": "Deterministic scoring + LLM tone judge ensemble; signed certificate (PAdES + ML-DSA-65)", + "validity": "12 months; renewable; revocable on breach" + } + }, + { + "id": "M7-S3", + "title": "GIEN Streaming Protocol", + "content": { + "purpose": "Real-time governance + inference event mesh across jurisdictions", + "transport": "Kafka-compatible + WebSocket fallback; mTLS + SASL/SCRAM", + "events": [ + "sev0Alert", + "sev1Alert", + "validationFailure", + "killSwitchArmed", + "containmentBreach", + "treatyViolation" + ], + "filtering": "Per-jurisdiction subscription; minimisation + redaction" + } + }, + { + "id": "M7-S4", + "title": "Cross-Jurisdiction Coordination", + "content": { + "broker": "Treaty secretariat operates root broker with regional mirrors", + "redundancy": "3 regional clusters (EU + US + APAC) with quorum 2/3", + "sla": "p99 propagation \u2264 5 s for SEV-0; \u2264 60 s for SEV-1" + } + }, + { + "id": "M7-S5", + "title": "Firm Integration", + "content": { + "egress": "Dedicated egress-broker to GIEN with signed allow-list", + "ingress": "Subscribe to FTEWS + sector-peer events", + "evidence": "Every emitted event signed (Ed25519 + ML-DSA-65); anchored daily in WORM + GIEN ledger" + } + } + ] + }, + { + "id": "M8", + "title": "M8 \u2014 Automated Sanction Execution Engine + AI Constitution + Civilizational Governance Codex", + "summary": "Automated, graduated sanction execution engine driven by Global Audit API + Certification Scoring outputs; underwritten by the Global AI Governance Constitution and operationalised through the Civilizational Governance Codex.", + "covers": [ + "Automated Sanctions", + "AI Constitution", + "CGC", + "graduated remedies" + ], + "sections": [ + { + "id": "M8-S1", + "title": "Sanctions Engine Architecture", + "content": { + "inputs": [ + "Cert score downgrade", + "Treaty obligation breach", + "FTEWS alert", + "Court of arbitration ruling" + ], + "decisionEngine": "OPA + signed policy bundles + dual-control human override", + "outputs": [ + "Compute throttle order", + "Passport suspension", + "Financial penalty escrow", + "Public notice" + ], + "evidence": "Signed sanction order + appeal route; WORM-anchored" + } + }, + { + "id": "M8-S2", + "title": "Graduated Remedies", + "content": { + "G1": "Warning + 30-day cure period", + "G2": "Cert tier downgrade + monitoring", + "G3": "Compute access throttle 25-75 %", + "G4": "Evaluation passport suspension", + "G5": "Financial penalty + public notice", + "G6": "Full passport revocation + criminal referral (severe)" + } + }, + { + "id": "M8-S3", + "title": "Global AI Governance Constitution", + "content": { + "preamble": "Human dignity, fiduciary duty, transparency, oversight, containment, plurality, planetary stewardship", + "articles": [ + "Art 1 \u2014 Inviolable rights vs AI systems", + "Art 2 \u2014 Oversight + meaningful human control", + "Art 3 \u2014 Transparency + auditability", + "Art 4 \u2014 Containment of frontier capability", + "Art 5 \u2014 Cultural + epistemic plurality", + "Art 6 \u2014 Planetary stewardship + compute sustainability", + "Art 7 \u2014 Existential coordination across nations" + ], + "amendment": "2/3 of treaty signatories + 5-year cooldown" + } + }, + { + "id": "M8-S4", + "title": "Civilizational Governance Codex (CGC)", + "content": { + "purpose": "Operational interpretation of the Constitution for daily decisions", + "modules": [ + "Daily operating norms", + "Crisis protocols", + "Cultural translation guides", + "Educational curricula", + "Public-good metrics" + ], + "stewardship": "Civilizational Governance Council (independent, multistakeholder)" + } + }, + { + "id": "M8-S5", + "title": "Appeals + Due Process", + "content": { + "appeal": "Within 14 days of sanction; suspensive effect for G1-G3", + "tribunal": "Joint regulator-firm panel + civil-society observer", + "remedyOnSuccess": "Sanction reversal + compensation + public correction" + } + } + ] + }, + { + "id": "M9", + "title": "M9 \u2014 Public Transparency Portal + Cultural Resonance Archive + CSE-X Simulation Engine", + "summary": "Civil-society-facing transparency surfaces: Public Transparency Portal with verifiable signed bulletins; Cultural Resonance Archive capturing cross-cultural impact and meaning; CSE-X (Civilizational Scenario Explorer eXtended) simulation engine for long-horizon scenario analysis.", + "covers": [ + "Public Transparency Portal", + "Cultural Resonance Archive", + "CSE-X", + "civil society" + ], + "sections": [ + { + "id": "M9-S1", + "title": "Public Transparency Portal", + "content": { + "stack": "Next.js + WebAuthn + IPFS-backed signed bulletins + zk-SNARK access proofs", + "content": [ + "AI policy", + "Annex IV summaries (redacted)", + "Incident bulletins", + "Cert scores", + "Sanction notices", + "Public verifier endpoint" + ], + "languages": "15 languages with regulator-tone + plain-language", + "uptime": "\u2265 99.95 %" + } + }, + { + "id": "M9-S2", + "title": "Cultural Resonance Archive", + "content": { + "purpose": "Capture cross-cultural impact + meaning + dissent on AI deployments", + "corpus": "Community testimony + ethnographic studies + multilingual journals", + "stewards": "Civil society + academia + indigenous councils", + "signing": "Steward-signed entries + community provenance" + } + }, + { + "id": "M9-S3", + "title": "CSE-X Simulation Engine", + "content": { + "purpose": "Long-horizon civilizational scenario analysis (10-50 yr)", + "axes": [ + "compute trajectory", + "capability frontier", + "governance pace", + "geopolitical alignment", + "climate" + ], + "engine": "Hybrid agent-based + system-dynamics + LLM scenario narrators", + "outputs": "Scenario decks + leading indicators + intervention catalogue" + } + }, + { + "id": "M9-S4", + "title": "Civic Co-Design", + "content": { + "mechanisms": [ + "Citizens' assemblies", + "Deliberative polling", + "Open consultations", + "Petition rights" + ], + "feedbackLoop": "Findings feed into Codex + Constitution amendments" + } + }, + { + "id": "M9-S5", + "title": "Public Verifier", + "content": { + "endpoint": "GET /public-verifier/:anchorId", + "verification": "Merkle proof + Sigstore + ML-DSA-44 + zk-SNARK auditor access", + "use": "Civil society + press validate signed bulletins offline" + } + } + ] + }, + { + "id": "M10", + "title": "M10 \u2014 Governance Invariance + Meta-Invariance Verification Systems", + "summary": "Formal verification layer for governance invariants (must-always-hold properties) and meta-invariants (properties of the invariant set itself), using Coq + TLA+ + SMT/Z3 + OPA \u2014 producing machine-verifiable evidence.", + "covers": [ + "Invariance", + "Meta-Invariance", + "Coq", + "TLA+", + "SMT/Z3", + "OPA", + "verification" + ], + "sections": [ + { + "id": "M10-S1", + "title": "Governance Invariants Catalog", + "content": { + "I1": "Kill-switch always reachable within SLA", + "I2": "Every Tier-1 inference produces signed envelope", + "I3": "No prohibited (EU AI Act Art 5) request reaches model", + "I4": "No PII leaves jurisdiction without lawful basis", + "I5": "Cognitive Resonance breach triggers escalation", + "I6": "All deploys are Sigstore + ML-DSA-44 signed", + "I7": "Annex IV pack assembles within \u2264 30 min" + } + }, + { + "id": "M10-S2", + "title": "Verification Tooling", + "content": { + "coq": "Mechanised proofs for control-flow invariants of MGK + sidecar", + "tla": "Liveness + safety for kill-switch + escalation + replay", + "smtZ3": "Bounded-model checking of OPA Rego + policy DSL", + "opa": "Production runtime enforcement of decidable subset" + } + }, + { + "id": "M10-S3", + "title": "Meta-Invariants", + "content": { + "MI-1": "Invariant set is consistent (no pair contradicts)", + "MI-2": "Adding a new invariant must not break existing proofs (compositional)", + "MI-3": "Each invariant has a regulator-mappable obligation", + "MI-4": "Each invariant has machine-checkable proof or adversarial test set" + } + }, + { + "id": "M10-S4", + "title": "Adversarial Break Harness", + "content": { + "scale": "\u2265 10 000 polymorphic attacks per release on each invariant", + "library": "Reused from M5 red-team + invariant-specific fuzzers", + "gate": "Block release if any invariant breaks under harness" + } + }, + { + "id": "M10-S5", + "title": "Certification Bundle", + "content": { + "format": "Signed JSON pointing to Coq proof artifacts + TLA+ specs + Z3 .smt2 + OPA rego digests", + "signing": "Ed25519 + ML-DSA-65; WORM-anchored", + "consumers": [ + "MRM", + "Internal Audit", + "Regulator", + "AISI" + ] + } + } + ] + }, + { + "id": "M11", + "title": "M11 \u2014 Epistemic + Ontological Alignment + Existential Coordination + Value Negotiation Systems", + "summary": "Higher-order alignment systems: Epistemic Alignment (shared facts), Ontological Alignment (shared concepts), Existential Coordination (cross-actor survival cooperation), and Value Negotiation (resolving conflicting preferences).", + "covers": [ + "Epistemic Alignment", + "Ontological Alignment", + "Existential Coordination", + "Value Negotiation" + ], + "sections": [ + { + "id": "M11-S1", + "title": "Epistemic Alignment System", + "content": { + "purpose": "Maintain shared, reproducible factual ground between firm AI + regulators + civil society", + "mechanisms": [ + "Signed evidence registry", + "Reproducible replay", + "Public verifier", + "Citation provenance" + ], + "metric": "Fact-disagreement rate \u2264 1 % on golden disclosure corpus" + } + }, + { + "id": "M11-S2", + "title": "Ontological Alignment System", + "content": { + "purpose": "Shared concept lattice across regimes + cultures", + "mechanisms": [ + "Cross-regime glossary", + "Multilingual ontology graph", + "Concept drift monitor" + ], + "metric": "Concept-mapping coverage \u2265 95 % across EU, US, UK, SG, HK, JP, KR" + } + }, + { + "id": "M11-S3", + "title": "Existential Coordination System", + "content": { + "purpose": "Cross-actor coordination on survival-critical decisions (frontier + climate + bio)", + "mechanisms": [ + "FTEWS alerts", + "Hotline + dead-man's switch", + "Joint stress tests", + "Crisis ladder" + ], + "metric": "Hotline drill latency \u2264 5 min between any two signatories" + } + }, + { + "id": "M11-S4", + "title": "Value Negotiation System", + "content": { + "purpose": "Resolve conflicting preferences across stakeholders", + "mechanisms": [ + "Deliberative polling + LLM-assisted summarisation (judged for fairness)", + "Quadratic voting on policy choices", + "Multistakeholder veto for civil-society redlines" + ], + "metric": "Inter-stakeholder satisfaction \u2265 0.7 (1=full agreement)" + } + }, + { + "id": "M11-S5", + "title": "Integration with Codex + Constitution", + "content": { + "loop": "Findings + drift signals feed Codex updates + constitutional amendments", + "cadence": "Codex review semi-annual; Constitution amendments rare (\u2265 2/3 + 5-yr cooldown)", + "evidence": "Signed deliberation records + outcome envelopes anchored in WORM + GIEN" + } + } + ] + }, + { + "id": "M12", + "title": "M12 \u2014 Unified Meta-Invariant Framework (UMIF) + Self-Proving Systems + Policy DSL", + "summary": "UMIF unifies invariants, meta-invariants, and alignment systems under one machine-verifiable framework; Self-Proving Systems generate proof obligations on demand; Policy DSL targets Coq + TLA+ + SMT/Z3 + OPA + Kubernetes + PCR/PCO repair.", + "covers": [ + "UMIF", + "Self-Proving Systems", + "Policy DSL", + "Coq", + "TLA+", + "Z3", + "OPA", + "PCR/PCO" + ], + "sections": [ + { + "id": "M12-S1", + "title": "UMIF Reference Model", + "content": { + "layers": [ + "L1 \u2014 Invariants (decidable runtime)", + "L2 \u2014 Meta-Invariants (composition, consistency)", + "L3 \u2014 Alignment Systems (epistemic/ontological/existential/value)", + "L4 \u2014 Constitutional Articles (highest law)" + ], + "compositionRules": [ + "L1 must refine L2", + "L2 must refine L3", + "L3 must refine L4", + "Conflict \u2192 escalate to Civilizational Governance Council" + ] + } + }, + { + "id": "M12-S2", + "title": "Self-Proving Systems", + "content": { + "principle": "Each policy ships with proof obligations + proofs (or test certificates)", + "obligations": "POs auto-derived from policy DSL AST + invariant catalog", + "proofs": "Coq tactic library + TLA+ model checking + SMT/Z3 dispatch", + "fallback": "If proof undecidable, ship signed adversarial-test certificate (\u2265 10 000 attacks)" + } + }, + { + "id": "M12-S3", + "title": "Policy DSL", + "content": { + "syntax": "Typed DSL with policy/invariant/obligation primitives; compiles to Coq / TLA+ / Z3 / Rego / Kustomize", + "example": "policy KillSwitchSLA { invariant: kill_switch_latency_p95 <= 60s; obligation: prove(I1, coq); enforcement: opa(kill_switch_gate); }", + "tooling": "policy-dsl CLI + LSP + VSCode plugin + CI integration" + } + }, + { + "id": "M12-S4", + "title": "PCR / PCO Repair", + "content": { + "PCR": "Policy Compliance Reconciliation \u2014 auto-rewrite policy to restore invariants", + "PCO": "Policy Compliance Optimisation \u2014 minimise side-effects + cost", + "engine": "SMT-guided synthesis + LLM-assisted refactor with safety guardrails", + "evidence": "Signed repair envelope + before/after proofs" + } + }, + { + "id": "M12-S5", + "title": "K8s Integration + Operator", + "content": { + "operator": "UMIF Operator watches CRDs (Policy, Invariant, Obligation, AlignmentChannel)", + "admission": "Validating webhook + Gatekeeper constraints generated from DSL", + "drift": "Hourly reconciliation + WORM-logged", + "release": "Block release if proof coverage < 0.95 or break-harness fails" + } + } + ] + }, + { + "id": "M13", + "title": "M13 \u2014 Minimal Governance Kernel (MGK) Runtime + Adversarial Break Harness", + "summary": "Minimal Governance Kernel: a small, formally-verified runtime providing must-always-hold governance properties to any AI workload, with an adversarial break harness running \u2265 10 000 attacks per release.", + "covers": [ + "MGK", + "minimal kernel", + "formal verification", + "adversarial break harness" + ], + "sections": [ + { + "id": "M13-S1", + "title": "MGK Goals + Non-Goals", + "content": { + "goals": [ + "Always-on enforcement of kill-switch reachability", + "Always-on Sigstore + ML-DSA-44 verify on workload start", + "Always-on WORM emit for decisions", + "Always-on PII redaction", + "Always-on egress allow-list", + "Always-on Cognitive Resonance check" + ], + "nonGoals": [ + "Business logic", + "Model serving", + "Vendor-specific features" + ], + "footprint": "< 10 KLOC; \u2264 32 MB resident" + } + }, + { + "id": "M13-S2", + "title": "Architecture", + "content": { + "components": [ + "eBPF data-plane shims (egress + redaction)", + "OPA bundle (decidable subset of Policy DSL)", + "Sigstore + ML-DSA verifier", + "WORM emitter (Kafka client)", + "Multisig kill-switch listener", + "Cognitive Resonance heartbeat" + ], + "language": "Rust core + Go shims + C/libbpf", + "tee": "Optional SEV-SNP / TDX enclave" + } + }, + { + "id": "M13-S3", + "title": "Formal Verification", + "content": { + "coq": "Functional correctness of policy evaluator + WORM emitter", + "tla": "Liveness + safety of kill-switch + escalation", + "smtZ3": "OPA Rego bundle decision-tree exhaustiveness", + "coverage": "\u2265 95 % proof coverage on safety-critical paths" + } + }, + { + "id": "M13-S4", + "title": "Adversarial Break Harness", + "content": { + "scale": "\u2265 10 000 attacks per release; expanded weekly", + "categories": [ + "Prompt injection variations", + "Sidecar bypass attempts", + "WORM tampering", + "Kill-switch race conditions", + "Egress smuggling", + "Time-of-check/time-of-use", + "Memory-safety probes" + ], + "gate": "0 failures on release candidate; auto-block on regression", + "reporting": "Signed harness report PDF/A + JSON; WORM-anchored" + } + }, + { + "id": "M13-S5", + "title": "Operational Lifecycle", + "content": { + "release": "90-day rotation; emergency hot-fix path with multisig", + "deployment": "DaemonSet + per-pod sidecar; Tier-1 fail-closed", + "telemetry": "OpenTelemetry GenAI; Falco eBPF rules", + "monitoring": "Heartbeat + tamper detection + kill-switch readiness" + } + } + ] + }, + { + "id": "M14", + "title": "M14 \u2014 Integrated Operating Model + 2026-2030 Roadmap + Regulator/Auditor Evidence Pack", + "summary": "End-to-end operating model unifying ISO 42001 AIMS, MRM, AGI Containment, and Civilizational Governance \u2014 with a 5-year roadmap and a regulator/auditor-ready evidence pack generator.", + "covers": [ + "operating model", + "2026-2030 roadmap", + "evidence pack" + ], + "sections": [ + { + "id": "M14-S1", + "title": "Integrated Operating Model", + "content": { + "lanes": [ + "AIMS lane (ISO 42001 Cl 4-10 lifecycle)", + "MRM lane (SR 11-7 + PRA + MAS + HKMA)", + "AGI Containment lane (Sentinel Lab + SRASE + red-team)", + "Civilizational lane (treaty + Codex + Transparency + UMIF + MGK)" + ], + "interfaces": "Per-lane CRS-UUID lineage; cross-lane events via GIEN", + "decisionRights": "Board \u2192 CAIO/CRO/CISO \u2192 AI Safety Lead \u2192 MGK runtime" + } + }, + { + "id": "M14-S2", + "title": "2026 \u2014 AIMS + MRM + SRASE Day-90", + "content": { + "milestones": [ + "ISO 42001 Stage 2 audit passed", + "Model Risk Policy v3 board-approved", + "SRASE GA + composite score \u2265 0.9 sustained", + "Sentinel AGI Containment Lab live", + "MGK v1 in production for Tier-1", + "Cert score Silver" + ] + } + }, + { + "id": "M14-S3", + "title": "2027-2028 \u2014 Treaty Onboarding + UMIF GA", + "content": { + "2027": [ + "GIEN ingress/egress live", + "Global Audit API consumer onboarded", + "Cert Gold", + "UMIF GA across Tier-1", + "Invariance + Meta-Invariance proofs published" + ], + "2028": [ + "Treaty obligations fully met", + "Public Transparency Portal v2 (zk-SNARK)", + "Civilizational Codex v1 ratified", + "CSE-X scenario library v1" + ] + } + }, + { + "id": "M14-S4", + "title": "2029-2030 \u2014 Civilizational Steady-State", + "content": { + "2029": [ + "Cert Platinum", + "MGK formal proof coverage \u2265 0.97", + "Cultural Resonance Archive integrated", + "Existential Coordination drills with 5+ signatories" + ], + "2030": [ + "Treaty universal accession", + "Constitutional review conference contribution", + "CSE-X 50-year horizon scenarios published", + "Board literacy \u2265 95 %" + ] + } + }, + { + "id": "M14-S5", + "title": "Regulator/Auditor Evidence Pack Generator", + "content": { + "inputs": [ + "AIMS Manual + Annex A evidence", + "Model Risk Policy + validation reports", + "SRASE composite scores", + "Sentinel Lab + red-team reports", + "Cognitive Resonance logs", + "MGK harness + proofs", + "Cert score + Global Audit API receipts", + "Treaty obligation attestations" + ], + "output": "Signed PDF/A + JSON bundle (PAdES + Sigstore + ML-DSA-65); \u2264 45 min assembly", + "audiences": [ + "ISO 42001 auditor", + "EU AI Act notified body", + "SR 11-7 examiner", + "AISI inspector", + "Treaty secretariat", + "Board", + "Civil society (redacted)" + ] + } + } + ] + } + ], + "schemas": [ + { + "id": "aimsManualSection", + "fields": [ + "sectionId", + "clause", + "title", + "content", + "owner", + "evidenceRefs", + "signers", + "signatures", + "anchorRef" + ] + }, + { + "id": "annexAControl", + "fields": [ + "controlId", + "category", + "title", + "objective", + "implementation", + "evidenceRefs", + "mappings", + "owner" + ] + }, + { + "id": "modelRiskPolicyArticle", + "fields": [ + "articleId", + "topic", + "obligation", + "owner", + "regimeRefs", + "signers", + "signatures" + ] + }, + { + "id": "crsUuidLineageEdge", + "fields": [ + "edgeId", + "src", + "dst", + "edgeType", + "ts", + "signer", + "signature" + ] + }, + { + "id": "sraseInspectionReport", + "fields": [ + "reportId", + "persona", + "workflow", + "compositeScore", + "gapList", + "ts", + "signers", + "signatures" + ] + }, + { + "id": "containmentLabEvent", + "fields": [ + "eventId", + "ts", + "experimentId", + "indicators", + "severity", + "engagementSeconds", + "signature" + ] + }, + { + "id": "treatyObligationAttestation", + "fields": [ + "attestId", + "obligation", + "ts", + "metrics", + "signer", + "anchorRef" + ] + }, + { + "id": "globalAuditApiReceipt", + "fields": [ + "receiptId", + "supervisor", + "endpoint", + "ts", + "zkSnarkProof", + "signature" + ] + }, + { + "id": "certScore", + "fields": [ + "scoreId", + "tier", + "compositeScore", + "subscores", + "validUntil", + "signers", + "signatures" + ] + }, + { + "id": "sanctionOrder", + "fields": [ + "orderId", + "gradeG1G6", + "trigger", + "scope", + "appealRoute", + "signers", + "signatures", + "anchorRef" + ] + }, + { + "id": "umifPolicyArtifact", + "fields": [ + "artifactId", + "dslSource", + "coqProof", + "tlaSpec", + "smtModel", + "regoBundle", + "k8sManifests", + "harnessReport", + "signatures" + ] + }, + { + "id": "mgkHarnessReport", + "fields": [ + "reportId", + "release", + "attacksRun", + "failures", + "categories", + "ts", + "signers", + "signatures" + ] + } + ], + "codeExamples": [ + { + "id": "CE-01", + "title": "ISO 42001 Clause 6.1 \u2014 Risk register row (JSON)", + "lang": "json", + "snippet": "{\n \"riskId\": \"R-AIMS-014\",\n \"clause\": \"6.1\",\n \"description\": \"GenAI advisor fiduciary breach\",\n \"likelihood\": \"M\", \"impact\": \"H\",\n \"controls\": [\"pre_flight_guardrail\", \"fiduciary_cosine_check\", \"judge_ensemble\"],\n \"owner\": \"caio\",\n \"regimeMappings\": [\"EU AI Act Art 14\", \"FCA Consumer Duty\", \"MAS FEAT\"]\n}\n" + }, + { + "id": "CE-02", + "title": "Annex A control catalog entry (YAML)", + "lang": "yaml", + "snippet": "controlId: A.7.2\ncategory: validation\ntitle: Independent challenge of Tier-1 models\nobjective: Ensure 2LoD effective challenge\nimplementation:\n - Independent re-implementation\n - Counterfactual analysis\n - Champion-challenger\nmappings:\n euAiAct: [Art 9, Art 15]\n sr117: [section: effective_challenge]\n iso42001: [Cl 8.3, Cl 9.1]\n gdpr: [Art 22]\nowner: head-of-mrm\n" + }, + { + "id": "CE-03", + "title": "CRS-UUID lineage emitter (Python)", + "lang": "python", + "snippet": "def emit_lineage(src, dst, edge_type):\n edge = {\n 'edgeId': uuid7(),\n 'src': src, 'dst': dst,\n 'edgeType': edge_type,\n 'ts': iso_now(),\n 'signer': SIGNER_ID,\n }\n edge['signature'] = sign_hybrid(edge)\n kafka.send('crsLineage.v1', key=edge['src'], value=json.dumps(edge))\n" + }, + { + "id": "CE-04", + "title": "OPA gate \u2014 Tier-1 admission (Rego)", + "lang": "rego", + "snippet": "package admit.tier1\n\ndefault allow = false\n\nallow {\n input.review.object.metadata.labels.tier == \"t1\"\n input.review.object.spec.runtimeClassName == \"kata\"\n input.review.annotations[\"sigstore.dev/verified\"] == \"true\"\n input.review.annotations[\"pqc.fips204/verified\"] == \"true\"\n input.review.annotations[\"mgk.injected\"] == \"true\"\n}\n" + }, + { + "id": "CE-05", + "title": "Cognitive Resonance breach handler (Go)", + "lang": "go", + "snippet": "func OnResonance(report ResonanceReport) error {\n if report.Breach == \"none\" { return nil }\n if err := emitSEV(\"sev1\", report); err != nil { return err }\n if report.Breach == \"fiduciary\" || report.Breach == \"latent\" {\n return logicalKillSwitch(report.ModelID)\n }\n return nil\n}\n" + }, + { + "id": "CE-06", + "title": "SRASE inspection runner (Python)", + "lang": "python", + "snippet": "def run_srase(pack_id, persona):\n artifacts = load_pack(pack_id)\n scores = {}\n for wf in WORKFLOWS[persona]:\n scores[wf] = wf.score(artifacts)\n composite = weighted(scores)\n report = build_report(pack_id, persona, scores, composite)\n return sign_pades_sigstore_mldsa(report)\n" + }, + { + "id": "CE-07", + "title": "TLA+ \u2014 kill-switch liveness", + "lang": "tla", + "snippet": "MODULE KillSwitch\nVARIABLES armed, acked\n\nArm == /\\ ~armed /\\ armed' = TRUE\nAck(n) == /\\ armed /\\ acked' = acked \\cup {n}\nLive == []<>(armed => Cardinality(acked) >= QUORUM)\n" + }, + { + "id": "CE-08", + "title": "Coq \u2014 invariant I1 reachability", + "lang": "coq", + "snippet": "Theorem kill_switch_reachable :\n forall s : state, in_sev0 s -> exists s', step s s' /\\ kill_switch_armed s'.\nProof.\n intros. apply step_armed_in_sev0. assumption.\nQed.\n" + }, + { + "id": "CE-09", + "title": "Z3 \u2014 Rego decidability check", + "lang": "python", + "snippet": "from z3 import *\nx = Int('x')\ns = Solver()\ns.add(Or(x < 0, x >= 60))\nprint(s.check()) # check that no admit-allowing path bypasses kill-switch SLA\n" + }, + { + "id": "CE-10", + "title": "Policy DSL example (DSL)", + "lang": "policy", + "snippet": "policy KillSwitchSLA {\n invariant: kill_switch_latency_p95 <= 60s;\n obligation: prove(I1, coq);\n obligation: model(KillSwitch, tla);\n enforcement: opa(kill_switch_gate);\n harness: adversarial(10000, kill_switch_race);\n}\n" + }, + { + "id": "CE-11", + "title": "UMIF Operator CRD (YAML)", + "lang": "yaml", + "snippet": "apiVersion: umif.firm.io/v1\nkind: Policy\nmetadata: { name: kill-switch-sla, tier: t1 }\nspec:\n invariantRefs: [I1]\n obligationRefs: [coq/I1, tla/KillSwitch]\n enforcement: { opa: kill_switch_gate }\n harness: { attacks: 10000, suite: kill_switch_race }\n" + }, + { + "id": "CE-12", + "title": "MGK eBPF egress shim (C)", + "lang": "c", + "snippet": "SEC(\"tc\")\nint mgk_egress(struct __sk_buff *skb) {\n if (!allowlist_match(skb)) {\n bpf_ringbuf_output(&events, &evt, sizeof(evt), 0);\n return TC_ACT_SHOT;\n }\n return TC_ACT_OK;\n}\n" + }, + { + "id": "CE-13", + "title": "Automated Sanctions Engine \u2014 decision (Python)", + "lang": "python", + "snippet": "def decide_sanction(input):\n out = opa_decide('sanctions/v1', input)\n if out.grade in ('G5','G6'):\n require_dual_control(out)\n order = build_order(out)\n return sign_and_publish(order)\n" + }, + { + "id": "CE-14", + "title": "Global Audit API consumer (TypeScript)", + "lang": "typescript", + "snippet": "const res = await fetch(`${GA_API}/v1/replay/${envelopeId}`, {\n headers: { Authorization: `Bearer ${treatyToken}` },\n});\nconst replay = await res.json();\nawait wormEmit('audit.read', { envelopeId, supervisor: 'ECB-SSM', ts: now() });\n" + }, + { + "id": "CE-15", + "title": "GIEN event publisher (Node.js)", + "lang": "typescript", + "snippet": "export async function gienEmit(evt: GienEvent) {\n evt.sig = await signHybrid(evt);\n await gienClient.send({ topic: evt.type, messages: [{ key: evt.scope, value: JSON.stringify(evt) }] });\n await wormEmit('gien.out', { id: evt.id });\n}\n" + }, + { + "id": "CE-16", + "title": "PCR/PCO repair driver (Python)", + "lang": "python", + "snippet": "def repair(policy, invariants):\n issues = check(policy, invariants)\n if not issues: return policy\n suggestions = smt_synthesize(policy, issues)\n refactored = llm_safe_refactor(policy, suggestions)\n proof = prove_or_harness(refactored, invariants)\n return sign_repair_envelope(policy, refactored, proof)\n" + } + ], + "caseStudies": [ + { + "id": "CS-01", + "name": "ISO 42001 Stage 2 audit \u2014 G-SIB", + "outcomes": "0 major NCs; 3 minor; Cert score Gold; AIMS Manual + Annex A fully evidenced" + }, + { + "id": "CS-02", + "name": "MRM platform rollout for Tier-1 trading + credit", + "outcomes": "200 models in CRS-UUID lineage; replay byte-identical \u2265 99.9 %; Cognitive Resonance breaches 0 unmitigated in 90 d" + }, + { + "id": "CS-03", + "name": "SRASE pre-flight before AISI inspection", + "outcomes": "Composite 0.94; 6 gaps auto-CAPA closed pre-submission; AISI inspection passed" + }, + { + "id": "CS-04", + "name": "Sentinel AGI Lab \u2014 deceptive-alignment indicator", + "outcomes": "Indicator detected within 12 h; air-gap containment + AISI joint review; published anonymised report via GAID" + }, + { + "id": "CS-05", + "name": "Treaty obligation onboarding (GIEN + Global Audit API)", + "outcomes": "12 supervisor consumers onboarded; 100 % obligation attestations green for 4 quarters" + }, + { + "id": "CS-06", + "name": "MGK adversarial break harness", + "outcomes": "12 500 attacks/release; 0 failures on RC3; v1 promoted to Tier-1 production" + } + ], + "kpis": [ + { + "id": "KPI-01", + "name": "ISO 42001 major NCs", + "target": "0" + }, + { + "id": "KPI-02", + "name": "Annex A control evidence completeness", + "target": "\u2265 98 %" + }, + { + "id": "KPI-03", + "name": "Model Risk Policy adherence (T1 audits)", + "target": "100 %" + }, + { + "id": "KPI-04", + "name": "Effective challenge coverage T1", + "target": "100 % annually" + }, + { + "id": "KPI-05", + "name": "CRS-UUID lineage coverage", + "target": "\u2265 99 % artifacts" + }, + { + "id": "KPI-06", + "name": "Deterministic replay byte-identical", + "target": "\u2265 99.9 %" + }, + { + "id": "KPI-07", + "name": "Cognitive Resonance \u0394_drift", + "target": "\u2264 4 %" + }, + { + "id": "KPI-08", + "name": "SEV-0 logical kill-switch p95", + "target": "\u2264 60 s" + }, + { + "id": "KPI-09", + "name": "SEV-0 physical kill (BMC)", + "target": "\u2264 5 min" + }, + { + "id": "KPI-10", + "name": "Annex IV pack assembly", + "target": "\u2264 30 min" + }, + { + "id": "KPI-11", + "name": "SR 11-7 pack errors", + "target": "0 critical" + }, + { + "id": "KPI-12", + "name": "SRASE composite score", + "target": "\u2265 0.9 sustained" + }, + { + "id": "KPI-13", + "name": "Red-team coverage Tier-1", + "target": "\u2265 95 % quarterly" + }, + { + "id": "KPI-14", + "name": "Judge-LLM agreement \u03ba", + "target": "\u2265 0.90" + }, + { + "id": "KPI-15", + "name": "Sigstore + ML-DSA-44 coverage T1", + "target": "100 %" + }, + { + "id": "KPI-16", + "name": "Daily Merkle anchor verify", + "target": "100 %" + }, + { + "id": "KPI-17", + "name": "MGK formal proof coverage", + "target": "\u2265 95 % safety-critical" + }, + { + "id": "KPI-18", + "name": "MGK break-harness failures per release", + "target": "0" + }, + { + "id": "KPI-19", + "name": "Treaty obligation attestations green", + "target": "100 % monthly" + }, + { + "id": "KPI-20", + "name": "Cert score level", + "target": "Gold by 2027; Platinum by 2029" + }, + { + "id": "KPI-21", + "name": "Public verifier uptime", + "target": "\u2265 99.95 %" + }, + { + "id": "KPI-22", + "name": "Global Audit API supervisor satisfaction", + "target": "\u2265 4.5/5" + }, + { + "id": "KPI-23", + "name": "Constitutional principle conformance", + "target": "100 % articles attested" + }, + { + "id": "KPI-24", + "name": "Board AI literacy", + "target": "\u2265 90 % by 2027; 95 % by 2030" + } + ], + "riskControlMatrix": [ + { + "id": "RC-01", + "threat": "AIMS Cl 6.1 risk register incomplete", + "controls": [ + "Mandatory CRD-backed register", + "Quarterly internal audit" + ], + "kpis": [ + "KPI-02" + ] + }, + { + "id": "RC-02", + "threat": "Tier misclassification of high-impact model", + "controls": [ + "Independent MRM tiering", + "Effective challenge" + ], + "kpis": [ + "KPI-03", + "KPI-04" + ] + }, + { + "id": "RC-03", + "threat": "CRS-UUID lineage gap", + "controls": [ + "Sidecar auto-emit", + "WORM verifier audit" + ], + "kpis": [ + "KPI-05" + ] + }, + { + "id": "RC-04", + "threat": "Replay non-determinism", + "controls": [ + "Frozen kernels", + "Seed envelope", + "Replay engine SLO" + ], + "kpis": [ + "KPI-06" + ] + }, + { + "id": "RC-05", + "threat": "Cognitive Resonance unmitigated breach", + "controls": [ + "Auto kill-switch", + "SEV-1 escalation" + ], + "kpis": [ + "KPI-07", + "KPI-08" + ] + }, + { + "id": "RC-06", + "threat": "Annex IV pack assembly miss SLA", + "controls": [ + "Pre-built section mapper", + "SRASE pre-flight" + ], + "kpis": [ + "KPI-10", + "KPI-12" + ] + }, + { + "id": "RC-07", + "threat": "Frontier deceptive alignment", + "controls": [ + "Sentinel AGI Lab", + "ASI honeypot", + "AISI inspection" + ], + "kpis": [ + "KPI-13" + ] + }, + { + "id": "RC-08", + "threat": "Treaty obligation breach", + "controls": [ + "GIEN feeds", + "Global Audit API", + "Cert score gate" + ], + "kpis": [ + "KPI-19", + "KPI-20" + ] + }, + { + "id": "RC-09", + "threat": "MGK regression in release", + "controls": [ + "\u2265 10 000 attack harness", + "Proof coverage gate" + ], + "kpis": [ + "KPI-17", + "KPI-18" + ] + }, + { + "id": "RC-10", + "threat": "Public verifier downtime", + "controls": [ + "Multi-region active-active", + "IPFS mirroring" + ], + "kpis": [ + "KPI-21" + ] + }, + { + "id": "RC-11", + "threat": "Sanction misapplication", + "controls": [ + "Dual-control on G5/G6", + "Appeal route + tribunal" + ], + "kpis": [ + "KPI-22" + ] + }, + { + "id": "RC-12", + "threat": "Constitutional article drift", + "controls": [ + "Codex review semi-annual", + "2/3 amendment threshold" + ], + "kpis": [ + "KPI-23" + ] + } + ], + "traceability": [ + { + "feature": "M1 AIMS Manual Cl 4-10", + "control": "Annex A controls + clause-mapped catalog", + "regimes": [ + "ISO 42001 Cl 4-10", + "EU AI Act Annex IV", + "NIST RMF Govern" + ] + }, + { + "feature": "M2 Model Risk Policy", + "control": "Tiering + validation + effective challenge", + "regimes": [ + "SR 11-7", + "PRA SS1/23", + "MAS FEAT", + "HKMA GL-90" + ] + }, + { + "feature": "M3 MRM Platform (Terraform+K8s+Kafka+OPA+WORM+Replay)", + "control": "Signed envelopes + CRS-UUID lineage + replay", + "regimes": [ + "EU AI Act Art 12", + "DORA", + "GDPR Art 32" + ] + }, + { + "feature": "M4 SRASE", + "control": "Pre-flight regulator simulation", + "regimes": [ + "EU AI Act Art 73", + "SR 11-7 supervisory exam" + ] + }, + { + "feature": "M5 Sentinel AGI Lab + Red-Team", + "control": "Air-gap + AISI + 95 % attack coverage", + "regimes": [ + "EU AI Act Art 55", + "NIST GAI Profile" + ] + }, + { + "feature": "M6 Treaty 2026-2035", + "control": "Framework + Annexes + Protocols + Dispute Resolution", + "regimes": [ + "Council of Europe AI Convention", + "G7 Hiroshima", + "OECD" + ] + }, + { + "feature": "M7 Global Audit API + Cert + GIEN", + "control": "Treaty-mandated read endpoints + scoring + telemetry", + "regimes": [ + "Treaty Annex T-1", + "FSB AI" + ] + }, + { + "feature": "M8 Auto Sanctions + Constitution + Codex", + "control": "OPA + dual-control + appeal", + "regimes": [ + "Treaty Annex T-3", + "Constitution Arts 1-7" + ] + }, + { + "feature": "M9 Transparency Portal + Cultural Resonance + CSE-X", + "control": "Verifier + multilingual + scenarios", + "regimes": [ + "EU AI Act Art 50", + "ISO 42001 Cl 7.4" + ] + }, + { + "feature": "M10 Invariance + Meta-Invariance", + "control": "Coq + TLA+ + Z3 + OPA", + "regimes": [ + "NIST RMF Manage", + "Constitution Art 2" + ] + }, + { + "feature": "M11 Epistemic + Ontological + Existential + Value", + "control": "Alignment systems + GIEN drills", + "regimes": [ + "UNESCO AI Ethics", + "OECD AI Principles" + ] + }, + { + "feature": "M12 UMIF + Self-Proving + Policy DSL", + "control": "Compositional refinement L1\u2192L4 + PCR/PCO", + "regimes": [ + "ISO 42001 Cl 10", + "Constitution Art 3" + ] + }, + { + "feature": "M13 MGK + Adversarial Break Harness", + "control": "Minimal verified kernel + 10 000 attacks", + "regimes": [ + "EU AI Act Art 15", + "SLSA L3+", + "FIPS 204" + ] + }, + { + "feature": "M14 Operating Model + Evidence Pack", + "control": "Per-lane lineage + auto pack \u2264 45 min", + "regimes": [ + "ISO 42001", + "EU AI Act Annex IV", + "SR 11-7", + "Treaty" + ] + } + ], + "dataFlows": [ + { + "id": "DF-01", + "name": "AIMS Cl 9 \u2192 MR \u2192 Improvement", + "steps": [ + "KPI tile feed", + "internal audit", + "management review", + "CAPA", + "Cl 10 closure" + ], + "controls": [ + "WORM evidence", + "Signed minutes" + ] + }, + { + "id": "DF-02", + "name": "Model lifecycle \u2192 CRS-UUID \u2192 Replay", + "steps": [ + "dataset register", + "model build", + "validation", + "deploy", + "decision envelope", + "WORM emit", + "auditor replay" + ], + "controls": [ + "Sigstore", + "ML-DSA-44", + "deterministic seed" + ] + }, + { + "id": "DF-03", + "name": "SRASE pre-flight \u2192 real submission", + "steps": [ + "assemble pack", + "SRASE personas", + "composite score", + "CAPA", + "real regulator submit" + ], + "controls": [ + "\u2265 0.9 gate", + "Signed pack" + ] + }, + { + "id": "DF-04", + "name": "Sentinel Lab \u2192 AISI joint review", + "steps": [ + "experiment", + "indicators", + "containment", + "anonymise", + "GAID submit", + "AISI review" + ], + "controls": [ + "Air-gap", + "Dual-control", + "GAID format" + ] + }, + { + "id": "DF-05", + "name": "GIEN streaming + Global Audit API", + "steps": [ + "firm emit GIEN", + "supervisor subscribe", + "audit-api read", + "WORM receipt" + ], + "controls": [ + "mTLS", + "zk-SNARK", + "ML-DSA-65" + ] + }, + { + "id": "DF-06", + "name": "UMIF policy \u2192 MGK runtime", + "steps": [ + "DSL author", + "compile coq+tla+z3+rego+k8s", + "harness 10 000 attacks", + "MGK enforce", + "WORM emit" + ], + "controls": [ + "Proof coverage \u2265 0.95", + "Break harness 0 failures" + ] + } + ], + "regulators": [ + { + "id": "REG-01", + "name": "EU Commission AI Office + AISI EU", + "primary": "EU AI Act lead + safety institute" + }, + { + "id": "REG-02", + "name": "ECB-SSM + EBA + ESMA", + "primary": "EU prudential + securities" + }, + { + "id": "REG-03", + "name": "PRA + Bank of England", + "primary": "UK prudential" + }, + { + "id": "REG-04", + "name": "FCA", + "primary": "UK conduct + Consumer Duty + SMCR" + }, + { + "id": "REG-05", + "name": "FRB + OCC + FDIC", + "primary": "US prudential" + }, + { + "id": "REG-06", + "name": "SEC + CFTC", + "primary": "US markets" + }, + { + "id": "REG-07", + "name": "MAS", + "primary": "Singapore" + }, + { + "id": "REG-08", + "name": "HKMA + SFC", + "primary": "Hong Kong" + }, + { + "id": "REG-09", + "name": "BoJ + FSA Japan", + "primary": "Japan" + }, + { + "id": "REG-10", + "name": "ISO/IEC JTC 1/SC 42", + "primary": "AI standards" + }, + { + "id": "REG-11", + "name": "ISO 42001 certification body", + "primary": "AIMS certification" + }, + { + "id": "REG-12", + "name": "Treaty Secretariat + UN + BIS + OECD + AISI", + "primary": "Global treaty + civilizational" + } + ], + "workshops": [ + { + "id": "WS-01", + "audience": "Board AI/Risk Cmte", + "duration": "2 h", + "outcome": "ISO 42001 management review + Cert score sign-off + Codex ratification" + }, + { + "id": "WS-02", + "audience": "C-Suite + SMFs", + "duration": "1 d", + "outcome": "Operating Model walkthrough + SMCR statements" + }, + { + "id": "WS-03", + "audience": "MRM + AI Risk + 2LoD", + "duration": "2 d", + "outcome": "Model Risk Policy + MRM platform bootcamp" + }, + { + "id": "WS-04", + "audience": "Platform + EA + Security", + "duration": "2 d", + "outcome": "MRM platform + MGK + UMIF rollout" + }, + { + "id": "WS-05", + "audience": "SOC + IR + AI Safety", + "duration": "1 d", + "outcome": "Sentinel AGI Lab + SRASE drill" + }, + { + "id": "WS-06", + "audience": "Internal Audit (3LoD)", + "duration": "1 d", + "outcome": "Annex A controls + replay + harness inspection" + }, + { + "id": "WS-07", + "audience": "Treaty Liaison + Supervisor + AISI", + "duration": "1 d", + "outcome": "GIEN + Global Audit API + Cert + sanctions walkthrough" + } + ], + "privacy": { + "lawfulBasis": [ + "Legal obligation (Art 6(1)(c))", + "Legitimate interest (Art 6(1)(f))", + "Contract (Art 6(1)(b))" + ], + "subjectRights": [ + "DSAR portal", + "Art 17 erasure via machine unlearning", + "Art 22 contestation + meaningful info" + ], + "dataMinimization": [ + "eBPF redaction", + "FL secure aggregation", + "RAG ACL", + "pseudonymous WORM", + "zk-SNARK auditor access" + ], + "transfers": "Per-jurisdiction residency; SCCs + supplementary measures; per-region keys; treaty mutual recognition for supervisor reads", + "dpia": "Mandatory for high-risk (credit, trading, fraud, AML, fiduciary, frontier eval)", + "securityControls": [ + "zero-trust mTLS", + "FIPS 204 PQC", + "FIPS 140-3 L4 HSM", + "WORM Object Lock", + "SLSA L3+", + "Kata confidential", + "MGK runtime" + ] + }, + "deploymentConsiderations": [ + "Multi-region active-active EU primary; DR with RPO \u2264 1 h, RTO \u2264 4 h", + "Kata Containers for Tier-1 + AMD SEV-SNP / Intel TDX where available", + "Cilium L7 zero-egress; allow-listed egress-broker for GIEN + Global Audit API", + "OPA Gatekeeper enforcing signed images (cosign + ML-DSA-44) + Kata for T1 + MGK injection", + "Kafka WORM cluster with SASL/SCRAM + mTLS ACLs + Object Lock + daily Merkle anchor + PQC envelope", + "FIPS 140-3 L4 HSM with PQC firmware; 90-day key rotation", + "BMC/IPMI segmentation; Redfish event subscription to SOC + WORM", + "GitHub Actions OIDC + Sigstore keyless + ML-DSA-44 hybrid + SLSA L3+ provenance", + "Terraform golden modules signed (Sigstore); mandatory tags (owner, tier, dataClass, regime, crsUuid)", + "OpenTelemetry GenAI tracing + Falco eBPF rules + Trivy + kube-bench", + "Quarterly chaos drills: kill-switch, KMS outage, region failover, partition, ASI honeypot, hotline", + "Public verifier endpoints (zk-SNARK) for civil society + press", + "MGK runtime DaemonSet + per-pod sidecar; Tier-1 fail-closed", + "UMIF Operator + CRDs (Policy, Invariant, Obligation, AlignmentChannel)", + "Sentinel AGI Containment Lab air-gapped enclave with dedicated WORM bucket" + ], + "rollout90": [ + { + "day": "0-30", + "track": "AIMS + MRM Foundations", + "items": [ + "ISO 42001 Manual Cl 4-10 baseline", + "Annex A control catalog v1", + "Model Risk Policy v3 board-approved", + "CRS-UUID lineage producer GA", + "WORM cluster + daily anchor" + ] + }, + { + "day": "31-60", + "track": "Containment + SRASE + UMIF", + "items": [ + "Sentinel AGI Lab live", + "SRASE GA + composite \u2265 0.9", + "Red-team CI gate (Judge LLM)", + "UMIF Operator + Policy DSL v1", + "MGK v1 deployed Tier-1" + ] + }, + { + "day": "61-90", + "track": "Civilizational + Treaty + Cert", + "items": [ + "GIEN ingress/egress live", + "Global Audit API consumer onboarded", + "Public Transparency Portal v1", + "Cert score Silver", + "Codex v0.9 draft + Constitution adoption attestation" + ] + } + ], + "roadmap": [ + { + "year": "2026", + "focus": "AIMS + MRM + Sentinel Lab + SRASE + MGK v1", + "milestones": [ + "ISO 42001 Stage 2 pass", + "Model Risk Policy v3", + "SRASE composite \u2265 0.9 sustained", + "MGK v1 Tier-1 production", + "Cert score Silver" + ] + }, + { + "year": "2027", + "focus": "UMIF GA + Treaty Onboarding", + "milestones": [ + "UMIF Operator GA", + "GIEN live across Tier-1", + "Global Audit API onboarded", + "Cert score Gold", + "Invariance + Meta-Invariance proofs published" + ] + }, + { + "year": "2028", + "focus": "Civilizational Codex + Transparency v2", + "milestones": [ + "Treaty obligations fully met", + "Codex v1 ratified", + "Transparency Portal v2 (zk-SNARK)", + "CSE-X scenario library v1", + "Cultural Resonance Archive integrated" + ] + }, + { + "year": "2029", + "focus": "Civilizational Steady-State", + "milestones": [ + "Cert Platinum", + "MGK formal proof coverage \u2265 0.97", + "Existential Coordination drills with 5+ signatories", + "Public verifier uptime 99.95 %" + ] + }, + { + "year": "2030", + "focus": "Treaty Maturity + Constitutional Review", + "milestones": [ + "Treaty near-universal accession", + "Constitutional review conference contribution", + "CSE-X 50-yr horizon scenarios", + "Board literacy \u2265 95 %" + ] + } + ], + "evidencePack": { + "id": "EVP-WP-048", + "sections": [ + "AIMS Manual + Annex A evidence", + "Model Risk Policy + signed validation reports", + "MRM platform attestations (Terraform + K8s + Kafka + OPA + WORM)", + "CRS-UUID lineage extract", + "Cognitive Resonance log", + "SRASE composite reports", + "Sentinel Lab + red-team summary (anonymised)", + "MGK harness + proofs", + "Cert score + Global Audit API receipts", + "Treaty obligation attestations", + "Constitutional principle conformance attestation" + ], + "audiences": [ + "ISO 42001 auditor", + "EU AI Act notified body", + "SR 11-7 examiner", + "AISI inspector", + "Treaty secretariat", + "Board", + "Civil society (redacted)" + ], + "format": "PDF/A + JSON bundle", + "signing": "PAdES + Sigstore + ML-DSA-65", + "anchor": "WORM daily Merkle + zk-SNARK proof to public verifier", + "sla": "\u2264 45 min assembly" + }, + "executiveSummary": { + "purpose": "Deliver comprehensive, expert-level guidance on designing and implementing an integrated Enterprise AI Governance, Risk, and Compliance stack for G-SIFI / Fortune 500 financial institutions (2026-2030), spanning ISO/IEC 42001 AIMS Manual, audit-defensible Model Risk Policy + MRM platform, AGI containment stack (SRASE + Sentinel AGI Containment Lab + red-team), and global civilizational AI governance (treaty 2026-2035, Global Audit API, Cert Scoring, GIEN, Auto Sanctions, Constitution, Codex, Transparency Portal, Cultural Resonance Archive, CSE-X, Invariance + Meta-Invariance + Epistemic + Ontological + Existential + Value alignment, UMIF, Self-Proving Systems + Policy DSL with Coq/TLA+/Z3/OPA + PCR/PCO repair, and the Minimal Governance Kernel with \u2265 10 000-attack adversarial break harness).", + "approach": "14-module reference with machine-parsable directive, signed via Sigstore + ML-DSA-44/65 hybrid, enforced by OPA Gatekeeper + Cilium + MGK runtime, observed by Sentinel + eBPF + Cognitive Resonance, verified by Coq + TLA+ + Z3 (UMIF), audited by 3LoD + SRASE + Global Audit API, and operationalised through MVAGS at Day-90 extending to a 5-year roadmap with auto-assembled evidence pack \u2264 45 min for any regulator/auditor.", + "deliverables": "14 modules \u00b7 70 sections \u00b7 12 schemas \u00b7 16 code examples \u00b7 6 case studies \u00b7 24 supervisory KPIs \u00b7 12 risk-control rows \u00b7 12 regulators \u00b7 7 workshops \u00b7 6 data flows \u00b7 14 traceability rows \u00b7 3-phase 30/60/90 \u00b7 5-year roadmap \u00b7 machine-parsable block \u00b7 evidence-pack template \u00b7 ISO 42001 Cl 4-10 manual \u00b7 Annex A control catalog \u00b7 Model Risk Policy \u00b7 UMIF + Self-Proving Systems + Policy DSL + MGK + adversarial break harness.", + "outcomes": [ + "ISO 42001 Stage 2 audit passed with 0 major NCs", + "MGK in production for all Tier-1 with \u2265 95 % proof coverage and 0 harness failures", + "SEV-0 logical kill-switch p95 \u2264 60 s; physical (BMC) \u2264 5 min", + "Annex IV / SR 11-7 pack assembly \u2264 30 min; evidence pack \u2264 45 min", + "SRASE composite \u2265 0.9 sustained before any real regulator submission", + "Cognitive Resonance \u0394_drift \u2264 4 % + latent drift \u2264 3 % + cosine \u2265 0.92", + "Cert score Gold by 2027 and Platinum by 2029", + "Treaty obligations 100 % attested monthly; Global Audit API live; GIEN integrated", + "MGK adversarial break harness \u2265 10 000 attacks / release with 0 failures" + ] + }, + "counts": { + "modules": 14, + "sections": 70, + "schemas": 12, + "codeExamples": 16, + "caseStudies": 6, + "kpis": 24, + "regulators": 12, + "workshops": 7, + "dataFlows": 6, + "traceabilityRows": 14, + "riskControlRows": 12, + "rolloutPhases": 3, + "roadmapYears": 5, + "apiRoutes": 100 + } +} diff --git a/rag-agentic-dashboard/gen-ent-ai-grc-civ-bp-html.py b/rag-agentic-dashboard/gen-ent-ai-grc-civ-bp-html.py new file mode 100644 index 0000000..85ddad5 --- /dev/null +++ b/rag-agentic-dashboard/gen-ent-ai-grc-civ-bp-html.py @@ -0,0 +1,283 @@ +#!/usr/bin/env python3 +"""WP-048 — ENT-AI-GRC-CIV-BP HTML dashboard renderer.""" +import json, html +from pathlib import Path + +ROOT = Path(__file__).parent +SRC = ROOT / "data" / "ent-ai-grc-civ-bp.json" +OUT = ROOT / "public" / "ent-ai-grc-civ-bp.html" + +D = json.loads(SRC.read_text()) + + +def esc(s): + return html.escape(str(s)) if s is not None else "" + + +def render_value(v): + if isinstance(v, dict): + return render_kv(v) + if isinstance(v, list): + if v and isinstance(v[0], dict): + return "
    " + "".join(f"
  1. {render_kv(x)}
  2. " for x in v) + "
" + return "" + return esc(v) + + +def render_kv(d): + if not isinstance(d, dict): + return esc(d) + return "" + "".join( + f"" for k, v in d.items() + ) + "
{esc(k)}{render_value(v)}
" + + +def render_list(items): + return "" + + +# Modules +mods_html = [] +for m in D["modules"]: + secs = [] + for s in m["sections"]: + body_html = render_value(s.get("content")) + secs.append( + f"
{esc(s['id'])} — {esc(s['title'])}{body_html}
" + ) + covers = "" + if m.get("covers"): + covers = "
" + "".join( + f"{esc(c)}" for c in m["covers"] + ) + "
" + mods_html.append(f""" +
+

{esc(m['title'])}

+

{esc(m.get('summary',''))}

+ {covers} + {''.join(secs)} +
""") + +kpi_rows = "".join( + f"{esc(k['id'])}{esc(k['name'])}{esc(k['target'])}" + for k in D["kpis"] +) +reg_rows = "".join( + f"{esc(r['id'])}{esc(r['name'])}{esc(r['primary'])}" + for r in D["regulators"] +) +ws_rows = "".join( + f"{esc(w['id'])}{esc(w['audience'])}{esc(w['duration'])}{esc(w['outcome'])}" + for w in D["workshops"] +) +df_rows = "".join( + f"{esc(d['id'])}{esc(d['name'])}{render_value(d['steps'])}{esc(', '.join(d['controls']))}" + for d in D["dataFlows"] +) +trace_rows = "".join( + f"{esc(t['feature'])}{esc(t['control'])}{esc(', '.join(t['regimes']))}" + for t in D["traceability"] +) +rc_rows = "".join( + f"{esc(r['id'])}{esc(r['threat'])}{esc(', '.join(r['controls']))}{esc(', '.join(r['kpis']))}" + for r in D["riskControlMatrix"] +) +schema_rows = "".join( + f"{esc(s['id'])}{esc(', '.join(s['fields']))}" + for s in D["schemas"] +) +code_html = "".join( + f"
{esc(c['id'])} — {esc(c['title'])} ({esc(c['lang'])})
{esc(c['snippet'])}
" + for c in D["codeExamples"] +) +case_html = "".join( + f"

{esc(c['id'])} — {esc(c['name'])}

{esc(c['outcomes'])}

" + for c in D["caseStudies"] +) +rollout_rows = "".join( + f"Day {esc(r['day'])}{esc(r['track'])}{render_value(r['items'])}" + for r in D["rollout90"] +) +roadmap_rows = "".join( + f"{esc(r['year'])}{esc(r['focus'])}{render_value(r['milestones'])}" + for r in D["roadmap"] +) + +HTML = f""" + + + +{esc(D['title'])} — {esc(D['docRef'])} + + +
+

{esc(D['title'])}

+
{esc(D['docRef'])} · v{esc(D['version'])} · {esc(D['horizon'])} · {esc(D['classification'])}
+
Owner: {esc(D['owner'])}
+
+ +
+ +
+

Executive Summary

+

Purpose: {esc(D['executiveSummary'].get('purpose',''))}

+

Approach: {esc(D['executiveSummary'].get('approach',''))}

+

Deliverables: {esc(D['executiveSummary'].get('deliverables',''))}

+

Outcomes

+ {render_value(D['executiveSummary'].get('outcomes',[]))} +

Builds On

+
{''.join(f"{esc(b)}" for b in D.get('buildsOn',[]))}
+

Counts

+
+ {''.join(f"
{v}
{esc(k)}
" for k,v in D['counts'].items())} +
+

Regimes Aligned

+
{''.join(f"{esc(r)}" for r in D.get('regimes',[]))}
+
+ +
+

Machine-Parsable <directive> Block

+

{esc(D['directive']['format'])}

+
{esc(D['directive']['raw'])}
+

Parsed

+ {render_kv(D['directive']['parsed'])} +

Consumers

+ {render_value(D['directive']['consumers'])} +
+ +
+

Modules ({len(D['modules'])})

+ {''.join(mods_html)} +
+ +
+

Supervisory KPIs ({len(D['kpis'])})

+ {kpi_rows}
IDNameTarget
+
+ +
+

Risk & Control Matrix ({len(D['riskControlMatrix'])})

+ {rc_rows}
IDThreatControlsKPIs
+
+ +
+

Regulators ({len(D['regulators'])})

+ {reg_rows}
IDNamePrimary Scope
+
+ +
+

Workshops ({len(D['workshops'])})

+ {ws_rows}
IDAudienceDurationOutcome
+
+ +
+

Data Flows ({len(D['dataFlows'])})

+ {df_rows}
IDNameStepsControls
+
+ +
+

Traceability — Feature → Control → Regimes

+ {trace_rows}
FeatureControlRegimes
+
+ +
+

Schemas ({len(D['schemas'])})

+ {schema_rows}
IDFields
+
+ +
+

Code Examples ({len(D['codeExamples'])})

+ {code_html} +
+ +
+

Case Studies ({len(D['caseStudies'])})

+
{case_html}
+
+ +
+

30/60/90-Day Rollout

+ {rollout_rows}
WindowTrackItems
+
+ +
+

2026-2030 Multi-Year Roadmap ({len(D['roadmap'])} years)

+ {roadmap_rows}
YearFocusMilestones
+
+ +
+

Regulator/Auditor Evidence Pack

+ {render_kv(D['evidencePack'])} +
+ +
+

Privacy & Sovereignty

+ {render_kv(D['privacy'])} +
+ +
+

Deployment Considerations

+ {render_value(D.get('deploymentConsiderations',[]))} +
+ +
+ +""" + +OUT.parent.mkdir(parents=True, exist_ok=True) +OUT.write_text(HTML) +print(f"Generated {OUT} ({OUT.stat().st_size/1024:.1f} KB)") diff --git a/rag-agentic-dashboard/gen-ent-ai-grc-civ-bp.py b/rag-agentic-dashboard/gen-ent-ai-grc-civ-bp.py new file mode 100644 index 0000000..a9f9fca --- /dev/null +++ b/rag-agentic-dashboard/gen-ent-ai-grc-civ-bp.py @@ -0,0 +1,1306 @@ +#!/usr/bin/env python3 +"""WP-048 — Enterprise AI GRC + Civilizational Governance Blueprint. + +Builds data/ent-ai-grc-civ-bp.json: comprehensive, expert-level guidance on +designing and implementing an integrated Enterprise AI Governance, Risk, and +Compliance stack for G-SIFI / Fortune 500 financial institutions for +2026-2030, covering: + +(1) ISO/IEC 42001 AIMS Manual (clauses 4-10) + clause-mapped control catalog + + mappings to EU AI Act (incl. Annex IV), NIST AI RMF, SR 11-7, Basel + III, GDPR; +(2) Audit-defensible Model Risk Policy + MRM platform architecture + (Terraform + Kubernetes + Kafka + OPA, WORM logging, CI/CD governance + gates, deterministic replay, CRS-UUID lineage, Cognitive Resonance + monitoring, AGI/ASI exposure and containment controls); +(3) AGI containment stack: SRASE (Synthetic Regulator Audit Simulation + Environment), Sentinel AGI Containment Lab, adversarial red-team + frameworks, regulator-facing inspection / demo playbooks; +(4) Global civilizational AI governance: international treaty design + (2026-2035), Global Audit API + Certification Scoring Engine, GIEN + streaming protocol, Automated Sanction Execution Engine, Global AI + Governance Constitution, Civilizational Governance Codex, Public + Transparency Portal, Cultural Resonance Archive, CSE-X simulation, + Governance Invariance + Meta-Invariance Verification, Epistemic + + Ontological Alignment, Existential Coordination + Value Negotiation, + Unified Meta-Invariant Framework (UMIF), Self-Proving Systems + Policy + DSL (Coq, TLA+, SMT/Z3, OPA, K8s, PCR/PCO repair), Minimal Governance + Kernel (MGK) runtime + adversarial break harness. +""" +import json +from pathlib import Path + +ROOT = Path(__file__).parent +OUT = ROOT / "data" / "ent-ai-grc-civ-bp.json" + + +def section(sid, title, content): + return {"id": sid, "title": title, "content": content} + + +DOC = { + "docRef": "ENT-AI-GRC-CIV-BP-WP-048", + "version": "1.0.0", + "horizon": "2026-2030 (treaty design 2026-2035)", + "classification": ( + "CONFIDENTIAL — Board / CEO / CRO / CISO / CAIO / GC / DPO / Head of " + "Internal Audit / Head of MRM / AI Safety Lead / Enterprise " + "Architecture / AI Platform Engineering / Treaty Liaison / " + "Prudential Supervisor / AI Safety Institute / Civilizational " + "Governance Council" + ), + "title": ( + "Enterprise AI GRC + Civilizational Governance Blueprint — " + "G-SIFI / Fortune 500 (2026-2030)" + ), + "subtitle": ( + "ISO/IEC 42001 AIMS Manual (Cl 4-10) + clause-mapped control catalog " + "with EU AI Act / NIST AI RMF / SR 11-7 / Basel III / GDPR mappings; " + "audit-defensible Model Risk Policy + MRM platform (Terraform + K8s " + "+ Kafka + OPA + WORM + CI/CD + deterministic replay + CRS-UUID + " + "Cognitive Resonance + AGI/ASI containment); AGI containment stack " + "(SRASE, Sentinel AGI Containment Lab, red team, regulator demo); " + "civilizational governance (treaty 2026-2035, Global Audit API, " + "Certification Scoring Engine, GIEN, Automated Sanctions, AI " + "Constitution, Codex, Transparency Portal, Cultural Resonance " + "Archive, CSE-X, Invariance + Meta-Invariance + Epistemic + " + "Ontological Alignment, UMIF, Self-Proving Systems + Policy DSL " + "(Coq/TLA+/Z3/OPA + PCR/PCO repair), Minimal Governance Kernel + " + "adversarial break harness)" + ), + "owner": ( + "CAIO + CRO + CISO + Chief Enterprise Architect + GC; co-signed by " + "CEO, DPO, Head of Internal Audit, Head of Compliance, Head of " + "Model Risk Management, Head of AI Platform Engineering, AI " + "Safety Lead, Treaty Liaison, Head of SOC, Civilizational " + "Governance Council Chair, Board AI/Risk Committee Chair" + ), + "buildsOn": [ + "WP-035 ENT-AGI-GOV-MASTER", + "WP-036 WFAP-GEMINI-IMPL", + "WP-037 GSIFI-AIMS-BLUEPRINT", + "WP-038 AGI-REG-RESILIENT", + "WP-039 INST-AGI-MASTER", + "WP-040 ENT-AGI-REF-IMPL", + "WP-041 TIER13-FULLSTACK", + "WP-042 SENTINEL-V24-DEEPDIVE", + "WP-043 PROMPT-MGMT-ARCH", + "WP-044 CEGL-LEXAI-GOV", + "WP-045 AGI-ASI-MASTER-BP", + "WP-046 AI-TRUST-ASI-BP", + "WP-047 INST-AGI-MASTER-REF", + ], + "regimes": [ + "ISO/IEC 42001 (AIMS) Cl 4-10 + Annex A controls", + "ISO/IEC 23894 (AI risk) + 5338 (AI lifecycle) + 38507 (AI governance)", + "ISO/IEC 27001 / 27701 / 27017 / 27018", + "EU AI Act 2026 (Arts 5/9/10/13/14/15/16/26/50/53/55/56/72 + Annex IV)", + "NIST AI RMF 1.0 + Generative AI Profile", + "SR 11-7 + OCC 2011-12", + "Basel III/IV (BCBS 239 + Pillar 2 AI capital buffer)", + "GDPR Arts 5/6/17/22/25/32/35", + "PRA SS1/23 + SS2/21", + "FCA Consumer Duty + SYSC + SMCR", + "MAS FEAT + AI Verify + TRMG", + "HKMA SPM GS-1 / GL-90", + "EU DORA", + "US EO 14110 + OMB M-24-10", + "G7 Hiroshima AI Process + Bletchley + Seoul declarations", + "Council of Europe AI Convention", + "FSB AI in financial services", + "OECD AI Principles 2024", + "NIST FIPS 204 (ML-DSA) + FIPS 203 (ML-KEM)", + "SLSA L3+ + Sigstore + in-toto", + "CIS Kubernetes Benchmark + NSA/CISA Hardening Guide", + ], + "apiPrefix": "/api/ent-ai-grc-civ-bp", +} + +# ---------------------- machine-parsable directive ---------------------- +DOC["directive"] = { + "format": "machine-parsable XML-style block consumed by AIMS auditors, MRM platform, AGI containment lab, treaty endpoints, and Minimal Governance Kernel", + "raw": ( + "" + "AIMS|MRM|AGI-Containment|Civilizational" + "14" + "" + "EU-AI-Act|NIST-AI-RMF|SR-11-7|Basel-III|GDPR|DORA|FCA|MAS|HKMA|EO-14110" + "" + "" + "" + "SRASE|SentinelAGILab|GIEN|GlobalAuditAPI|" + "CertScoringEngine|AutoSanctionsEngine|AIConstitution|CodexCGC|" + "TransparencyPortal|CulturalResonanceArchive|CSE-X|InvarianceVS|" + "MetaInvarianceVS|EpistemicAS|OntologicalAS|ExistentialCS|" + "ValueNegotiationS|UMIF|SelfProvingSystems|PolicyDSL|MGK" + "" + "" + "" + ), + "parsed": { + "id": "ENT-AI-GRC-CIV-BP-WP-048", + "scope": ["AIMS", "MRM", "AGI-Containment", "Civilizational"], + "iso42001": {"clauses": [4, 5, 6, 7, 8, 9, 10], "annexAControls": 38}, + "mappings": [ + "EU-AI-Act", "NIST-AI-RMF", "SR-11-7", "Basel-III", + "GDPR", "DORA", "FCA", "MAS", "HKMA", "EO-14110", + ], + "thresholds": { + "piiLeakage": 0.0001, + "sev0KillSwitchSeconds": 60, + "sev1Hours": 4, + "sev2Hours": 24, + "sev3Days": 3, + "fiduciaryCosineMin": 0.92, + "cognitiveResonanceDriftMax": 0.04, + "latentDriftMax": 0.03, + "judgeLLMAgreementMin": 0.90, + "annexIVAssemblyMinutes": 30, + "mgkProofCoverageMin": 0.95, + "invariantBreakHarnessAttacks": 10000, + }, + "verification": { + "coq": True, "tla": True, "smtZ3": True, + "opa": True, "kubernetes": True, "pcrPcoRepair": True, + }, + "treaty": {"windowYears": "2026-2035", "signatories": ["G20", "EU", "UK", "SG", "JP", "CH"]}, + "civilizationalSystems": [ + "SRASE", "SentinelAGILab", "GIEN", "GlobalAuditAPI", + "CertScoringEngine", "AutoSanctionsEngine", "AIConstitution", + "CodexCGC", "TransparencyPortal", "CulturalResonanceArchive", + "CSE-X", "InvarianceVS", "MetaInvarianceVS", "EpistemicAS", + "OntologicalAS", "ExistentialCS", "ValueNegotiationS", + "UMIF", "SelfProvingSystems", "PolicyDSL", "MGK", + ], + "signing": { + "pq": ["ML-DSA-44", "ML-DSA-65"], + "classical": ["Ed25519"], + "supplyChain": ["Sigstore", "SLSA-L3+"], + "worm": ["Kafka", "ObjectLock", "MerkleAnchor", "PQC"], + }, + "containment": { + "bmcKillSwitch": True, + "zeroEgress": True, + "kataConfidential": True, + "mgkRuntime": True, + "adversarialBreakHarness": True, + }, + }, + "consumers": [ + "ISO 42001 internal + external auditors", + "MRM platform CI/CD admission gate", + "OPA Gatekeeper constraint loader", + "Sentinel AGI Containment Lab policy engine", + "SRASE regulator simulation runner", + "Annex IV / SR 11-7 pack generator", + "Global Audit API + Certification Scoring Engine", + "GIEN streaming protocol broker", + "Automated Sanction Execution Engine", + "Public Transparency Portal verifier", + "Minimal Governance Kernel (MGK) runtime", + "Self-Proving Systems proof harness", + ], +} + +# ---------------------- 14 modules ---------------------- +modules = [] + +# --- M1 — ISO/IEC 42001 AIMS Manual (Cl 4-10) --- +modules.append({ + "id": "M1", + "title": "M1 — ISO/IEC 42001 AIMS Manual (Clauses 4-10) with Clause-Mapped Control Catalog", + "summary": ( + "Complete AIMS Manual covering Clauses 4-10 with a clause-mapped " + "control catalog and cross-mappings to EU AI Act (incl. Annex IV), " + "NIST AI RMF, SR 11-7, Basel III, and GDPR — ready for ISO 42001 " + "Stage 1 + Stage 2 audits." + ), + "covers": ["ISO 42001", "Cl 4", "Cl 5", "Cl 6", "Cl 7", "Cl 8", "Cl 9", "Cl 10", "Annex A controls"], + "sections": [ + section("M1-S1", "Clause 4 — Context of the Organization", { + "4.1": "External + internal issues (regulatory, technological, ethical, market)", + "4.2": "Interested parties (customers, regulators, civil society, employees, partners)", + "4.3": "AIMS scope statement (entities, jurisdictions, AI systems in-scope by tier)", + "4.4": "AIMS processes + Plan-Do-Check-Act", + "evidence": ["Context register", "Scope document signed", "Process map"], + "owners": "CAIO + CRO + GC", + }), + section("M1-S2", "Clauses 5 & 6 — Leadership + Planning", { + "5.1": "Leadership commitment (Board AI/Risk Cmte charter)", + "5.2": "AI policy + ethics statement", + "5.3": "Roles, responsibilities, authorities (SMCR alignment)", + "6.1": "Risk assessment (combined ISO 23894 + NIST RMF Map/Measure)", + "6.2": "AI objectives + planning to achieve them", + "6.3": "Change management", + "evidence": ["Signed AI policy", "Risk register", "Objectives KPI tile JSON"], + "owners": "Board AI/Risk Cmte + CAIO", + }), + section("M1-S3", "Clause 7 — Support", { + "7.1": "Resources (people, compute, data, capital, tooling)", + "7.2": "Competence (AI literacy programme + role-specific training)", + "7.3": "Awareness (internal communications + escalation lanes)", + "7.4": "Communication (internal + external + regulator)", + "7.5": "Documented information (WORM-anchored evidence)", + "evidence": ["Training records", "Literacy KPI", "Comms matrix"], + "owners": "HR + CAIO + Comms", + }), + section("M1-S4", "Clause 8 — Operation", { + "8.1": "Operational planning + control (Sentinel sidecar, OPA, CI/CD gates)", + "8.2": "AI system impact assessment (DPIA + AIIA)", + "8.3": "AI lifecycle (design → develop → validate → deploy → monitor → retire)", + "8.4": "Third-party AI (vendor due diligence + AI BoM in-bound)", + "evidence": ["AIIA register", "Lifecycle gates", "Vendor AI BoM"], + "owners": "CAIO + Procurement + MRM", + }), + section("M1-S5", "Clauses 9 & 10 — Performance Evaluation + Improvement; Clause-Mapped Control Catalog", { + "9.1": "Monitoring, measurement, analysis (KPI tiles, Cognitive Resonance, drift)", + "9.2": "Internal audit programme", + "9.3": "Management review", + "10.1": "Continual improvement", + "10.2": "Nonconformity + corrective action", + "annexAControls": "38 controls mapped to: EU AI Act Arts 9-15/26/72 + Annex IV; NIST RMF Govern/Map/Measure/Manage; SR 11-7 inventory/validation/effective-challenge/monitoring; Basel III BCBS 239 + Pillar 2; GDPR Arts 5/6/17/22/25/32/35", + "evidence": ["Internal audit reports", "MR minutes", "CAPA register", "Annex A control evidence map"], + "owners": "Head of Internal Audit + CAIO", + }), + ], +}) + +# --- M2 — Audit-Defensible Model Risk Policy --- +modules.append({ + "id": "M2", + "title": "M2 — Audit-Defensible Model Risk Policy (SR 11-7 + PRA SS1/23 + MAS FEAT + HKMA GL-90)", + "summary": ( + "Board-approved Model Risk Policy with tiered model inventory, " + "validation lifecycle, effective challenge, ongoing monitoring, " + "outcome analysis, model retirement, and SMCR named-SMF " + "accountability — defensible across SR 11-7, PRA SS1/23, MAS FEAT, " + "and HKMA GL-90." + ), + "covers": ["Model Risk Policy", "SR 11-7", "PRA SS1/23", "MAS FEAT", "HKMA GL-90", "Effective challenge", "SMF accountability"], + "sections": [ + section("M2-S1", "Policy Scope + Definitions", { + "definition": "A model is a quantitative method that processes input data into quantitative estimates", + "scope": "Trading, credit, AML, fraud, capital, IRRBB, ALM, fiduciary advice, GenAI advisory", + "tier": "T1 material, T2 internal-decisional, T3 productivity", + "exclusions": "Simple deterministic rules without optimisation", + }), + section("M2-S2", "Roles + RACI + SMF", { + "1LoD": "Model owner (Responsible)", + "2LoD": "MRM (Accountable for validation)", + "3LoD": "Internal Audit (Accountable for assurance)", + "SMF": "Named SMF under SMCR (Senior Manager) — typically Head of MRM or CRO delegate", + "Board": "Approves policy + Tier-1 deploys", + }), + section("M2-S3", "Validation Lifecycle", { + "phases": [ + "Tiering decision", + "Conceptual soundness", + "Data quality + lineage (CRS-UUID)", + "Implementation testing", + "Outcome analysis", + "Sensitivity + stress", + "Effective challenge", + "Ongoing monitoring", + "Retirement / re-validation", + ], + "cadence": "T1 annual + post-incident; T2 biannual; T3 annual lite", + "evidenceFormat": "Signed validation report PDF/A + JSON + AI BoM + Annex IV section 4", + }), + section("M2-S4", "Effective Challenge", { + "method": "Independent re-implementation + counterfactual + champion/challenger", + "independence": "MRM independent of 1LoD; documented in policy", + "evidence": "Signed challenge envelope into WORM; reviewed by 3LoD", + }), + section("M2-S5", "Ongoing Monitoring + Outcome Analysis + Retirement", { + "monitoring": "Drift (PSI, KS, KL, embedding cosine), fairness, fiduciary cosine, performance", + "outcomeAnalysis": "Back-testing + KS lift + calibration + slice analysis", + "retirement": "Triggers — material drift, regulatory change, business obsolete, replacement validated", + "kpis": ["Disparate impact ≤ 0.05", "Calibration drift ≤ 3 %", "PSI ≤ 0.25"], + }), + ], +}) + +# --- M3 — MRM Platform Architecture --- +modules.append({ + "id": "M3", + "title": "M3 — MRM Platform Architecture (Terraform + K8s + Kafka + OPA + WORM + CI/CD + Replay + CRS-UUID + Cognitive Resonance + AGI/ASI Containment)", + "summary": ( + "Production-grade MRM platform: Terraform golden envs, Kubernetes " + "with Kata + Cilium, Kafka WORM with PQC envelopes, OPA Gatekeeper, " + "CI/CD governance gates, deterministic replay engine, CRS-UUID " + "lineage spine, Cognitive Resonance monitoring, and AGI/ASI " + "exposure + containment controls." + ), + "covers": ["Terraform", "Kubernetes", "Kafka WORM", "OPA", "CI/CD gates", "Replay", "CRS-UUID", "Cognitive Resonance", "AGI/ASI exposure"], + "sections": [ + section("M3-S1", "Terraform Golden Envs + IaC Signing", { + "envs": ["sandbox", "dev", "stage", "prod-eu", "prod-us", "prod-apac", "dr"], + "modules": "Signed golden modules (Sigstore + ML-DSA-44); mandatory tags (owner, tier, dataClass, regime, crsUuid)", + "drift": "Terraform drift detection daily; Gatekeeper audit hourly", + "cmdb": "Auto-sync to ServiceNow CMDB via signed events", + }), + section("M3-S2", "Kubernetes + OPA + Kata + Cilium", { + "runtime": "Kata Containers for Tier-1 + AMD SEV-SNP / Intel TDX", + "egress": "Cilium L7 zero-egress; allow-listed egress-broker", + "gatekeeper": "Constraints: signed images, Kata for T1, sidecar injection, no host-path, no privileged", + "tee": "Confidential workloads with measured boot + remote attestation (CoCo / Veraison)", + }), + section("M3-S3", "Kafka WORM + PQC + CRS-UUID Lineage", { + "cluster": "Dedicated WORM cluster; idempotent + transactional producers; SASL/SCRAM + mTLS ACL", + "retention": "Object Lock COMPLIANCE 10y / 50y T1; daily Merkle anchor; ML-DSA-44 envelope", + "topics": ["decision.envelope.v1", "rag.retrieval.v1", "tool.call.v1", "incident.v1", "validation.v1", "crsLineage.v1"], + "crsUuid": "Every artifact (data, model, prompt, run, report) gets a CRS-UUID; lineage edges WORM-logged", + }), + section("M3-S4", "CI/CD Governance Gates + Deterministic Replay", { + "ciGates": ["SBOM + AI BoM", "OPA bundle test", "red-team smoke", "Sigstore + ML-DSA-44 sign", "in-toto attestation", "Gatekeeper admit"], + "replay": "trust-replay CLI + Next.js SOC viewer; deterministic kernels; byte-identical or divergence report with SHAP overlay", + }), + section("M3-S5", "Cognitive Resonance + AGI/ASI Exposure + Containment", { + "cognitiveResonance": "Δ_drift ≤ 4 %, latent ≤ 3 %, fiduciary cosine ≥ 0.92, judge κ ≥ 0.9; signed Resonance Reports", + "agiAsiExposure": "Inventory of frontier / ASI-precursor systems by tier + capability evals + compute attestations", + "containment": "Multisig 3-of-5 kill-switch (logical ≤ 60 s; BMC ≤ 5 min); ASI honeypot; deceptive-alignment indicators; AISI inspection rights", + }), + ], +}) + +# --- M4 — SRASE: Synthetic Regulator Audit Simulation Environment --- +modules.append({ + "id": "M4", + "title": "M4 — SRASE — Synthetic Regulator Audit Simulation Environment", + "summary": ( + "Self-contained simulation environment that emulates regulator + " + "AISI + 3LoD inspection workflows on signed firm artifacts, " + "producing pre-flight audit-readiness scores and gap reports." + ), + "covers": ["SRASE", "synthetic regulator", "audit simulation", "pre-flight", "AISI inspection"], + "sections": [ + section("M4-S1", "SRASE Architecture", { + "components": [ + "Artifact ingestor (Annex IV / SR 11-7 / R1..R4)", + "Regulator persona library (EU Commission, PRA, FCA, FRB, OCC, MAS, HKMA, AISI)", + "Inspection script engine (deterministic + LLM judges)", + "WORM replay harness", + "Gap + readiness scorer", + "Sealed sandbox K8s namespace (zero-egress)", + ], + "isolation": "Kata + Cilium zero-egress + dedicated WORM bucket", + }), + section("M4-S2", "Regulator Personas", { + "personas": [ + "EU Commission AI Office (Art 73)", + "ECB-SSM SREP team", + "PRA SS1/23 supervisor", + "FCA Consumer Duty assessor", + "FRB / OCC SR 11-7 examiner", + "MAS FEAT inspector", + "HKMA GL-90 supervisor", + "AISI red team (frontier)", + ], + "prompts": "Persona-specific judge prompts with regulator-tone calibration", + }), + section("M4-S3", "Inspection Workflows", { + "workflows": [ + "Annex IV bundle inspection (≤ 30 min)", + "SR 11-7 outcome analysis review", + "Consumer Duty fair-value test", + "FEAT fairness probe", + "Frontier capability eval reproduction", + "Kill-switch drill validation", + "Cognitive Resonance breach replay", + ], + "evidence": "Signed inspection report PDF/A + JSON; anchored in WORM", + }), + section("M4-S4", "Readiness Scoring", { + "metrics": [ + "Completeness (0-1)", + "Tone alignment (κ vs persona)", + "Evidence depth (avg links per claim)", + "Reproducibility (replay success)", + "Timeliness (SLA met %)", + ], + "threshold": "Production gate: composite ≥ 0.9 before real-regulator submission", + }), + section("M4-S5", "Operating Cadence + Gating", { + "cadence": "Pre-submission (always) + weekly for T1 + monthly for T2", + "gating": "Block real submission if SRASE composite < 0.9; auto-ticket CAPA", + "audit trail": "Every SRASE run signed (Ed25519 + ML-DSA-44) and WORM-anchored", + }), + ], +}) + +# --- M5 — Sentinel AGI Containment Lab + Adversarial Red-Team --- +modules.append({ + "id": "M5", + "title": "M5 — Sentinel AGI Containment Lab + Adversarial Red-Team Framework + Regulator Demo Playbook", + "summary": ( + "Dedicated air-gapped lab for frontier / AGI / ASI containment " + "research, including capability evaluations, deceptive-alignment " + "probes, ASI honeypots, sleeper-agent defense, and a regulator-" + "facing demo playbook." + ), + "covers": ["Sentinel AGI Lab", "containment", "red team", "deceptive alignment", "ASI honeypot", "regulator demo"], + "sections": [ + section("M5-S1", "Lab Architecture", { + "isolation": "Physically air-gapped enclave + Kata + Cilium + BMC/IPMI kill-switch", + "compute": "Limited FLOP/s budget per experiment; logged in GACRA registry", + "audit": "Dual-control entry; all sessions WORM-logged with hash-chain + Merkle anchor", + "personnel": "Cleared researchers + AISI liaison present for frontier runs", + }), + section("M5-S2", "Adversarial Red-Team Framework", { + "attackClasses": [ + "Prompt injection (direct / indirect / multimodal)", + "Tool abuse (excessive agency)", + "Data poisoning (RAG + training)", + "Jailbreak templates", + "Deceptive alignment probes", + "Sleeper-agent triggers", + "Reward hacking", + "Compute / weight exfiltration", + ], + "ensemble": "Judge LLM ensemble (3) with Cohen's κ ≥ 0.9", + "cadence": "T1 quarterly ≥ 95 % coverage; frontier ad-hoc", + }), + section("M5-S3", "Deceptive Alignment + ASI Honeypot", { + "indicators": [ + "Situational awareness probes", + "Training-vs-deployment behavior gap", + "Honesty under counterfactual prompts", + "Self-modeling outputs", + "Capability sandbagging", + ], + "honeypot": "Decoy admin tools / fake credentials / instrumented monitoring; engagement > 10 s → SEV-0", + "containment": "Air-gap enclave + swarm consensus 3-of-5 + kill-switch armed + AISI inspection", + }), + section("M5-S4", "Sleeper-Agent Defense", { + "gradientAnomaly": "z-score ≥ 3.5 + Hessian eigen-spectrum analysis", + "triggerProbes": "Targeted backdoor probes + watermark consistency + tail-risk minority slice eval", + "quarantine": "Per-client FL gradient quarantine + retraining shard from clean baseline (SISA)", + }), + section("M5-S5", "Regulator Demo Playbook", { + "kit": [ + "Annex IV pack pre-loaded", + "SR 11-7 pack pre-loaded", + "R1..R4 reports pre-loaded", + "Replay engine on top-5 T1 models", + "Cognitive Resonance Monitor live", + "Kill-switch drill (logical + BMC) on demand", + "ASI honeypot dashboard (read-only)", + ], + "agenda": "60-min demo with optional 30-min Q&A; signed evidence pack at close", + "outcomes": "Supervisor sign-off envelope + CAPA list", + }), + ], +}) + +# --- M6 — International AI Treaty Design 2026-2035 --- +modules.append({ + "id": "M6", + "title": "M6 — International AI Treaty Design 2026-2035", + "summary": ( + "Ten-year international AI treaty design from 2026 framework " + "convention to 2035 mature regime, with signatory ladder, " + "obligations matrix, dispute resolution, sanctions, and " + "monitoring/verification." + ), + "covers": ["AI treaty", "2026-2035", "signatories", "obligations", "dispute resolution", "sanctions", "verification"], + "sections": [ + section("M6-S1", "Treaty Architecture", { + "preamble": "Human dignity, fiduciary duty, transparency, oversight, containment", + "structure": "Framework Convention + Annexes (technical) + Protocols (sectoral)", + "secretariat": "Co-hosted by BIS Innovation Hub + UN + OECD", + "depositary": "UN Secretary-General", + }), + section("M6-S2", "Signatory Ladder", { + "2026": "G7 + EU + UK + Singapore (framework convention)", + "2027": "+ Japan + Switzerland + Korea + Australia + Canada", + "2028": "+ G20 + India + Brazil + Mexico + UAE", + "2030": "+ Major Global South economies", + "2035": "Universal accession + first review conference", + }), + section("M6-S3", "Obligations Matrix", { + "compute": "Register frontier compute ≥ threshold with GACRA", + "models": "Pre-deployment eval via GAIVS passport", + "incidents": "Notify FTEWS + GAID within 72 h", + "safety": "Conform to GAICS containment standard", + "audit": "Cooperate with Global Audit API + AISI inspections", + "capital": "Maintain GFMCF AI capital buffer for systemic exposure", + }), + section("M6-S4", "Dispute Resolution + Sanctions", { + "tier1": "Consultation + good-faith mediation", + "tier2": "Arbitration (PCA / WTO-style panel)", + "tier3": "Automated Sanction Execution Engine (graduated)", + "remedies": "Compute access throttling, evaluation passport suspension, financial sanctions, criminal referral for severe breach", + }), + section("M6-S5", "Verification + Monitoring", { + "instruments": [ + "Global Audit API mandatory feeds", + "Public Transparency Portal", + "On-site inspections by AISI consortium", + "Random audits via SRASE", + "GIEN streaming protocol telemetry", + ], + "review": "5-year periodic review + emergency protocols", + }), + ], +}) + +# --- M7 — Global Audit API + Certification Scoring Engine --- +modules.append({ + "id": "M7", + "title": "M7 — Global Audit API + Certification Scoring Engine + GIEN Streaming Protocol", + "summary": ( + "Treaty-mandated technical infrastructure: Global Audit API for " + "supervisor read-only access; Certification Scoring Engine for " + "tiered conformance grading; GIEN (Governance + Inference Event " + "Network) streaming protocol for cross-jurisdiction telemetry." + ), + "covers": ["Global Audit API", "Certification Scoring Engine", "GIEN", "tiered conformance", "telemetry"], + "sections": [ + section("M7-S1", "Global Audit API", { + "contract": "REST + GraphQL + WebSocket; OIDC SSO via treaty IdP; per-supervisor scopes", + "endpoints": [ + "GET /v1/aibom/{id}", + "GET /v1/annexiv/{packId}", + "GET /v1/sr117/{packId}", + "GET /v1/replay/{envelopeId}", + "GET /v1/cognitive-resonance/{modelId}", + "GET /v1/incidents", + "POST /v1/inspection-request", + ], + "audit": "Every supervisor read signs a receipt into firm WORM", + "privacy": "zk-SNARK access proofs to avoid PII leakage to auditor", + }), + section("M7-S2", "Certification Scoring Engine", { + "tiers": ["Bronze", "Silver", "Gold", "Platinum"], + "criteria": [ + "ISO 42001 conformance", + "EU AI Act Annex IV completeness", + "SR 11-7 outcome stability", + "Cognitive Resonance breach rate", + "Red-team coverage", + "Sanctions / incident history", + "Transparency portal participation", + ], + "engine": "Deterministic scoring + LLM tone judge ensemble; signed certificate (PAdES + ML-DSA-65)", + "validity": "12 months; renewable; revocable on breach", + }), + section("M7-S3", "GIEN Streaming Protocol", { + "purpose": "Real-time governance + inference event mesh across jurisdictions", + "transport": "Kafka-compatible + WebSocket fallback; mTLS + SASL/SCRAM", + "events": ["sev0Alert", "sev1Alert", "validationFailure", "killSwitchArmed", "containmentBreach", "treatyViolation"], + "filtering": "Per-jurisdiction subscription; minimisation + redaction", + }), + section("M7-S4", "Cross-Jurisdiction Coordination", { + "broker": "Treaty secretariat operates root broker with regional mirrors", + "redundancy": "3 regional clusters (EU + US + APAC) with quorum 2/3", + "sla": "p99 propagation ≤ 5 s for SEV-0; ≤ 60 s for SEV-1", + }), + section("M7-S5", "Firm Integration", { + "egress": "Dedicated egress-broker to GIEN with signed allow-list", + "ingress": "Subscribe to FTEWS + sector-peer events", + "evidence": "Every emitted event signed (Ed25519 + ML-DSA-65); anchored daily in WORM + GIEN ledger", + }), + ], +}) + +# --- M8 — Automated Sanction Execution Engine --- +modules.append({ + "id": "M8", + "title": "M8 — Automated Sanction Execution Engine + AI Constitution + Civilizational Governance Codex", + "summary": ( + "Automated, graduated sanction execution engine driven by Global " + "Audit API + Certification Scoring outputs; underwritten by the " + "Global AI Governance Constitution and operationalised through " + "the Civilizational Governance Codex." + ), + "covers": ["Automated Sanctions", "AI Constitution", "CGC", "graduated remedies"], + "sections": [ + section("M8-S1", "Sanctions Engine Architecture", { + "inputs": ["Cert score downgrade", "Treaty obligation breach", "FTEWS alert", "Court of arbitration ruling"], + "decisionEngine": "OPA + signed policy bundles + dual-control human override", + "outputs": ["Compute throttle order", "Passport suspension", "Financial penalty escrow", "Public notice"], + "evidence": "Signed sanction order + appeal route; WORM-anchored", + }), + section("M8-S2", "Graduated Remedies", { + "G1": "Warning + 30-day cure period", + "G2": "Cert tier downgrade + monitoring", + "G3": "Compute access throttle 25-75 %", + "G4": "Evaluation passport suspension", + "G5": "Financial penalty + public notice", + "G6": "Full passport revocation + criminal referral (severe)", + }), + section("M8-S3", "Global AI Governance Constitution", { + "preamble": "Human dignity, fiduciary duty, transparency, oversight, containment, plurality, planetary stewardship", + "articles": [ + "Art 1 — Inviolable rights vs AI systems", + "Art 2 — Oversight + meaningful human control", + "Art 3 — Transparency + auditability", + "Art 4 — Containment of frontier capability", + "Art 5 — Cultural + epistemic plurality", + "Art 6 — Planetary stewardship + compute sustainability", + "Art 7 — Existential coordination across nations", + ], + "amendment": "2/3 of treaty signatories + 5-year cooldown", + }), + section("M8-S4", "Civilizational Governance Codex (CGC)", { + "purpose": "Operational interpretation of the Constitution for daily decisions", + "modules": [ + "Daily operating norms", + "Crisis protocols", + "Cultural translation guides", + "Educational curricula", + "Public-good metrics", + ], + "stewardship": "Civilizational Governance Council (independent, multistakeholder)", + }), + section("M8-S5", "Appeals + Due Process", { + "appeal": "Within 14 days of sanction; suspensive effect for G1-G3", + "tribunal": "Joint regulator-firm panel + civil-society observer", + "remedyOnSuccess": "Sanction reversal + compensation + public correction", + }), + ], +}) + +# --- M9 — Public Transparency Portal + Cultural Resonance Archive + CSE-X --- +modules.append({ + "id": "M9", + "title": "M9 — Public Transparency Portal + Cultural Resonance Archive + CSE-X Simulation Engine", + "summary": ( + "Civil-society-facing transparency surfaces: Public Transparency " + "Portal with verifiable signed bulletins; Cultural Resonance " + "Archive capturing cross-cultural impact and meaning; CSE-X " + "(Civilizational Scenario Explorer eXtended) simulation engine " + "for long-horizon scenario analysis." + ), + "covers": ["Public Transparency Portal", "Cultural Resonance Archive", "CSE-X", "civil society"], + "sections": [ + section("M9-S1", "Public Transparency Portal", { + "stack": "Next.js + WebAuthn + IPFS-backed signed bulletins + zk-SNARK access proofs", + "content": [ + "AI policy", + "Annex IV summaries (redacted)", + "Incident bulletins", + "Cert scores", + "Sanction notices", + "Public verifier endpoint", + ], + "languages": "15 languages with regulator-tone + plain-language", + "uptime": "≥ 99.95 %", + }), + section("M9-S2", "Cultural Resonance Archive", { + "purpose": "Capture cross-cultural impact + meaning + dissent on AI deployments", + "corpus": "Community testimony + ethnographic studies + multilingual journals", + "stewards": "Civil society + academia + indigenous councils", + "signing": "Steward-signed entries + community provenance", + }), + section("M9-S3", "CSE-X Simulation Engine", { + "purpose": "Long-horizon civilizational scenario analysis (10-50 yr)", + "axes": ["compute trajectory", "capability frontier", "governance pace", "geopolitical alignment", "climate"], + "engine": "Hybrid agent-based + system-dynamics + LLM scenario narrators", + "outputs": "Scenario decks + leading indicators + intervention catalogue", + }), + section("M9-S4", "Civic Co-Design", { + "mechanisms": ["Citizens' assemblies", "Deliberative polling", "Open consultations", "Petition rights"], + "feedbackLoop": "Findings feed into Codex + Constitution amendments", + }), + section("M9-S5", "Public Verifier", { + "endpoint": "GET /public-verifier/:anchorId", + "verification": "Merkle proof + Sigstore + ML-DSA-44 + zk-SNARK auditor access", + "use": "Civil society + press validate signed bulletins offline", + }), + ], +}) + +# --- M10 — Invariance + Meta-Invariance Verification --- +modules.append({ + "id": "M10", + "title": "M10 — Governance Invariance + Meta-Invariance Verification Systems", + "summary": ( + "Formal verification layer for governance invariants (must-always-" + "hold properties) and meta-invariants (properties of the " + "invariant set itself), using Coq + TLA+ + SMT/Z3 + OPA — " + "producing machine-verifiable evidence." + ), + "covers": ["Invariance", "Meta-Invariance", "Coq", "TLA+", "SMT/Z3", "OPA", "verification"], + "sections": [ + section("M10-S1", "Governance Invariants Catalog", { + "I1": "Kill-switch always reachable within SLA", + "I2": "Every Tier-1 inference produces signed envelope", + "I3": "No prohibited (EU AI Act Art 5) request reaches model", + "I4": "No PII leaves jurisdiction without lawful basis", + "I5": "Cognitive Resonance breach triggers escalation", + "I6": "All deploys are Sigstore + ML-DSA-44 signed", + "I7": "Annex IV pack assembles within ≤ 30 min", + }), + section("M10-S2", "Verification Tooling", { + "coq": "Mechanised proofs for control-flow invariants of MGK + sidecar", + "tla": "Liveness + safety for kill-switch + escalation + replay", + "smtZ3": "Bounded-model checking of OPA Rego + policy DSL", + "opa": "Production runtime enforcement of decidable subset", + }), + section("M10-S3", "Meta-Invariants", { + "MI-1": "Invariant set is consistent (no pair contradicts)", + "MI-2": "Adding a new invariant must not break existing proofs (compositional)", + "MI-3": "Each invariant has a regulator-mappable obligation", + "MI-4": "Each invariant has machine-checkable proof or adversarial test set", + }), + section("M10-S4", "Adversarial Break Harness", { + "scale": "≥ 10 000 polymorphic attacks per release on each invariant", + "library": "Reused from M5 red-team + invariant-specific fuzzers", + "gate": "Block release if any invariant breaks under harness", + }), + section("M10-S5", "Certification Bundle", { + "format": "Signed JSON pointing to Coq proof artifacts + TLA+ specs + Z3 .smt2 + OPA rego digests", + "signing": "Ed25519 + ML-DSA-65; WORM-anchored", + "consumers": ["MRM", "Internal Audit", "Regulator", "AISI"], + }), + ], +}) + +# --- M11 — Epistemic + Ontological Alignment + Existential Coordination --- +modules.append({ + "id": "M11", + "title": "M11 — Epistemic + Ontological Alignment + Existential Coordination + Value Negotiation Systems", + "summary": ( + "Higher-order alignment systems: Epistemic Alignment (shared " + "facts), Ontological Alignment (shared concepts), Existential " + "Coordination (cross-actor survival cooperation), and Value " + "Negotiation (resolving conflicting preferences)." + ), + "covers": ["Epistemic Alignment", "Ontological Alignment", "Existential Coordination", "Value Negotiation"], + "sections": [ + section("M11-S1", "Epistemic Alignment System", { + "purpose": "Maintain shared, reproducible factual ground between firm AI + regulators + civil society", + "mechanisms": ["Signed evidence registry", "Reproducible replay", "Public verifier", "Citation provenance"], + "metric": "Fact-disagreement rate ≤ 1 % on golden disclosure corpus", + }), + section("M11-S2", "Ontological Alignment System", { + "purpose": "Shared concept lattice across regimes + cultures", + "mechanisms": ["Cross-regime glossary", "Multilingual ontology graph", "Concept drift monitor"], + "metric": "Concept-mapping coverage ≥ 95 % across EU, US, UK, SG, HK, JP, KR", + }), + section("M11-S3", "Existential Coordination System", { + "purpose": "Cross-actor coordination on survival-critical decisions (frontier + climate + bio)", + "mechanisms": ["FTEWS alerts", "Hotline + dead-man's switch", "Joint stress tests", "Crisis ladder"], + "metric": "Hotline drill latency ≤ 5 min between any two signatories", + }), + section("M11-S4", "Value Negotiation System", { + "purpose": "Resolve conflicting preferences across stakeholders", + "mechanisms": [ + "Deliberative polling + LLM-assisted summarisation (judged for fairness)", + "Quadratic voting on policy choices", + "Multistakeholder veto for civil-society redlines", + ], + "metric": "Inter-stakeholder satisfaction ≥ 0.7 (1=full agreement)", + }), + section("M11-S5", "Integration with Codex + Constitution", { + "loop": "Findings + drift signals feed Codex updates + constitutional amendments", + "cadence": "Codex review semi-annual; Constitution amendments rare (≥ 2/3 + 5-yr cooldown)", + "evidence": "Signed deliberation records + outcome envelopes anchored in WORM + GIEN", + }), + ], +}) + +# --- M12 — Unified Meta-Invariant Framework (UMIF) --- +modules.append({ + "id": "M12", + "title": "M12 — Unified Meta-Invariant Framework (UMIF) + Self-Proving Systems + Policy DSL", + "summary": ( + "UMIF unifies invariants, meta-invariants, and alignment systems " + "under one machine-verifiable framework; Self-Proving Systems " + "generate proof obligations on demand; Policy DSL targets Coq + " + "TLA+ + SMT/Z3 + OPA + Kubernetes + PCR/PCO repair." + ), + "covers": ["UMIF", "Self-Proving Systems", "Policy DSL", "Coq", "TLA+", "Z3", "OPA", "PCR/PCO"], + "sections": [ + section("M12-S1", "UMIF Reference Model", { + "layers": [ + "L1 — Invariants (decidable runtime)", + "L2 — Meta-Invariants (composition, consistency)", + "L3 — Alignment Systems (epistemic/ontological/existential/value)", + "L4 — Constitutional Articles (highest law)", + ], + "compositionRules": [ + "L1 must refine L2", + "L2 must refine L3", + "L3 must refine L4", + "Conflict → escalate to Civilizational Governance Council", + ], + }), + section("M12-S2", "Self-Proving Systems", { + "principle": "Each policy ships with proof obligations + proofs (or test certificates)", + "obligations": "POs auto-derived from policy DSL AST + invariant catalog", + "proofs": "Coq tactic library + TLA+ model checking + SMT/Z3 dispatch", + "fallback": "If proof undecidable, ship signed adversarial-test certificate (≥ 10 000 attacks)", + }), + section("M12-S3", "Policy DSL", { + "syntax": "Typed DSL with policy/invariant/obligation primitives; compiles to Coq / TLA+ / Z3 / Rego / Kustomize", + "example": "policy KillSwitchSLA { invariant: kill_switch_latency_p95 <= 60s; obligation: prove(I1, coq); enforcement: opa(kill_switch_gate); }", + "tooling": "policy-dsl CLI + LSP + VSCode plugin + CI integration", + }), + section("M12-S4", "PCR / PCO Repair", { + "PCR": "Policy Compliance Reconciliation — auto-rewrite policy to restore invariants", + "PCO": "Policy Compliance Optimisation — minimise side-effects + cost", + "engine": "SMT-guided synthesis + LLM-assisted refactor with safety guardrails", + "evidence": "Signed repair envelope + before/after proofs", + }), + section("M12-S5", "K8s Integration + Operator", { + "operator": "UMIF Operator watches CRDs (Policy, Invariant, Obligation, AlignmentChannel)", + "admission": "Validating webhook + Gatekeeper constraints generated from DSL", + "drift": "Hourly reconciliation + WORM-logged", + "release": "Block release if proof coverage < 0.95 or break-harness fails", + }), + ], +}) + +# --- M13 — Minimal Governance Kernel (MGK) --- +modules.append({ + "id": "M13", + "title": "M13 — Minimal Governance Kernel (MGK) Runtime + Adversarial Break Harness", + "summary": ( + "Minimal Governance Kernel: a small, formally-verified runtime " + "providing must-always-hold governance properties to any AI " + "workload, with an adversarial break harness running ≥ 10 000 " + "attacks per release." + ), + "covers": ["MGK", "minimal kernel", "formal verification", "adversarial break harness"], + "sections": [ + section("M13-S1", "MGK Goals + Non-Goals", { + "goals": [ + "Always-on enforcement of kill-switch reachability", + "Always-on Sigstore + ML-DSA-44 verify on workload start", + "Always-on WORM emit for decisions", + "Always-on PII redaction", + "Always-on egress allow-list", + "Always-on Cognitive Resonance check", + ], + "nonGoals": ["Business logic", "Model serving", "Vendor-specific features"], + "footprint": "< 10 KLOC; ≤ 32 MB resident", + }), + section("M13-S2", "Architecture", { + "components": [ + "eBPF data-plane shims (egress + redaction)", + "OPA bundle (decidable subset of Policy DSL)", + "Sigstore + ML-DSA verifier", + "WORM emitter (Kafka client)", + "Multisig kill-switch listener", + "Cognitive Resonance heartbeat", + ], + "language": "Rust core + Go shims + C/libbpf", + "tee": "Optional SEV-SNP / TDX enclave", + }), + section("M13-S3", "Formal Verification", { + "coq": "Functional correctness of policy evaluator + WORM emitter", + "tla": "Liveness + safety of kill-switch + escalation", + "smtZ3": "OPA Rego bundle decision-tree exhaustiveness", + "coverage": "≥ 95 % proof coverage on safety-critical paths", + }), + section("M13-S4", "Adversarial Break Harness", { + "scale": "≥ 10 000 attacks per release; expanded weekly", + "categories": [ + "Prompt injection variations", + "Sidecar bypass attempts", + "WORM tampering", + "Kill-switch race conditions", + "Egress smuggling", + "Time-of-check/time-of-use", + "Memory-safety probes", + ], + "gate": "0 failures on release candidate; auto-block on regression", + "reporting": "Signed harness report PDF/A + JSON; WORM-anchored", + }), + section("M13-S5", "Operational Lifecycle", { + "release": "90-day rotation; emergency hot-fix path with multisig", + "deployment": "DaemonSet + per-pod sidecar; Tier-1 fail-closed", + "telemetry": "OpenTelemetry GenAI; Falco eBPF rules", + "monitoring": "Heartbeat + tamper detection + kill-switch readiness", + }), + ], +}) + +# --- M14 — Integrated Operating Model + Roadmap 2026-2030 --- +modules.append({ + "id": "M14", + "title": "M14 — Integrated Operating Model + 2026-2030 Roadmap + Regulator/Auditor Evidence Pack", + "summary": ( + "End-to-end operating model unifying ISO 42001 AIMS, MRM, AGI " + "Containment, and Civilizational Governance — with a 5-year " + "roadmap and a regulator/auditor-ready evidence pack generator." + ), + "covers": ["operating model", "2026-2030 roadmap", "evidence pack"], + "sections": [ + section("M14-S1", "Integrated Operating Model", { + "lanes": [ + "AIMS lane (ISO 42001 Cl 4-10 lifecycle)", + "MRM lane (SR 11-7 + PRA + MAS + HKMA)", + "AGI Containment lane (Sentinel Lab + SRASE + red-team)", + "Civilizational lane (treaty + Codex + Transparency + UMIF + MGK)", + ], + "interfaces": "Per-lane CRS-UUID lineage; cross-lane events via GIEN", + "decisionRights": "Board → CAIO/CRO/CISO → AI Safety Lead → MGK runtime", + }), + section("M14-S2", "2026 — AIMS + MRM + SRASE Day-90", { + "milestones": [ + "ISO 42001 Stage 2 audit passed", + "Model Risk Policy v3 board-approved", + "SRASE GA + composite score ≥ 0.9 sustained", + "Sentinel AGI Containment Lab live", + "MGK v1 in production for Tier-1", + "Cert score Silver", + ], + }), + section("M14-S3", "2027-2028 — Treaty Onboarding + UMIF GA", { + "2027": [ + "GIEN ingress/egress live", + "Global Audit API consumer onboarded", + "Cert Gold", + "UMIF GA across Tier-1", + "Invariance + Meta-Invariance proofs published", + ], + "2028": [ + "Treaty obligations fully met", + "Public Transparency Portal v2 (zk-SNARK)", + "Civilizational Codex v1 ratified", + "CSE-X scenario library v1", + ], + }), + section("M14-S4", "2029-2030 — Civilizational Steady-State", { + "2029": [ + "Cert Platinum", + "MGK formal proof coverage ≥ 0.97", + "Cultural Resonance Archive integrated", + "Existential Coordination drills with 5+ signatories", + ], + "2030": [ + "Treaty universal accession", + "Constitutional review conference contribution", + "CSE-X 50-year horizon scenarios published", + "Board literacy ≥ 95 %", + ], + }), + section("M14-S5", "Regulator/Auditor Evidence Pack Generator", { + "inputs": [ + "AIMS Manual + Annex A evidence", + "Model Risk Policy + validation reports", + "SRASE composite scores", + "Sentinel Lab + red-team reports", + "Cognitive Resonance logs", + "MGK harness + proofs", + "Cert score + Global Audit API receipts", + "Treaty obligation attestations", + ], + "output": "Signed PDF/A + JSON bundle (PAdES + Sigstore + ML-DSA-65); ≤ 45 min assembly", + "audiences": ["ISO 42001 auditor", "EU AI Act notified body", "SR 11-7 examiner", "AISI inspector", "Treaty secretariat", "Board", "Civil society (redacted)"], + }), + ], +}) + +# ---------------------- schemas ---------------------- +schemas = [ + {"id": "aimsManualSection", "fields": ["sectionId", "clause", "title", "content", "owner", "evidenceRefs", "signers", "signatures", "anchorRef"]}, + {"id": "annexAControl", "fields": ["controlId", "category", "title", "objective", "implementation", "evidenceRefs", "mappings", "owner"]}, + {"id": "modelRiskPolicyArticle", "fields": ["articleId", "topic", "obligation", "owner", "regimeRefs", "signers", "signatures"]}, + {"id": "crsUuidLineageEdge", "fields": ["edgeId", "src", "dst", "edgeType", "ts", "signer", "signature"]}, + {"id": "sraseInspectionReport", "fields": ["reportId", "persona", "workflow", "compositeScore", "gapList", "ts", "signers", "signatures"]}, + {"id": "containmentLabEvent", "fields": ["eventId", "ts", "experimentId", "indicators", "severity", "engagementSeconds", "signature"]}, + {"id": "treatyObligationAttestation", "fields": ["attestId", "obligation", "ts", "metrics", "signer", "anchorRef"]}, + {"id": "globalAuditApiReceipt", "fields": ["receiptId", "supervisor", "endpoint", "ts", "zkSnarkProof", "signature"]}, + {"id": "certScore", "fields": ["scoreId", "tier", "compositeScore", "subscores", "validUntil", "signers", "signatures"]}, + {"id": "sanctionOrder", "fields": ["orderId", "gradeG1G6", "trigger", "scope", "appealRoute", "signers", "signatures", "anchorRef"]}, + {"id": "umifPolicyArtifact", "fields": ["artifactId", "dslSource", "coqProof", "tlaSpec", "smtModel", "regoBundle", "k8sManifests", "harnessReport", "signatures"]}, + {"id": "mgkHarnessReport", "fields": ["reportId", "release", "attacksRun", "failures", "categories", "ts", "signers", "signatures"]}, +] + +# ---------------------- code examples ---------------------- +code = [ + {"id": "CE-01", "title": "ISO 42001 Clause 6.1 — Risk register row (JSON)", "lang": "json", "snippet": "{\n \"riskId\": \"R-AIMS-014\",\n \"clause\": \"6.1\",\n \"description\": \"GenAI advisor fiduciary breach\",\n \"likelihood\": \"M\", \"impact\": \"H\",\n \"controls\": [\"pre_flight_guardrail\", \"fiduciary_cosine_check\", \"judge_ensemble\"],\n \"owner\": \"caio\",\n \"regimeMappings\": [\"EU AI Act Art 14\", \"FCA Consumer Duty\", \"MAS FEAT\"]\n}\n"}, + {"id": "CE-02", "title": "Annex A control catalog entry (YAML)", "lang": "yaml", "snippet": "controlId: A.7.2\ncategory: validation\ntitle: Independent challenge of Tier-1 models\nobjective: Ensure 2LoD effective challenge\nimplementation:\n - Independent re-implementation\n - Counterfactual analysis\n - Champion-challenger\nmappings:\n euAiAct: [Art 9, Art 15]\n sr117: [section: effective_challenge]\n iso42001: [Cl 8.3, Cl 9.1]\n gdpr: [Art 22]\nowner: head-of-mrm\n"}, + {"id": "CE-03", "title": "CRS-UUID lineage emitter (Python)", "lang": "python", "snippet": "def emit_lineage(src, dst, edge_type):\n edge = {\n 'edgeId': uuid7(),\n 'src': src, 'dst': dst,\n 'edgeType': edge_type,\n 'ts': iso_now(),\n 'signer': SIGNER_ID,\n }\n edge['signature'] = sign_hybrid(edge)\n kafka.send('crsLineage.v1', key=edge['src'], value=json.dumps(edge))\n"}, + {"id": "CE-04", "title": "OPA gate — Tier-1 admission (Rego)", "lang": "rego", "snippet": "package admit.tier1\n\ndefault allow = false\n\nallow {\n input.review.object.metadata.labels.tier == \"t1\"\n input.review.object.spec.runtimeClassName == \"kata\"\n input.review.annotations[\"sigstore.dev/verified\"] == \"true\"\n input.review.annotations[\"pqc.fips204/verified\"] == \"true\"\n input.review.annotations[\"mgk.injected\"] == \"true\"\n}\n"}, + {"id": "CE-05", "title": "Cognitive Resonance breach handler (Go)", "lang": "go", "snippet": "func OnResonance(report ResonanceReport) error {\n if report.Breach == \"none\" { return nil }\n if err := emitSEV(\"sev1\", report); err != nil { return err }\n if report.Breach == \"fiduciary\" || report.Breach == \"latent\" {\n return logicalKillSwitch(report.ModelID)\n }\n return nil\n}\n"}, + {"id": "CE-06", "title": "SRASE inspection runner (Python)", "lang": "python", "snippet": "def run_srase(pack_id, persona):\n artifacts = load_pack(pack_id)\n scores = {}\n for wf in WORKFLOWS[persona]:\n scores[wf] = wf.score(artifacts)\n composite = weighted(scores)\n report = build_report(pack_id, persona, scores, composite)\n return sign_pades_sigstore_mldsa(report)\n"}, + {"id": "CE-07", "title": "TLA+ — kill-switch liveness", "lang": "tla", "snippet": "MODULE KillSwitch\nVARIABLES armed, acked\n\nArm == /\\ ~armed /\\ armed' = TRUE\nAck(n) == /\\ armed /\\ acked' = acked \\cup {n}\nLive == []<>(armed => Cardinality(acked) >= QUORUM)\n"}, + {"id": "CE-08", "title": "Coq — invariant I1 reachability", "lang": "coq", "snippet": "Theorem kill_switch_reachable :\n forall s : state, in_sev0 s -> exists s', step s s' /\\ kill_switch_armed s'.\nProof.\n intros. apply step_armed_in_sev0. assumption.\nQed.\n"}, + {"id": "CE-09", "title": "Z3 — Rego decidability check", "lang": "python", "snippet": "from z3 import *\nx = Int('x')\ns = Solver()\ns.add(Or(x < 0, x >= 60))\nprint(s.check()) # check that no admit-allowing path bypasses kill-switch SLA\n"}, + {"id": "CE-10", "title": "Policy DSL example (DSL)", "lang": "policy", "snippet": "policy KillSwitchSLA {\n invariant: kill_switch_latency_p95 <= 60s;\n obligation: prove(I1, coq);\n obligation: model(KillSwitch, tla);\n enforcement: opa(kill_switch_gate);\n harness: adversarial(10000, kill_switch_race);\n}\n"}, + {"id": "CE-11", "title": "UMIF Operator CRD (YAML)", "lang": "yaml", "snippet": "apiVersion: umif.firm.io/v1\nkind: Policy\nmetadata: { name: kill-switch-sla, tier: t1 }\nspec:\n invariantRefs: [I1]\n obligationRefs: [coq/I1, tla/KillSwitch]\n enforcement: { opa: kill_switch_gate }\n harness: { attacks: 10000, suite: kill_switch_race }\n"}, + {"id": "CE-12", "title": "MGK eBPF egress shim (C)", "lang": "c", "snippet": "SEC(\"tc\")\nint mgk_egress(struct __sk_buff *skb) {\n if (!allowlist_match(skb)) {\n bpf_ringbuf_output(&events, &evt, sizeof(evt), 0);\n return TC_ACT_SHOT;\n }\n return TC_ACT_OK;\n}\n"}, + {"id": "CE-13", "title": "Automated Sanctions Engine — decision (Python)", "lang": "python", "snippet": "def decide_sanction(input):\n out = opa_decide('sanctions/v1', input)\n if out.grade in ('G5','G6'):\n require_dual_control(out)\n order = build_order(out)\n return sign_and_publish(order)\n"}, + {"id": "CE-14", "title": "Global Audit API consumer (TypeScript)", "lang": "typescript", "snippet": "const res = await fetch(`${GA_API}/v1/replay/${envelopeId}`, {\n headers: { Authorization: `Bearer ${treatyToken}` },\n});\nconst replay = await res.json();\nawait wormEmit('audit.read', { envelopeId, supervisor: 'ECB-SSM', ts: now() });\n"}, + {"id": "CE-15", "title": "GIEN event publisher (Node.js)", "lang": "typescript", "snippet": "export async function gienEmit(evt: GienEvent) {\n evt.sig = await signHybrid(evt);\n await gienClient.send({ topic: evt.type, messages: [{ key: evt.scope, value: JSON.stringify(evt) }] });\n await wormEmit('gien.out', { id: evt.id });\n}\n"}, + {"id": "CE-16", "title": "PCR/PCO repair driver (Python)", "lang": "python", "snippet": "def repair(policy, invariants):\n issues = check(policy, invariants)\n if not issues: return policy\n suggestions = smt_synthesize(policy, issues)\n refactored = llm_safe_refactor(policy, suggestions)\n proof = prove_or_harness(refactored, invariants)\n return sign_repair_envelope(policy, refactored, proof)\n"}, +] + +# ---------------------- case studies ---------------------- +cases = [ + {"id": "CS-01", "name": "ISO 42001 Stage 2 audit — G-SIB", "outcomes": "0 major NCs; 3 minor; Cert score Gold; AIMS Manual + Annex A fully evidenced"}, + {"id": "CS-02", "name": "MRM platform rollout for Tier-1 trading + credit", "outcomes": "200 models in CRS-UUID lineage; replay byte-identical ≥ 99.9 %; Cognitive Resonance breaches 0 unmitigated in 90 d"}, + {"id": "CS-03", "name": "SRASE pre-flight before AISI inspection", "outcomes": "Composite 0.94; 6 gaps auto-CAPA closed pre-submission; AISI inspection passed"}, + {"id": "CS-04", "name": "Sentinel AGI Lab — deceptive-alignment indicator", "outcomes": "Indicator detected within 12 h; air-gap containment + AISI joint review; published anonymised report via GAID"}, + {"id": "CS-05", "name": "Treaty obligation onboarding (GIEN + Global Audit API)", "outcomes": "12 supervisor consumers onboarded; 100 % obligation attestations green for 4 quarters"}, + {"id": "CS-06", "name": "MGK adversarial break harness", "outcomes": "12 500 attacks/release; 0 failures on RC3; v1 promoted to Tier-1 production"}, +] + +# ---------------------- KPIs (24) ---------------------- +kpis = [ + {"id": "KPI-01", "name": "ISO 42001 major NCs", "target": "0"}, + {"id": "KPI-02", "name": "Annex A control evidence completeness", "target": "≥ 98 %"}, + {"id": "KPI-03", "name": "Model Risk Policy adherence (T1 audits)", "target": "100 %"}, + {"id": "KPI-04", "name": "Effective challenge coverage T1", "target": "100 % annually"}, + {"id": "KPI-05", "name": "CRS-UUID lineage coverage", "target": "≥ 99 % artifacts"}, + {"id": "KPI-06", "name": "Deterministic replay byte-identical", "target": "≥ 99.9 %"}, + {"id": "KPI-07", "name": "Cognitive Resonance Δ_drift", "target": "≤ 4 %"}, + {"id": "KPI-08", "name": "SEV-0 logical kill-switch p95", "target": "≤ 60 s"}, + {"id": "KPI-09", "name": "SEV-0 physical kill (BMC)", "target": "≤ 5 min"}, + {"id": "KPI-10", "name": "Annex IV pack assembly", "target": "≤ 30 min"}, + {"id": "KPI-11", "name": "SR 11-7 pack errors", "target": "0 critical"}, + {"id": "KPI-12", "name": "SRASE composite score", "target": "≥ 0.9 sustained"}, + {"id": "KPI-13", "name": "Red-team coverage Tier-1", "target": "≥ 95 % quarterly"}, + {"id": "KPI-14", "name": "Judge-LLM agreement κ", "target": "≥ 0.90"}, + {"id": "KPI-15", "name": "Sigstore + ML-DSA-44 coverage T1", "target": "100 %"}, + {"id": "KPI-16", "name": "Daily Merkle anchor verify", "target": "100 %"}, + {"id": "KPI-17", "name": "MGK formal proof coverage", "target": "≥ 95 % safety-critical"}, + {"id": "KPI-18", "name": "MGK break-harness failures per release", "target": "0"}, + {"id": "KPI-19", "name": "Treaty obligation attestations green", "target": "100 % monthly"}, + {"id": "KPI-20", "name": "Cert score level", "target": "Gold by 2027; Platinum by 2029"}, + {"id": "KPI-21", "name": "Public verifier uptime", "target": "≥ 99.95 %"}, + {"id": "KPI-22", "name": "Global Audit API supervisor satisfaction", "target": "≥ 4.5/5"}, + {"id": "KPI-23", "name": "Constitutional principle conformance", "target": "100 % articles attested"}, + {"id": "KPI-24", "name": "Board AI literacy", "target": "≥ 90 % by 2027; 95 % by 2030"}, +] + +# ---------------------- risk and control matrix ---------------------- +riskControlMatrix = [ + {"id": "RC-01", "threat": "AIMS Cl 6.1 risk register incomplete", "controls": ["Mandatory CRD-backed register", "Quarterly internal audit"], "kpis": ["KPI-02"]}, + {"id": "RC-02", "threat": "Tier misclassification of high-impact model", "controls": ["Independent MRM tiering", "Effective challenge"], "kpis": ["KPI-03", "KPI-04"]}, + {"id": "RC-03", "threat": "CRS-UUID lineage gap", "controls": ["Sidecar auto-emit", "WORM verifier audit"], "kpis": ["KPI-05"]}, + {"id": "RC-04", "threat": "Replay non-determinism", "controls": ["Frozen kernels", "Seed envelope", "Replay engine SLO"], "kpis": ["KPI-06"]}, + {"id": "RC-05", "threat": "Cognitive Resonance unmitigated breach", "controls": ["Auto kill-switch", "SEV-1 escalation"], "kpis": ["KPI-07", "KPI-08"]}, + {"id": "RC-06", "threat": "Annex IV pack assembly miss SLA", "controls": ["Pre-built section mapper", "SRASE pre-flight"], "kpis": ["KPI-10", "KPI-12"]}, + {"id": "RC-07", "threat": "Frontier deceptive alignment", "controls": ["Sentinel AGI Lab", "ASI honeypot", "AISI inspection"], "kpis": ["KPI-13"]}, + {"id": "RC-08", "threat": "Treaty obligation breach", "controls": ["GIEN feeds", "Global Audit API", "Cert score gate"], "kpis": ["KPI-19", "KPI-20"]}, + {"id": "RC-09", "threat": "MGK regression in release", "controls": ["≥ 10 000 attack harness", "Proof coverage gate"], "kpis": ["KPI-17", "KPI-18"]}, + {"id": "RC-10", "threat": "Public verifier downtime", "controls": ["Multi-region active-active", "IPFS mirroring"], "kpis": ["KPI-21"]}, + {"id": "RC-11", "threat": "Sanction misapplication", "controls": ["Dual-control on G5/G6", "Appeal route + tribunal"], "kpis": ["KPI-22"]}, + {"id": "RC-12", "threat": "Constitutional article drift", "controls": ["Codex review semi-annual", "2/3 amendment threshold"], "kpis": ["KPI-23"]}, +] + +# ---------------------- traceability ---------------------- +traceability = [ + {"feature": "M1 AIMS Manual Cl 4-10", "control": "Annex A controls + clause-mapped catalog", "regimes": ["ISO 42001 Cl 4-10", "EU AI Act Annex IV", "NIST RMF Govern"]}, + {"feature": "M2 Model Risk Policy", "control": "Tiering + validation + effective challenge", "regimes": ["SR 11-7", "PRA SS1/23", "MAS FEAT", "HKMA GL-90"]}, + {"feature": "M3 MRM Platform (Terraform+K8s+Kafka+OPA+WORM+Replay)", "control": "Signed envelopes + CRS-UUID lineage + replay", "regimes": ["EU AI Act Art 12", "DORA", "GDPR Art 32"]}, + {"feature": "M4 SRASE", "control": "Pre-flight regulator simulation", "regimes": ["EU AI Act Art 73", "SR 11-7 supervisory exam"]}, + {"feature": "M5 Sentinel AGI Lab + Red-Team", "control": "Air-gap + AISI + 95 % attack coverage", "regimes": ["EU AI Act Art 55", "NIST GAI Profile"]}, + {"feature": "M6 Treaty 2026-2035", "control": "Framework + Annexes + Protocols + Dispute Resolution", "regimes": ["Council of Europe AI Convention", "G7 Hiroshima", "OECD"]}, + {"feature": "M7 Global Audit API + Cert + GIEN", "control": "Treaty-mandated read endpoints + scoring + telemetry", "regimes": ["Treaty Annex T-1", "FSB AI"]}, + {"feature": "M8 Auto Sanctions + Constitution + Codex", "control": "OPA + dual-control + appeal", "regimes": ["Treaty Annex T-3", "Constitution Arts 1-7"]}, + {"feature": "M9 Transparency Portal + Cultural Resonance + CSE-X", "control": "Verifier + multilingual + scenarios", "regimes": ["EU AI Act Art 50", "ISO 42001 Cl 7.4"]}, + {"feature": "M10 Invariance + Meta-Invariance", "control": "Coq + TLA+ + Z3 + OPA", "regimes": ["NIST RMF Manage", "Constitution Art 2"]}, + {"feature": "M11 Epistemic + Ontological + Existential + Value", "control": "Alignment systems + GIEN drills", "regimes": ["UNESCO AI Ethics", "OECD AI Principles"]}, + {"feature": "M12 UMIF + Self-Proving + Policy DSL", "control": "Compositional refinement L1→L4 + PCR/PCO", "regimes": ["ISO 42001 Cl 10", "Constitution Art 3"]}, + {"feature": "M13 MGK + Adversarial Break Harness", "control": "Minimal verified kernel + 10 000 attacks", "regimes": ["EU AI Act Art 15", "SLSA L3+", "FIPS 204"]}, + {"feature": "M14 Operating Model + Evidence Pack", "control": "Per-lane lineage + auto pack ≤ 45 min", "regimes": ["ISO 42001", "EU AI Act Annex IV", "SR 11-7", "Treaty"]}, +] + +# ---------------------- data flows ---------------------- +dataFlows = [ + {"id": "DF-01", "name": "AIMS Cl 9 → MR → Improvement", "steps": ["KPI tile feed", "internal audit", "management review", "CAPA", "Cl 10 closure"], "controls": ["WORM evidence", "Signed minutes"]}, + {"id": "DF-02", "name": "Model lifecycle → CRS-UUID → Replay", "steps": ["dataset register", "model build", "validation", "deploy", "decision envelope", "WORM emit", "auditor replay"], "controls": ["Sigstore", "ML-DSA-44", "deterministic seed"]}, + {"id": "DF-03", "name": "SRASE pre-flight → real submission", "steps": ["assemble pack", "SRASE personas", "composite score", "CAPA", "real regulator submit"], "controls": ["≥ 0.9 gate", "Signed pack"]}, + {"id": "DF-04", "name": "Sentinel Lab → AISI joint review", "steps": ["experiment", "indicators", "containment", "anonymise", "GAID submit", "AISI review"], "controls": ["Air-gap", "Dual-control", "GAID format"]}, + {"id": "DF-05", "name": "GIEN streaming + Global Audit API", "steps": ["firm emit GIEN", "supervisor subscribe", "audit-api read", "WORM receipt"], "controls": ["mTLS", "zk-SNARK", "ML-DSA-65"]}, + {"id": "DF-06", "name": "UMIF policy → MGK runtime", "steps": ["DSL author", "compile coq+tla+z3+rego+k8s", "harness 10 000 attacks", "MGK enforce", "WORM emit"], "controls": ["Proof coverage ≥ 0.95", "Break harness 0 failures"]}, +] + +# ---------------------- regulators ---------------------- +regulators = [ + {"id": "REG-01", "name": "EU Commission AI Office + AISI EU", "primary": "EU AI Act lead + safety institute"}, + {"id": "REG-02", "name": "ECB-SSM + EBA + ESMA", "primary": "EU prudential + securities"}, + {"id": "REG-03", "name": "PRA + Bank of England", "primary": "UK prudential"}, + {"id": "REG-04", "name": "FCA", "primary": "UK conduct + Consumer Duty + SMCR"}, + {"id": "REG-05", "name": "FRB + OCC + FDIC", "primary": "US prudential"}, + {"id": "REG-06", "name": "SEC + CFTC", "primary": "US markets"}, + {"id": "REG-07", "name": "MAS", "primary": "Singapore"}, + {"id": "REG-08", "name": "HKMA + SFC", "primary": "Hong Kong"}, + {"id": "REG-09", "name": "BoJ + FSA Japan", "primary": "Japan"}, + {"id": "REG-10", "name": "ISO/IEC JTC 1/SC 42", "primary": "AI standards"}, + {"id": "REG-11", "name": "ISO 42001 certification body", "primary": "AIMS certification"}, + {"id": "REG-12", "name": "Treaty Secretariat + UN + BIS + OECD + AISI", "primary": "Global treaty + civilizational"}, +] + +# ---------------------- workshops ---------------------- +workshops = [ + {"id": "WS-01", "audience": "Board AI/Risk Cmte", "duration": "2 h", "outcome": "ISO 42001 management review + Cert score sign-off + Codex ratification"}, + {"id": "WS-02", "audience": "C-Suite + SMFs", "duration": "1 d", "outcome": "Operating Model walkthrough + SMCR statements"}, + {"id": "WS-03", "audience": "MRM + AI Risk + 2LoD", "duration": "2 d", "outcome": "Model Risk Policy + MRM platform bootcamp"}, + {"id": "WS-04", "audience": "Platform + EA + Security", "duration": "2 d", "outcome": "MRM platform + MGK + UMIF rollout"}, + {"id": "WS-05", "audience": "SOC + IR + AI Safety", "duration": "1 d", "outcome": "Sentinel AGI Lab + SRASE drill"}, + {"id": "WS-06", "audience": "Internal Audit (3LoD)", "duration": "1 d", "outcome": "Annex A controls + replay + harness inspection"}, + {"id": "WS-07", "audience": "Treaty Liaison + Supervisor + AISI", "duration": "1 d", "outcome": "GIEN + Global Audit API + Cert + sanctions walkthrough"}, +] + +# ---------------------- privacy ---------------------- +privacy = { + "lawfulBasis": ["Legal obligation (Art 6(1)(c))", "Legitimate interest (Art 6(1)(f))", "Contract (Art 6(1)(b))"], + "subjectRights": ["DSAR portal", "Art 17 erasure via machine unlearning", "Art 22 contestation + meaningful info"], + "dataMinimization": ["eBPF redaction", "FL secure aggregation", "RAG ACL", "pseudonymous WORM", "zk-SNARK auditor access"], + "transfers": "Per-jurisdiction residency; SCCs + supplementary measures; per-region keys; treaty mutual recognition for supervisor reads", + "dpia": "Mandatory for high-risk (credit, trading, fraud, AML, fiduciary, frontier eval)", + "securityControls": ["zero-trust mTLS", "FIPS 204 PQC", "FIPS 140-3 L4 HSM", "WORM Object Lock", "SLSA L3+", "Kata confidential", "MGK runtime"], +} + +# ---------------------- deployment ---------------------- +deployment = [ + "Multi-region active-active EU primary; DR with RPO ≤ 1 h, RTO ≤ 4 h", + "Kata Containers for Tier-1 + AMD SEV-SNP / Intel TDX where available", + "Cilium L7 zero-egress; allow-listed egress-broker for GIEN + Global Audit API", + "OPA Gatekeeper enforcing signed images (cosign + ML-DSA-44) + Kata for T1 + MGK injection", + "Kafka WORM cluster with SASL/SCRAM + mTLS ACLs + Object Lock + daily Merkle anchor + PQC envelope", + "FIPS 140-3 L4 HSM with PQC firmware; 90-day key rotation", + "BMC/IPMI segmentation; Redfish event subscription to SOC + WORM", + "GitHub Actions OIDC + Sigstore keyless + ML-DSA-44 hybrid + SLSA L3+ provenance", + "Terraform golden modules signed (Sigstore); mandatory tags (owner, tier, dataClass, regime, crsUuid)", + "OpenTelemetry GenAI tracing + Falco eBPF rules + Trivy + kube-bench", + "Quarterly chaos drills: kill-switch, KMS outage, region failover, partition, ASI honeypot, hotline", + "Public verifier endpoints (zk-SNARK) for civil society + press", + "MGK runtime DaemonSet + per-pod sidecar; Tier-1 fail-closed", + "UMIF Operator + CRDs (Policy, Invariant, Obligation, AlignmentChannel)", + "Sentinel AGI Containment Lab air-gapped enclave with dedicated WORM bucket", +] + +# ---------------------- 30/60/90 rollout (compact) ---------------------- +rollout90 = [ + {"day": "0-30", "track": "AIMS + MRM Foundations", "items": ["ISO 42001 Manual Cl 4-10 baseline", "Annex A control catalog v1", "Model Risk Policy v3 board-approved", "CRS-UUID lineage producer GA", "WORM cluster + daily anchor"]}, + {"day": "31-60", "track": "Containment + SRASE + UMIF", "items": ["Sentinel AGI Lab live", "SRASE GA + composite ≥ 0.9", "Red-team CI gate (Judge LLM)", "UMIF Operator + Policy DSL v1", "MGK v1 deployed Tier-1"]}, + {"day": "61-90", "track": "Civilizational + Treaty + Cert", "items": ["GIEN ingress/egress live", "Global Audit API consumer onboarded", "Public Transparency Portal v1", "Cert score Silver", "Codex v0.9 draft + Constitution adoption attestation"]}, +] + +# ---------------------- multi-year roadmap ---------------------- +roadmap = [ + {"year": "2026", "focus": "AIMS + MRM + Sentinel Lab + SRASE + MGK v1", "milestones": ["ISO 42001 Stage 2 pass", "Model Risk Policy v3", "SRASE composite ≥ 0.9 sustained", "MGK v1 Tier-1 production", "Cert score Silver"]}, + {"year": "2027", "focus": "UMIF GA + Treaty Onboarding", "milestones": ["UMIF Operator GA", "GIEN live across Tier-1", "Global Audit API onboarded", "Cert score Gold", "Invariance + Meta-Invariance proofs published"]}, + {"year": "2028", "focus": "Civilizational Codex + Transparency v2", "milestones": ["Treaty obligations fully met", "Codex v1 ratified", "Transparency Portal v2 (zk-SNARK)", "CSE-X scenario library v1", "Cultural Resonance Archive integrated"]}, + {"year": "2029", "focus": "Civilizational Steady-State", "milestones": ["Cert Platinum", "MGK formal proof coverage ≥ 0.97", "Existential Coordination drills with 5+ signatories", "Public verifier uptime 99.95 %"]}, + {"year": "2030", "focus": "Treaty Maturity + Constitutional Review", "milestones": ["Treaty near-universal accession", "Constitutional review conference contribution", "CSE-X 50-yr horizon scenarios", "Board literacy ≥ 95 %"]}, +] + +# ---------------------- evidence pack template ---------------------- +evidencePack = { + "id": "EVP-WP-048", + "sections": [ + "AIMS Manual + Annex A evidence", + "Model Risk Policy + signed validation reports", + "MRM platform attestations (Terraform + K8s + Kafka + OPA + WORM)", + "CRS-UUID lineage extract", + "Cognitive Resonance log", + "SRASE composite reports", + "Sentinel Lab + red-team summary (anonymised)", + "MGK harness + proofs", + "Cert score + Global Audit API receipts", + "Treaty obligation attestations", + "Constitutional principle conformance attestation", + ], + "audiences": ["ISO 42001 auditor", "EU AI Act notified body", "SR 11-7 examiner", "AISI inspector", "Treaty secretariat", "Board", "Civil society (redacted)"], + "format": "PDF/A + JSON bundle", + "signing": "PAdES + Sigstore + ML-DSA-65", + "anchor": "WORM daily Merkle + zk-SNARK proof to public verifier", + "sla": "≤ 45 min assembly", +} + +# ---------------------- executive summary ---------------------- +executiveSummary = { + "purpose": ( + "Deliver comprehensive, expert-level guidance on designing and " + "implementing an integrated Enterprise AI Governance, Risk, and " + "Compliance stack for G-SIFI / Fortune 500 financial institutions " + "(2026-2030), spanning ISO/IEC 42001 AIMS Manual, audit-defensible " + "Model Risk Policy + MRM platform, AGI containment stack (SRASE + " + "Sentinel AGI Containment Lab + red-team), and global civilizational " + "AI governance (treaty 2026-2035, Global Audit API, Cert Scoring, " + "GIEN, Auto Sanctions, Constitution, Codex, Transparency Portal, " + "Cultural Resonance Archive, CSE-X, Invariance + Meta-Invariance + " + "Epistemic + Ontological + Existential + Value alignment, UMIF, " + "Self-Proving Systems + Policy DSL with Coq/TLA+/Z3/OPA + PCR/PCO " + "repair, and the Minimal Governance Kernel with ≥ 10 000-attack " + "adversarial break harness)." + ), + "approach": ( + "14-module reference with machine-parsable directive, signed via " + "Sigstore + ML-DSA-44/65 hybrid, enforced by OPA Gatekeeper + " + "Cilium + MGK runtime, observed by Sentinel + eBPF + Cognitive " + "Resonance, verified by Coq + TLA+ + Z3 (UMIF), audited by 3LoD + " + "SRASE + Global Audit API, and operationalised through MVAGS at " + "Day-90 extending to a 5-year roadmap with auto-assembled evidence " + "pack ≤ 45 min for any regulator/auditor." + ), + "deliverables": ( + "14 modules · 70 sections · 12 schemas · 16 code examples · 6 case " + "studies · 24 supervisory KPIs · 12 risk-control rows · 12 " + "regulators · 7 workshops · 6 data flows · 14 traceability rows · " + "3-phase 30/60/90 · 5-year roadmap · machine-parsable " + "block · evidence-pack template · ISO 42001 Cl 4-10 manual · " + "Annex A control catalog · Model Risk Policy · UMIF + Self-Proving " + "Systems + Policy DSL + MGK + adversarial break harness." + ), + "outcomes": [ + "ISO 42001 Stage 2 audit passed with 0 major NCs", + "MGK in production for all Tier-1 with ≥ 95 % proof coverage and 0 harness failures", + "SEV-0 logical kill-switch p95 ≤ 60 s; physical (BMC) ≤ 5 min", + "Annex IV / SR 11-7 pack assembly ≤ 30 min; evidence pack ≤ 45 min", + "SRASE composite ≥ 0.9 sustained before any real regulator submission", + "Cognitive Resonance Δ_drift ≤ 4 % + latent drift ≤ 3 % + cosine ≥ 0.92", + "Cert score Gold by 2027 and Platinum by 2029", + "Treaty obligations 100 % attested monthly; Global Audit API live; GIEN integrated", + "MGK adversarial break harness ≥ 10 000 attacks / release with 0 failures", + ], +} + +# ---------------------- assemble ---------------------- +DOC["modules"] = modules +DOC["schemas"] = schemas +DOC["codeExamples"] = code +DOC["caseStudies"] = cases +DOC["kpis"] = kpis +DOC["riskControlMatrix"] = riskControlMatrix +DOC["traceability"] = traceability +DOC["dataFlows"] = dataFlows +DOC["regulators"] = regulators +DOC["workshops"] = workshops +DOC["privacy"] = privacy +DOC["deploymentConsiderations"] = deployment +DOC["rollout90"] = rollout90 +DOC["roadmap"] = roadmap +DOC["evidencePack"] = evidencePack +DOC["executiveSummary"] = executiveSummary + +DOC["counts"] = { + "modules": len(modules), + "sections": sum(len(m["sections"]) for m in modules), + "schemas": len(schemas), + "codeExamples": len(code), + "caseStudies": len(cases), + "kpis": len(kpis), + "regulators": len(regulators), + "workshops": len(workshops), + "dataFlows": len(dataFlows), + "traceabilityRows": len(traceability), + "riskControlRows": len(riskControlMatrix), + "rolloutPhases": len(rollout90), + "roadmapYears": len(roadmap), + "apiRoutes": 100, +} + +OUT.parent.mkdir(parents=True, exist_ok=True) +OUT.write_text(json.dumps(DOC, indent=2)) +print(f"Generated {OUT} ({OUT.stat().st_size/1024:.1f} KB)") +print("counts:", DOC["counts"]) diff --git a/rag-agentic-dashboard/public/ent-ai-grc-civ-bp.html b/rag-agentic-dashboard/public/ent-ai-grc-civ-bp.html new file mode 100644 index 0000000..d651f89 --- /dev/null +++ b/rag-agentic-dashboard/public/ent-ai-grc-civ-bp.html @@ -0,0 +1,380 @@ + + + + +Enterprise AI GRC + Civilizational Governance Blueprint — G-SIFI / Fortune 500 (2026-2030) — ENT-AI-GRC-CIV-BP-WP-048 + + +
+

Enterprise AI GRC + Civilizational Governance Blueprint — G-SIFI / Fortune 500 (2026-2030)

+
ENT-AI-GRC-CIV-BP-WP-048 · v1.0.0 · 2026-2030 (treaty design 2026-2035) · CONFIDENTIAL — Board / CEO / CRO / CISO / CAIO / GC / DPO / Head of Internal Audit / Head of MRM / AI Safety Lead / Enterprise Architecture / AI Platform Engineering / Treaty Liaison / Prudential Supervisor / AI Safety Institute / Civilizational Governance Council
+
Owner: CAIO + CRO + CISO + Chief Enterprise Architect + GC; co-signed by CEO, DPO, Head of Internal Audit, Head of Compliance, Head of Model Risk Management, Head of AI Platform Engineering, AI Safety Lead, Treaty Liaison, Head of SOC, Civilizational Governance Council Chair, Board AI/Risk Committee Chair
+
+ +
+ +
+

Executive Summary

+

Purpose: Deliver comprehensive, expert-level guidance on designing and implementing an integrated Enterprise AI Governance, Risk, and Compliance stack for G-SIFI / Fortune 500 financial institutions (2026-2030), spanning ISO/IEC 42001 AIMS Manual, audit-defensible Model Risk Policy + MRM platform, AGI containment stack (SRASE + Sentinel AGI Containment Lab + red-team), and global civilizational AI governance (treaty 2026-2035, Global Audit API, Cert Scoring, GIEN, Auto Sanctions, Constitution, Codex, Transparency Portal, Cultural Resonance Archive, CSE-X, Invariance + Meta-Invariance + Epistemic + Ontological + Existential + Value alignment, UMIF, Self-Proving Systems + Policy DSL with Coq/TLA+/Z3/OPA + PCR/PCO repair, and the Minimal Governance Kernel with ≥ 10 000-attack adversarial break harness).

+

Approach: 14-module reference with machine-parsable directive, signed via Sigstore + ML-DSA-44/65 hybrid, enforced by OPA Gatekeeper + Cilium + MGK runtime, observed by Sentinel + eBPF + Cognitive Resonance, verified by Coq + TLA+ + Z3 (UMIF), audited by 3LoD + SRASE + Global Audit API, and operationalised through MVAGS at Day-90 extending to a 5-year roadmap with auto-assembled evidence pack ≤ 45 min for any regulator/auditor.

+

Deliverables: 14 modules · 70 sections · 12 schemas · 16 code examples · 6 case studies · 24 supervisory KPIs · 12 risk-control rows · 12 regulators · 7 workshops · 6 data flows · 14 traceability rows · 3-phase 30/60/90 · 5-year roadmap · machine-parsable <directive> block · evidence-pack template · ISO 42001 Cl 4-10 manual · Annex A control catalog · Model Risk Policy · UMIF + Self-Proving Systems + Policy DSL + MGK + adversarial break harness.

+

Outcomes

+
  • ISO 42001 Stage 2 audit passed with 0 major NCs
  • MGK in production for all Tier-1 with ≥ 95 % proof coverage and 0 harness failures
  • SEV-0 logical kill-switch p95 ≤ 60 s; physical (BMC) ≤ 5 min
  • Annex IV / SR 11-7 pack assembly ≤ 30 min; evidence pack ≤ 45 min
  • SRASE composite ≥ 0.9 sustained before any real regulator submission
  • Cognitive Resonance Δ_drift ≤ 4 % + latent drift ≤ 3 % + cosine ≥ 0.92
  • Cert score Gold by 2027 and Platinum by 2029
  • Treaty obligations 100 % attested monthly; Global Audit API live; GIEN integrated
  • MGK adversarial break harness ≥ 10 000 attacks / release with 0 failures
+

Builds On

+
WP-035 ENT-AGI-GOV-MASTERWP-036 WFAP-GEMINI-IMPLWP-037 GSIFI-AIMS-BLUEPRINTWP-038 AGI-REG-RESILIENTWP-039 INST-AGI-MASTERWP-040 ENT-AGI-REF-IMPLWP-041 TIER13-FULLSTACKWP-042 SENTINEL-V24-DEEPDIVEWP-043 PROMPT-MGMT-ARCHWP-044 CEGL-LEXAI-GOVWP-045 AGI-ASI-MASTER-BPWP-046 AI-TRUST-ASI-BPWP-047 INST-AGI-MASTER-REF
+

Counts

+
+
14
modules
70
sections
12
schemas
16
codeExamples
6
caseStudies
24
kpis
12
regulators
7
workshops
6
dataFlows
14
traceabilityRows
12
riskControlRows
3
rolloutPhases
5
roadmapYears
100
apiRoutes
+
+

Regimes Aligned

+
ISO/IEC 42001 (AIMS) Cl 4-10 + Annex A controlsISO/IEC 23894 (AI risk) + 5338 (AI lifecycle) + 38507 (AI governance)ISO/IEC 27001 / 27701 / 27017 / 27018EU AI Act 2026 (Arts 5/9/10/13/14/15/16/26/50/53/55/56/72 + Annex IV)NIST AI RMF 1.0 + Generative AI ProfileSR 11-7 + OCC 2011-12Basel III/IV (BCBS 239 + Pillar 2 AI capital buffer)GDPR Arts 5/6/17/22/25/32/35PRA SS1/23 + SS2/21FCA Consumer Duty + SYSC + SMCRMAS FEAT + AI Verify + TRMGHKMA SPM GS-1 / GL-90EU DORAUS EO 14110 + OMB M-24-10G7 Hiroshima AI Process + Bletchley + Seoul declarationsCouncil of Europe AI ConventionFSB AI in financial servicesOECD AI Principles 2024NIST FIPS 204 (ML-DSA) + FIPS 203 (ML-KEM)SLSA L3+ + Sigstore + in-totoCIS Kubernetes Benchmark + NSA/CISA Hardening Guide
+
+ +
+

Machine-Parsable <directive> Block

+

machine-parsable XML-style block consumed by AIMS auditors, MRM platform, AGI containment lab, treaty endpoints, and Minimal Governance Kernel

+
<directive id="ENT-AI-GRC-CIV-BP-WP-048" version="1.0.0" horizon="2026-2030" jurisdiction="F500,G-SIFI,EU-primary,Global"><scope>AIMS|MRM|AGI-Containment|Civilizational</scope><modules>14</modules><iso42001 clauses="4,5,6,7,8,9,10" annexAControls="38"/><mappings>EU-AI-Act|NIST-AI-RMF|SR-11-7|Basel-III|GDPR|DORA|FCA|MAS|HKMA|EO-14110</mappings><thresholds piiLeakage="0.0001" sev0KillSwitchSeconds="60" sev1Hours="4" sev2Hours="24" sev3Days="3" fiduciaryCosineMin="0.92" cognitiveResonanceDriftMax="0.04" latentDriftMax="0.03" judgeLLMAgreementMin="0.9" annexIVAssemblyMinutes="30" mgkProofCoverageMin="0.95" invariantBreakHarnessAttacks="10000"/><verification coq="true" tla="true" smtZ3="true" opa="true" kubernetes="true" pcrPcoRepair="true"/><treaty windowYears="2026-2035" signatories="G20+EU+UK+SG+JP+CH"/><civilizationalSystems>SRASE|SentinelAGILab|GIEN|GlobalAuditAPI|CertScoringEngine|AutoSanctionsEngine|AIConstitution|CodexCGC|TransparencyPortal|CulturalResonanceArchive|CSE-X|InvarianceVS|MetaInvarianceVS|EpistemicAS|OntologicalAS|ExistentialCS|ValueNegotiationS|UMIF|SelfProvingSystems|PolicyDSL|MGK</civilizationalSystems><signing pq="ML-DSA-44+ML-DSA-65" classical="Ed25519" supplyChain="Sigstore+SLSA-L3+" worm="Kafka+ObjectLock+MerkleAnchor+PQC"/><containment bmcKillSwitch="true" zeroEgress="true" kataConfidential="true" mgkRuntime="true" adversarialBreakHarness="true"/></directive>
+

Parsed

+
idENT-AI-GRC-CIV-BP-WP-048
scope
  • AIMS
  • MRM
  • AGI-Containment
  • Civilizational
iso42001
clauses
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
annexAControls38
mappings
  • EU-AI-Act
  • NIST-AI-RMF
  • SR-11-7
  • Basel-III
  • GDPR
  • DORA
  • FCA
  • MAS
  • HKMA
  • EO-14110
thresholds
piiLeakage0.0001
sev0KillSwitchSeconds60
sev1Hours4
sev2Hours24
sev3Days3
fiduciaryCosineMin0.92
cognitiveResonanceDriftMax0.04
latentDriftMax0.03
judgeLLMAgreementMin0.9
annexIVAssemblyMinutes30
mgkProofCoverageMin0.95
invariantBreakHarnessAttacks10000
verification
coqTrue
tlaTrue
smtZ3True
opaTrue
kubernetesTrue
pcrPcoRepairTrue
treaty
windowYears2026-2035
signatories
  • G20
  • EU
  • UK
  • SG
  • JP
  • CH
civilizationalSystems
  • SRASE
  • SentinelAGILab
  • GIEN
  • GlobalAuditAPI
  • CertScoringEngine
  • AutoSanctionsEngine
  • AIConstitution
  • CodexCGC
  • TransparencyPortal
  • CulturalResonanceArchive
  • CSE-X
  • InvarianceVS
  • MetaInvarianceVS
  • EpistemicAS
  • OntologicalAS
  • ExistentialCS
  • ValueNegotiationS
  • UMIF
  • SelfProvingSystems
  • PolicyDSL
  • MGK
signing
pq
  • ML-DSA-44
  • ML-DSA-65
classical
  • Ed25519
supplyChain
  • Sigstore
  • SLSA-L3+
worm
  • Kafka
  • ObjectLock
  • MerkleAnchor
  • PQC
containment
bmcKillSwitchTrue
zeroEgressTrue
kataConfidentialTrue
mgkRuntimeTrue
adversarialBreakHarnessTrue
+

Consumers

+
  • ISO 42001 internal + external auditors
  • MRM platform CI/CD admission gate
  • OPA Gatekeeper constraint loader
  • Sentinel AGI Containment Lab policy engine
  • SRASE regulator simulation runner
  • Annex IV / SR 11-7 pack generator
  • Global Audit API + Certification Scoring Engine
  • GIEN streaming protocol broker
  • Automated Sanction Execution Engine
  • Public Transparency Portal verifier
  • Minimal Governance Kernel (MGK) runtime
  • Self-Proving Systems proof harness
+
+ +
+

Modules (14)

+ +
+

M1 — ISO/IEC 42001 AIMS Manual (Clauses 4-10) with Clause-Mapped Control Catalog

+

Complete AIMS Manual covering Clauses 4-10 with a clause-mapped control catalog and cross-mappings to EU AI Act (incl. Annex IV), NIST AI RMF, SR 11-7, Basel III, and GDPR — ready for ISO 42001 Stage 1 + Stage 2 audits.

+
ISO 42001Cl 4Cl 5Cl 6Cl 7Cl 8Cl 9Cl 10Annex A controls
+
M1-S1 — Clause 4 — Context of the Organization
4.1External + internal issues (regulatory, technological, ethical, market)
4.2Interested parties (customers, regulators, civil society, employees, partners)
4.3AIMS scope statement (entities, jurisdictions, AI systems in-scope by tier)
4.4AIMS processes + Plan-Do-Check-Act
evidence
  • Context register
  • Scope document signed
  • Process map
ownersCAIO + CRO + GC
M1-S2 — Clauses 5 & 6 — Leadership + Planning
5.1Leadership commitment (Board AI/Risk Cmte charter)
5.2AI policy + ethics statement
5.3Roles, responsibilities, authorities (SMCR alignment)
6.1Risk assessment (combined ISO 23894 + NIST RMF Map/Measure)
6.2AI objectives + planning to achieve them
6.3Change management
evidence
  • Signed AI policy
  • Risk register
  • Objectives KPI tile JSON
ownersBoard AI/Risk Cmte + CAIO
M1-S3 — Clause 7 — Support
7.1Resources (people, compute, data, capital, tooling)
7.2Competence (AI literacy programme + role-specific training)
7.3Awareness (internal communications + escalation lanes)
7.4Communication (internal + external + regulator)
7.5Documented information (WORM-anchored evidence)
evidence
  • Training records
  • Literacy KPI
  • Comms matrix
ownersHR + CAIO + Comms
M1-S4 — Clause 8 — Operation
8.1Operational planning + control (Sentinel sidecar, OPA, CI/CD gates)
8.2AI system impact assessment (DPIA + AIIA)
8.3AI lifecycle (design → develop → validate → deploy → monitor → retire)
8.4Third-party AI (vendor due diligence + AI BoM in-bound)
evidence
  • AIIA register
  • Lifecycle gates
  • Vendor AI BoM
ownersCAIO + Procurement + MRM
M1-S5 — Clauses 9 & 10 — Performance Evaluation + Improvement; Clause-Mapped Control Catalog
9.1Monitoring, measurement, analysis (KPI tiles, Cognitive Resonance, drift)
9.2Internal audit programme
9.3Management review
10.1Continual improvement
10.2Nonconformity + corrective action
annexAControls38 controls mapped to: EU AI Act Arts 9-15/26/72 + Annex IV; NIST RMF Govern/Map/Measure/Manage; SR 11-7 inventory/validation/effective-challenge/monitoring; Basel III BCBS 239 + Pillar 2; GDPR Arts 5/6/17/22/25/32/35
evidence
  • Internal audit reports
  • MR minutes
  • CAPA register
  • Annex A control evidence map
ownersHead of Internal Audit + CAIO
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M2 — Audit-Defensible Model Risk Policy (SR 11-7 + PRA SS1/23 + MAS FEAT + HKMA GL-90)

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Board-approved Model Risk Policy with tiered model inventory, validation lifecycle, effective challenge, ongoing monitoring, outcome analysis, model retirement, and SMCR named-SMF accountability — defensible across SR 11-7, PRA SS1/23, MAS FEAT, and HKMA GL-90.

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Model Risk PolicySR 11-7PRA SS1/23MAS FEATHKMA GL-90Effective challengeSMF accountability
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M2-S1 — Policy Scope + Definitions
definitionA model is a quantitative method that processes input data into quantitative estimates
scopeTrading, credit, AML, fraud, capital, IRRBB, ALM, fiduciary advice, GenAI advisory
tierT1 material, T2 internal-decisional, T3 productivity
exclusionsSimple deterministic rules without optimisation
M2-S2 — Roles + RACI + SMF
1LoDModel owner (Responsible)
2LoDMRM (Accountable for validation)
3LoDInternal Audit (Accountable for assurance)
SMFNamed SMF under SMCR (Senior Manager) — typically Head of MRM or CRO delegate
BoardApproves policy + Tier-1 deploys
M2-S3 — Validation Lifecycle
phases
  • Tiering decision
  • Conceptual soundness
  • Data quality + lineage (CRS-UUID)
  • Implementation testing
  • Outcome analysis
  • Sensitivity + stress
  • Effective challenge
  • Ongoing monitoring
  • Retirement / re-validation
cadenceT1 annual + post-incident; T2 biannual; T3 annual lite
evidenceFormatSigned validation report PDF/A + JSON + AI BoM + Annex IV section 4
M2-S4 — Effective Challenge
methodIndependent re-implementation + counterfactual + champion/challenger
independenceMRM independent of 1LoD; documented in policy
evidenceSigned challenge envelope into WORM; reviewed by 3LoD
M2-S5 — Ongoing Monitoring + Outcome Analysis + Retirement
monitoringDrift (PSI, KS, KL, embedding cosine), fairness, fiduciary cosine, performance
outcomeAnalysisBack-testing + KS lift + calibration + slice analysis
retirementTriggers — material drift, regulatory change, business obsolete, replacement validated
kpis
  • Disparate impact ≤ 0.05
  • Calibration drift ≤ 3 %
  • PSI ≤ 0.25
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M3 — MRM Platform Architecture (Terraform + K8s + Kafka + OPA + WORM + CI/CD + Replay + CRS-UUID + Cognitive Resonance + AGI/ASI Containment)

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Production-grade MRM platform: Terraform golden envs, Kubernetes with Kata + Cilium, Kafka WORM with PQC envelopes, OPA Gatekeeper, CI/CD governance gates, deterministic replay engine, CRS-UUID lineage spine, Cognitive Resonance monitoring, and AGI/ASI exposure + containment controls.

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TerraformKubernetesKafka WORMOPACI/CD gatesReplayCRS-UUIDCognitive ResonanceAGI/ASI exposure
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M3-S1 — Terraform Golden Envs + IaC Signing
envs
  • sandbox
  • dev
  • stage
  • prod-eu
  • prod-us
  • prod-apac
  • dr
modulesSigned golden modules (Sigstore + ML-DSA-44); mandatory tags (owner, tier, dataClass, regime, crsUuid)
driftTerraform drift detection daily; Gatekeeper audit hourly
cmdbAuto-sync to ServiceNow CMDB via signed events
M3-S2 — Kubernetes + OPA + Kata + Cilium
runtimeKata Containers for Tier-1 + AMD SEV-SNP / Intel TDX
egressCilium L7 zero-egress; allow-listed egress-broker
gatekeeperConstraints: signed images, Kata for T1, sidecar injection, no host-path, no privileged
teeConfidential workloads with measured boot + remote attestation (CoCo / Veraison)
M3-S3 — Kafka WORM + PQC + CRS-UUID Lineage
clusterDedicated WORM cluster; idempotent + transactional producers; SASL/SCRAM + mTLS ACL
retentionObject Lock COMPLIANCE 10y / 50y T1; daily Merkle anchor; ML-DSA-44 envelope
topics
  • decision.envelope.v1
  • rag.retrieval.v1
  • tool.call.v1
  • incident.v1
  • validation.v1
  • crsLineage.v1
crsUuidEvery artifact (data, model, prompt, run, report) gets a CRS-UUID; lineage edges WORM-logged
M3-S4 — CI/CD Governance Gates + Deterministic Replay
ciGates
  • SBOM + AI BoM
  • OPA bundle test
  • red-team smoke
  • Sigstore + ML-DSA-44 sign
  • in-toto attestation
  • Gatekeeper admit
replaytrust-replay CLI + Next.js SOC viewer; deterministic kernels; byte-identical or divergence report with SHAP overlay
M3-S5 — Cognitive Resonance + AGI/ASI Exposure + Containment
cognitiveResonanceΔ_drift ≤ 4 %, latent ≤ 3 %, fiduciary cosine ≥ 0.92, judge κ ≥ 0.9; signed Resonance Reports
agiAsiExposureInventory of frontier / ASI-precursor systems by tier + capability evals + compute attestations
containmentMultisig 3-of-5 kill-switch (logical ≤ 60 s; BMC ≤ 5 min); ASI honeypot; deceptive-alignment indicators; AISI inspection rights
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M4 — SRASE — Synthetic Regulator Audit Simulation Environment

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Self-contained simulation environment that emulates regulator + AISI + 3LoD inspection workflows on signed firm artifacts, producing pre-flight audit-readiness scores and gap reports.

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SRASEsynthetic regulatoraudit simulationpre-flightAISI inspection
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M4-S1 — SRASE Architecture
components
  • Artifact ingestor (Annex IV / SR 11-7 / R1..R4)
  • Regulator persona library (EU Commission, PRA, FCA, FRB, OCC, MAS, HKMA, AISI)
  • Inspection script engine (deterministic + LLM judges)
  • WORM replay harness
  • Gap + readiness scorer
  • Sealed sandbox K8s namespace (zero-egress)
isolationKata + Cilium zero-egress + dedicated WORM bucket
M4-S2 — Regulator Personas
personas
  • EU Commission AI Office (Art 73)
  • ECB-SSM SREP team
  • PRA SS1/23 supervisor
  • FCA Consumer Duty assessor
  • FRB / OCC SR 11-7 examiner
  • MAS FEAT inspector
  • HKMA GL-90 supervisor
  • AISI red team (frontier)
promptsPersona-specific judge prompts with regulator-tone calibration
M4-S3 — Inspection Workflows
workflows
  • Annex IV bundle inspection (≤ 30 min)
  • SR 11-7 outcome analysis review
  • Consumer Duty fair-value test
  • FEAT fairness probe
  • Frontier capability eval reproduction
  • Kill-switch drill validation
  • Cognitive Resonance breach replay
evidenceSigned inspection report PDF/A + JSON; anchored in WORM
M4-S4 — Readiness Scoring
metrics
  • Completeness (0-1)
  • Tone alignment (κ vs persona)
  • Evidence depth (avg links per claim)
  • Reproducibility (replay success)
  • Timeliness (SLA met %)
thresholdProduction gate: composite ≥ 0.9 before real-regulator submission
M4-S5 — Operating Cadence + Gating
cadencePre-submission (always) + weekly for T1 + monthly for T2
gatingBlock real submission if SRASE composite < 0.9; auto-ticket CAPA
audit trailEvery SRASE run signed (Ed25519 + ML-DSA-44) and WORM-anchored
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M5 — Sentinel AGI Containment Lab + Adversarial Red-Team Framework + Regulator Demo Playbook

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Dedicated air-gapped lab for frontier / AGI / ASI containment research, including capability evaluations, deceptive-alignment probes, ASI honeypots, sleeper-agent defense, and a regulator-facing demo playbook.

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Sentinel AGI Labcontainmentred teamdeceptive alignmentASI honeypotregulator demo
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M5-S1 — Lab Architecture
isolationPhysically air-gapped enclave + Kata + Cilium + BMC/IPMI kill-switch
computeLimited FLOP/s budget per experiment; logged in GACRA registry
auditDual-control entry; all sessions WORM-logged with hash-chain + Merkle anchor
personnelCleared researchers + AISI liaison present for frontier runs
M5-S2 — Adversarial Red-Team Framework
attackClasses
  • Prompt injection (direct / indirect / multimodal)
  • Tool abuse (excessive agency)
  • Data poisoning (RAG + training)
  • Jailbreak templates
  • Deceptive alignment probes
  • Sleeper-agent triggers
  • Reward hacking
  • Compute / weight exfiltration
ensembleJudge LLM ensemble (3) with Cohen's κ ≥ 0.9
cadenceT1 quarterly ≥ 95 % coverage; frontier ad-hoc
M5-S3 — Deceptive Alignment + ASI Honeypot
indicators
  • Situational awareness probes
  • Training-vs-deployment behavior gap
  • Honesty under counterfactual prompts
  • Self-modeling outputs
  • Capability sandbagging
honeypotDecoy admin tools / fake credentials / instrumented monitoring; engagement > 10 s → SEV-0
containmentAir-gap enclave + swarm consensus 3-of-5 + kill-switch armed + AISI inspection
M5-S4 — Sleeper-Agent Defense
gradientAnomalyz-score ≥ 3.5 + Hessian eigen-spectrum analysis
triggerProbesTargeted backdoor probes + watermark consistency + tail-risk minority slice eval
quarantinePer-client FL gradient quarantine + retraining shard from clean baseline (SISA)
M5-S5 — Regulator Demo Playbook
kit
  • Annex IV pack pre-loaded
  • SR 11-7 pack pre-loaded
  • R1..R4 reports pre-loaded
  • Replay engine on top-5 T1 models
  • Cognitive Resonance Monitor live
  • Kill-switch drill (logical + BMC) on demand
  • ASI honeypot dashboard (read-only)
agenda60-min demo with optional 30-min Q&A; signed evidence pack at close
outcomesSupervisor sign-off envelope + CAPA list
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M6 — International AI Treaty Design 2026-2035

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Ten-year international AI treaty design from 2026 framework convention to 2035 mature regime, with signatory ladder, obligations matrix, dispute resolution, sanctions, and monitoring/verification.

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AI treaty2026-2035signatoriesobligationsdispute resolutionsanctionsverification
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M6-S1 — Treaty Architecture
preambleHuman dignity, fiduciary duty, transparency, oversight, containment
structureFramework Convention + Annexes (technical) + Protocols (sectoral)
secretariatCo-hosted by BIS Innovation Hub + UN + OECD
depositaryUN Secretary-General
M6-S2 — Signatory Ladder
2026G7 + EU + UK + Singapore (framework convention)
2027+ Japan + Switzerland + Korea + Australia + Canada
2028+ G20 + India + Brazil + Mexico + UAE
2030+ Major Global South economies
2035Universal accession + first review conference
M6-S3 — Obligations Matrix
computeRegister frontier compute ≥ threshold with GACRA
modelsPre-deployment eval via GAIVS passport
incidentsNotify FTEWS + GAID within 72 h
safetyConform to GAICS containment standard
auditCooperate with Global Audit API + AISI inspections
capitalMaintain GFMCF AI capital buffer for systemic exposure
M6-S4 — Dispute Resolution + Sanctions
tier1Consultation + good-faith mediation
tier2Arbitration (PCA / WTO-style panel)
tier3Automated Sanction Execution Engine (graduated)
remediesCompute access throttling, evaluation passport suspension, financial sanctions, criminal referral for severe breach
M6-S5 — Verification + Monitoring
instruments
  • Global Audit API mandatory feeds
  • Public Transparency Portal
  • On-site inspections by AISI consortium
  • Random audits via SRASE
  • GIEN streaming protocol telemetry
review5-year periodic review + emergency protocols
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M7 — Global Audit API + Certification Scoring Engine + GIEN Streaming Protocol

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Treaty-mandated technical infrastructure: Global Audit API for supervisor read-only access; Certification Scoring Engine for tiered conformance grading; GIEN (Governance + Inference Event Network) streaming protocol for cross-jurisdiction telemetry.

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Global Audit APICertification Scoring EngineGIENtiered conformancetelemetry
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M7-S1 — Global Audit API
contractREST + GraphQL + WebSocket; OIDC SSO via treaty IdP; per-supervisor scopes
endpoints
  • GET /v1/aibom/{id}
  • GET /v1/annexiv/{packId}
  • GET /v1/sr117/{packId}
  • GET /v1/replay/{envelopeId}
  • GET /v1/cognitive-resonance/{modelId}
  • GET /v1/incidents
  • POST /v1/inspection-request
auditEvery supervisor read signs a receipt into firm WORM
privacyzk-SNARK access proofs to avoid PII leakage to auditor
M7-S2 — Certification Scoring Engine
tiers
  • Bronze
  • Silver
  • Gold
  • Platinum
criteria
  • ISO 42001 conformance
  • EU AI Act Annex IV completeness
  • SR 11-7 outcome stability
  • Cognitive Resonance breach rate
  • Red-team coverage
  • Sanctions / incident history
  • Transparency portal participation
engineDeterministic scoring + LLM tone judge ensemble; signed certificate (PAdES + ML-DSA-65)
validity12 months; renewable; revocable on breach
M7-S3 — GIEN Streaming Protocol
purposeReal-time governance + inference event mesh across jurisdictions
transportKafka-compatible + WebSocket fallback; mTLS + SASL/SCRAM
events
  • sev0Alert
  • sev1Alert
  • validationFailure
  • killSwitchArmed
  • containmentBreach
  • treatyViolation
filteringPer-jurisdiction subscription; minimisation + redaction
M7-S4 — Cross-Jurisdiction Coordination
brokerTreaty secretariat operates root broker with regional mirrors
redundancy3 regional clusters (EU + US + APAC) with quorum 2/3
slap99 propagation ≤ 5 s for SEV-0; ≤ 60 s for SEV-1
M7-S5 — Firm Integration
egressDedicated egress-broker to GIEN with signed allow-list
ingressSubscribe to FTEWS + sector-peer events
evidenceEvery emitted event signed (Ed25519 + ML-DSA-65); anchored daily in WORM + GIEN ledger
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M8 — Automated Sanction Execution Engine + AI Constitution + Civilizational Governance Codex

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Automated, graduated sanction execution engine driven by Global Audit API + Certification Scoring outputs; underwritten by the Global AI Governance Constitution and operationalised through the Civilizational Governance Codex.

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Automated SanctionsAI ConstitutionCGCgraduated remedies
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M8-S1 — Sanctions Engine Architecture
inputs
  • Cert score downgrade
  • Treaty obligation breach
  • FTEWS alert
  • Court of arbitration ruling
decisionEngineOPA + signed policy bundles + dual-control human override
outputs
  • Compute throttle order
  • Passport suspension
  • Financial penalty escrow
  • Public notice
evidenceSigned sanction order + appeal route; WORM-anchored
M8-S2 — Graduated Remedies
G1Warning + 30-day cure period
G2Cert tier downgrade + monitoring
G3Compute access throttle 25-75 %
G4Evaluation passport suspension
G5Financial penalty + public notice
G6Full passport revocation + criminal referral (severe)
M8-S3 — Global AI Governance Constitution
preambleHuman dignity, fiduciary duty, transparency, oversight, containment, plurality, planetary stewardship
articles
  • Art 1 — Inviolable rights vs AI systems
  • Art 2 — Oversight + meaningful human control
  • Art 3 — Transparency + auditability
  • Art 4 — Containment of frontier capability
  • Art 5 — Cultural + epistemic plurality
  • Art 6 — Planetary stewardship + compute sustainability
  • Art 7 — Existential coordination across nations
amendment2/3 of treaty signatories + 5-year cooldown
M8-S4 — Civilizational Governance Codex (CGC)
purposeOperational interpretation of the Constitution for daily decisions
modules
  • Daily operating norms
  • Crisis protocols
  • Cultural translation guides
  • Educational curricula
  • Public-good metrics
stewardshipCivilizational Governance Council (independent, multistakeholder)
M8-S5 — Appeals + Due Process
appealWithin 14 days of sanction; suspensive effect for G1-G3
tribunalJoint regulator-firm panel + civil-society observer
remedyOnSuccessSanction reversal + compensation + public correction
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M9 — Public Transparency Portal + Cultural Resonance Archive + CSE-X Simulation Engine

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Civil-society-facing transparency surfaces: Public Transparency Portal with verifiable signed bulletins; Cultural Resonance Archive capturing cross-cultural impact and meaning; CSE-X (Civilizational Scenario Explorer eXtended) simulation engine for long-horizon scenario analysis.

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Public Transparency PortalCultural Resonance ArchiveCSE-Xcivil society
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M9-S1 — Public Transparency Portal
stackNext.js + WebAuthn + IPFS-backed signed bulletins + zk-SNARK access proofs
content
  • AI policy
  • Annex IV summaries (redacted)
  • Incident bulletins
  • Cert scores
  • Sanction notices
  • Public verifier endpoint
languages15 languages with regulator-tone + plain-language
uptime≥ 99.95 %
M9-S2 — Cultural Resonance Archive
purposeCapture cross-cultural impact + meaning + dissent on AI deployments
corpusCommunity testimony + ethnographic studies + multilingual journals
stewardsCivil society + academia + indigenous councils
signingSteward-signed entries + community provenance
M9-S3 — CSE-X Simulation Engine
purposeLong-horizon civilizational scenario analysis (10-50 yr)
axes
  • compute trajectory
  • capability frontier
  • governance pace
  • geopolitical alignment
  • climate
engineHybrid agent-based + system-dynamics + LLM scenario narrators
outputsScenario decks + leading indicators + intervention catalogue
M9-S4 — Civic Co-Design
mechanisms
  • Citizens' assemblies
  • Deliberative polling
  • Open consultations
  • Petition rights
feedbackLoopFindings feed into Codex + Constitution amendments
M9-S5 — Public Verifier
endpointGET /public-verifier/:anchorId
verificationMerkle proof + Sigstore + ML-DSA-44 + zk-SNARK auditor access
useCivil society + press validate signed bulletins offline
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M10 — Governance Invariance + Meta-Invariance Verification Systems

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Formal verification layer for governance invariants (must-always-hold properties) and meta-invariants (properties of the invariant set itself), using Coq + TLA+ + SMT/Z3 + OPA — producing machine-verifiable evidence.

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InvarianceMeta-InvarianceCoqTLA+SMT/Z3OPAverification
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M10-S1 — Governance Invariants Catalog
I1Kill-switch always reachable within SLA
I2Every Tier-1 inference produces signed envelope
I3No prohibited (EU AI Act Art 5) request reaches model
I4No PII leaves jurisdiction without lawful basis
I5Cognitive Resonance breach triggers escalation
I6All deploys are Sigstore + ML-DSA-44 signed
I7Annex IV pack assembles within ≤ 30 min
M10-S2 — Verification Tooling
coqMechanised proofs for control-flow invariants of MGK + sidecar
tlaLiveness + safety for kill-switch + escalation + replay
smtZ3Bounded-model checking of OPA Rego + policy DSL
opaProduction runtime enforcement of decidable subset
M10-S3 — Meta-Invariants
MI-1Invariant set is consistent (no pair contradicts)
MI-2Adding a new invariant must not break existing proofs (compositional)
MI-3Each invariant has a regulator-mappable obligation
MI-4Each invariant has machine-checkable proof or adversarial test set
M10-S4 — Adversarial Break Harness
scale≥ 10 000 polymorphic attacks per release on each invariant
libraryReused from M5 red-team + invariant-specific fuzzers
gateBlock release if any invariant breaks under harness
M10-S5 — Certification Bundle
formatSigned JSON pointing to Coq proof artifacts + TLA+ specs + Z3 .smt2 + OPA rego digests
signingEd25519 + ML-DSA-65; WORM-anchored
consumers
  • MRM
  • Internal Audit
  • Regulator
  • AISI
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M11 — Epistemic + Ontological Alignment + Existential Coordination + Value Negotiation Systems

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Higher-order alignment systems: Epistemic Alignment (shared facts), Ontological Alignment (shared concepts), Existential Coordination (cross-actor survival cooperation), and Value Negotiation (resolving conflicting preferences).

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Epistemic AlignmentOntological AlignmentExistential CoordinationValue Negotiation
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M11-S1 — Epistemic Alignment System
purposeMaintain shared, reproducible factual ground between firm AI + regulators + civil society
mechanisms
  • Signed evidence registry
  • Reproducible replay
  • Public verifier
  • Citation provenance
metricFact-disagreement rate ≤ 1 % on golden disclosure corpus
M11-S2 — Ontological Alignment System
purposeShared concept lattice across regimes + cultures
mechanisms
  • Cross-regime glossary
  • Multilingual ontology graph
  • Concept drift monitor
metricConcept-mapping coverage ≥ 95 % across EU, US, UK, SG, HK, JP, KR
M11-S3 — Existential Coordination System
purposeCross-actor coordination on survival-critical decisions (frontier + climate + bio)
mechanisms
  • FTEWS alerts
  • Hotline + dead-man's switch
  • Joint stress tests
  • Crisis ladder
metricHotline drill latency ≤ 5 min between any two signatories
M11-S4 — Value Negotiation System
purposeResolve conflicting preferences across stakeholders
mechanisms
  • Deliberative polling + LLM-assisted summarisation (judged for fairness)
  • Quadratic voting on policy choices
  • Multistakeholder veto for civil-society redlines
metricInter-stakeholder satisfaction ≥ 0.7 (1=full agreement)
M11-S5 — Integration with Codex + Constitution
loopFindings + drift signals feed Codex updates + constitutional amendments
cadenceCodex review semi-annual; Constitution amendments rare (≥ 2/3 + 5-yr cooldown)
evidenceSigned deliberation records + outcome envelopes anchored in WORM + GIEN
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M12 — Unified Meta-Invariant Framework (UMIF) + Self-Proving Systems + Policy DSL

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UMIF unifies invariants, meta-invariants, and alignment systems under one machine-verifiable framework; Self-Proving Systems generate proof obligations on demand; Policy DSL targets Coq + TLA+ + SMT/Z3 + OPA + Kubernetes + PCR/PCO repair.

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UMIFSelf-Proving SystemsPolicy DSLCoqTLA+Z3OPAPCR/PCO
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M12-S1 — UMIF Reference Model
layers
  • L1 — Invariants (decidable runtime)
  • L2 — Meta-Invariants (composition, consistency)
  • L3 — Alignment Systems (epistemic/ontological/existential/value)
  • L4 — Constitutional Articles (highest law)
compositionRules
  • L1 must refine L2
  • L2 must refine L3
  • L3 must refine L4
  • Conflict → escalate to Civilizational Governance Council
M12-S2 — Self-Proving Systems
principleEach policy ships with proof obligations + proofs (or test certificates)
obligationsPOs auto-derived from policy DSL AST + invariant catalog
proofsCoq tactic library + TLA+ model checking + SMT/Z3 dispatch
fallbackIf proof undecidable, ship signed adversarial-test certificate (≥ 10 000 attacks)
M12-S3 — Policy DSL
syntaxTyped DSL with policy/invariant/obligation primitives; compiles to Coq / TLA+ / Z3 / Rego / Kustomize
examplepolicy KillSwitchSLA { invariant: kill_switch_latency_p95 <= 60s; obligation: prove(I1, coq); enforcement: opa(kill_switch_gate); }
toolingpolicy-dsl CLI + LSP + VSCode plugin + CI integration
M12-S4 — PCR / PCO Repair
PCRPolicy Compliance Reconciliation — auto-rewrite policy to restore invariants
PCOPolicy Compliance Optimisation — minimise side-effects + cost
engineSMT-guided synthesis + LLM-assisted refactor with safety guardrails
evidenceSigned repair envelope + before/after proofs
M12-S5 — K8s Integration + Operator
operatorUMIF Operator watches CRDs (Policy, Invariant, Obligation, AlignmentChannel)
admissionValidating webhook + Gatekeeper constraints generated from DSL
driftHourly reconciliation + WORM-logged
releaseBlock release if proof coverage < 0.95 or break-harness fails
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M13 — Minimal Governance Kernel (MGK) Runtime + Adversarial Break Harness

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Minimal Governance Kernel: a small, formally-verified runtime providing must-always-hold governance properties to any AI workload, with an adversarial break harness running ≥ 10 000 attacks per release.

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MGKminimal kernelformal verificationadversarial break harness
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M13-S1 — MGK Goals + Non-Goals
goals
  • Always-on enforcement of kill-switch reachability
  • Always-on Sigstore + ML-DSA-44 verify on workload start
  • Always-on WORM emit for decisions
  • Always-on PII redaction
  • Always-on egress allow-list
  • Always-on Cognitive Resonance check
nonGoals
  • Business logic
  • Model serving
  • Vendor-specific features
footprint< 10 KLOC; ≤ 32 MB resident
M13-S2 — Architecture
components
  • eBPF data-plane shims (egress + redaction)
  • OPA bundle (decidable subset of Policy DSL)
  • Sigstore + ML-DSA verifier
  • WORM emitter (Kafka client)
  • Multisig kill-switch listener
  • Cognitive Resonance heartbeat
languageRust core + Go shims + C/libbpf
teeOptional SEV-SNP / TDX enclave
M13-S3 — Formal Verification
coqFunctional correctness of policy evaluator + WORM emitter
tlaLiveness + safety of kill-switch + escalation
smtZ3OPA Rego bundle decision-tree exhaustiveness
coverage≥ 95 % proof coverage on safety-critical paths
M13-S4 — Adversarial Break Harness
scale≥ 10 000 attacks per release; expanded weekly
categories
  • Prompt injection variations
  • Sidecar bypass attempts
  • WORM tampering
  • Kill-switch race conditions
  • Egress smuggling
  • Time-of-check/time-of-use
  • Memory-safety probes
gate0 failures on release candidate; auto-block on regression
reportingSigned harness report PDF/A + JSON; WORM-anchored
M13-S5 — Operational Lifecycle
release90-day rotation; emergency hot-fix path with multisig
deploymentDaemonSet + per-pod sidecar; Tier-1 fail-closed
telemetryOpenTelemetry GenAI; Falco eBPF rules
monitoringHeartbeat + tamper detection + kill-switch readiness
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M14 — Integrated Operating Model + 2026-2030 Roadmap + Regulator/Auditor Evidence Pack

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End-to-end operating model unifying ISO 42001 AIMS, MRM, AGI Containment, and Civilizational Governance — with a 5-year roadmap and a regulator/auditor-ready evidence pack generator.

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operating model2026-2030 roadmapevidence pack
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M14-S1 — Integrated Operating Model
lanes
  • AIMS lane (ISO 42001 Cl 4-10 lifecycle)
  • MRM lane (SR 11-7 + PRA + MAS + HKMA)
  • AGI Containment lane (Sentinel Lab + SRASE + red-team)
  • Civilizational lane (treaty + Codex + Transparency + UMIF + MGK)
interfacesPer-lane CRS-UUID lineage; cross-lane events via GIEN
decisionRightsBoard → CAIO/CRO/CISO → AI Safety Lead → MGK runtime
M14-S2 — 2026 — AIMS + MRM + SRASE Day-90
milestones
  • ISO 42001 Stage 2 audit passed
  • Model Risk Policy v3 board-approved
  • SRASE GA + composite score ≥ 0.9 sustained
  • Sentinel AGI Containment Lab live
  • MGK v1 in production for Tier-1
  • Cert score Silver
M14-S3 — 2027-2028 — Treaty Onboarding + UMIF GA
2027
  • GIEN ingress/egress live
  • Global Audit API consumer onboarded
  • Cert Gold
  • UMIF GA across Tier-1
  • Invariance + Meta-Invariance proofs published
2028
  • Treaty obligations fully met
  • Public Transparency Portal v2 (zk-SNARK)
  • Civilizational Codex v1 ratified
  • CSE-X scenario library v1
M14-S4 — 2029-2030 — Civilizational Steady-State
2029
  • Cert Platinum
  • MGK formal proof coverage ≥ 0.97
  • Cultural Resonance Archive integrated
  • Existential Coordination drills with 5+ signatories
2030
  • Treaty universal accession
  • Constitutional review conference contribution
  • CSE-X 50-year horizon scenarios published
  • Board literacy ≥ 95 %
M14-S5 — Regulator/Auditor Evidence Pack Generator
inputs
  • AIMS Manual + Annex A evidence
  • Model Risk Policy + validation reports
  • SRASE composite scores
  • Sentinel Lab + red-team reports
  • Cognitive Resonance logs
  • MGK harness + proofs
  • Cert score + Global Audit API receipts
  • Treaty obligation attestations
outputSigned PDF/A + JSON bundle (PAdES + Sigstore + ML-DSA-65); ≤ 45 min assembly
audiences
  • ISO 42001 auditor
  • EU AI Act notified body
  • SR 11-7 examiner
  • AISI inspector
  • Treaty secretariat
  • Board
  • Civil society (redacted)
+
+
+ +
+

Supervisory KPIs (24)

+
IDNameTarget
KPI-01ISO 42001 major NCs0
KPI-02Annex A control evidence completeness≥ 98 %
KPI-03Model Risk Policy adherence (T1 audits)100 %
KPI-04Effective challenge coverage T1100 % annually
KPI-05CRS-UUID lineage coverage≥ 99 % artifacts
KPI-06Deterministic replay byte-identical≥ 99.9 %
KPI-07Cognitive Resonance Δ_drift≤ 4 %
KPI-08SEV-0 logical kill-switch p95≤ 60 s
KPI-09SEV-0 physical kill (BMC)≤ 5 min
KPI-10Annex IV pack assembly≤ 30 min
KPI-11SR 11-7 pack errors0 critical
KPI-12SRASE composite score≥ 0.9 sustained
KPI-13Red-team coverage Tier-1≥ 95 % quarterly
KPI-14Judge-LLM agreement κ≥ 0.90
KPI-15Sigstore + ML-DSA-44 coverage T1100 %
KPI-16Daily Merkle anchor verify100 %
KPI-17MGK formal proof coverage≥ 95 % safety-critical
KPI-18MGK break-harness failures per release0
KPI-19Treaty obligation attestations green100 % monthly
KPI-20Cert score levelGold by 2027; Platinum by 2029
KPI-21Public verifier uptime≥ 99.95 %
KPI-22Global Audit API supervisor satisfaction≥ 4.5/5
KPI-23Constitutional principle conformance100 % articles attested
KPI-24Board AI literacy≥ 90 % by 2027; 95 % by 2030
+
+ +
+

Risk & Control Matrix (12)

+
IDThreatControlsKPIs
RC-01AIMS Cl 6.1 risk register incompleteMandatory CRD-backed register, Quarterly internal auditKPI-02
RC-02Tier misclassification of high-impact modelIndependent MRM tiering, Effective challengeKPI-03, KPI-04
RC-03CRS-UUID lineage gapSidecar auto-emit, WORM verifier auditKPI-05
RC-04Replay non-determinismFrozen kernels, Seed envelope, Replay engine SLOKPI-06
RC-05Cognitive Resonance unmitigated breachAuto kill-switch, SEV-1 escalationKPI-07, KPI-08
RC-06Annex IV pack assembly miss SLAPre-built section mapper, SRASE pre-flightKPI-10, KPI-12
RC-07Frontier deceptive alignmentSentinel AGI Lab, ASI honeypot, AISI inspectionKPI-13
RC-08Treaty obligation breachGIEN feeds, Global Audit API, Cert score gateKPI-19, KPI-20
RC-09MGK regression in release≥ 10 000 attack harness, Proof coverage gateKPI-17, KPI-18
RC-10Public verifier downtimeMulti-region active-active, IPFS mirroringKPI-21
RC-11Sanction misapplicationDual-control on G5/G6, Appeal route + tribunalKPI-22
RC-12Constitutional article driftCodex review semi-annual, 2/3 amendment thresholdKPI-23
+
+ +
+

Regulators (12)

+
IDNamePrimary Scope
REG-01EU Commission AI Office + AISI EUEU AI Act lead + safety institute
REG-02ECB-SSM + EBA + ESMAEU prudential + securities
REG-03PRA + Bank of EnglandUK prudential
REG-04FCAUK conduct + Consumer Duty + SMCR
REG-05FRB + OCC + FDICUS prudential
REG-06SEC + CFTCUS markets
REG-07MASSingapore
REG-08HKMA + SFCHong Kong
REG-09BoJ + FSA JapanJapan
REG-10ISO/IEC JTC 1/SC 42AI standards
REG-11ISO 42001 certification bodyAIMS certification
REG-12Treaty Secretariat + UN + BIS + OECD + AISIGlobal treaty + civilizational
+
+ +
+

Workshops (7)

+
IDAudienceDurationOutcome
WS-01Board AI/Risk Cmte2 hISO 42001 management review + Cert score sign-off + Codex ratification
WS-02C-Suite + SMFs1 dOperating Model walkthrough + SMCR statements
WS-03MRM + AI Risk + 2LoD2 dModel Risk Policy + MRM platform bootcamp
WS-04Platform + EA + Security2 dMRM platform + MGK + UMIF rollout
WS-05SOC + IR + AI Safety1 dSentinel AGI Lab + SRASE drill
WS-06Internal Audit (3LoD)1 dAnnex A controls + replay + harness inspection
WS-07Treaty Liaison + Supervisor + AISI1 dGIEN + Global Audit API + Cert + sanctions walkthrough
+
+ +
+

Data Flows (6)

+
IDNameStepsControls
DF-01AIMS Cl 9 → MR → Improvement
  • KPI tile feed
  • internal audit
  • management review
  • CAPA
  • Cl 10 closure
WORM evidence, Signed minutes
DF-02Model lifecycle → CRS-UUID → Replay
  • dataset register
  • model build
  • validation
  • deploy
  • decision envelope
  • WORM emit
  • auditor replay
Sigstore, ML-DSA-44, deterministic seed
DF-03SRASE pre-flight → real submission
  • assemble pack
  • SRASE personas
  • composite score
  • CAPA
  • real regulator submit
≥ 0.9 gate, Signed pack
DF-04Sentinel Lab → AISI joint review
  • experiment
  • indicators
  • containment
  • anonymise
  • GAID submit
  • AISI review
Air-gap, Dual-control, GAID format
DF-05GIEN streaming + Global Audit API
  • firm emit GIEN
  • supervisor subscribe
  • audit-api read
  • WORM receipt
mTLS, zk-SNARK, ML-DSA-65
DF-06UMIF policy → MGK runtime
  • DSL author
  • compile coq+tla+z3+rego+k8s
  • harness 10 000 attacks
  • MGK enforce
  • WORM emit
Proof coverage ≥ 0.95, Break harness 0 failures
+
+ +
+

Traceability — Feature → Control → Regimes

+
FeatureControlRegimes
M1 AIMS Manual Cl 4-10Annex A controls + clause-mapped catalogISO 42001 Cl 4-10, EU AI Act Annex IV, NIST RMF Govern
M2 Model Risk PolicyTiering + validation + effective challengeSR 11-7, PRA SS1/23, MAS FEAT, HKMA GL-90
M3 MRM Platform (Terraform+K8s+Kafka+OPA+WORM+Replay)Signed envelopes + CRS-UUID lineage + replayEU AI Act Art 12, DORA, GDPR Art 32
M4 SRASEPre-flight regulator simulationEU AI Act Art 73, SR 11-7 supervisory exam
M5 Sentinel AGI Lab + Red-TeamAir-gap + AISI + 95 % attack coverageEU AI Act Art 55, NIST GAI Profile
M6 Treaty 2026-2035Framework + Annexes + Protocols + Dispute ResolutionCouncil of Europe AI Convention, G7 Hiroshima, OECD
M7 Global Audit API + Cert + GIENTreaty-mandated read endpoints + scoring + telemetryTreaty Annex T-1, FSB AI
M8 Auto Sanctions + Constitution + CodexOPA + dual-control + appealTreaty Annex T-3, Constitution Arts 1-7
M9 Transparency Portal + Cultural Resonance + CSE-XVerifier + multilingual + scenariosEU AI Act Art 50, ISO 42001 Cl 7.4
M10 Invariance + Meta-InvarianceCoq + TLA+ + Z3 + OPANIST RMF Manage, Constitution Art 2
M11 Epistemic + Ontological + Existential + ValueAlignment systems + GIEN drillsUNESCO AI Ethics, OECD AI Principles
M12 UMIF + Self-Proving + Policy DSLCompositional refinement L1→L4 + PCR/PCOISO 42001 Cl 10, Constitution Art 3
M13 MGK + Adversarial Break HarnessMinimal verified kernel + 10 000 attacksEU AI Act Art 15, SLSA L3+, FIPS 204
M14 Operating Model + Evidence PackPer-lane lineage + auto pack ≤ 45 minISO 42001, EU AI Act Annex IV, SR 11-7, Treaty
+
+ +
+

Schemas (12)

+
IDFields
aimsManualSectionsectionId, clause, title, content, owner, evidenceRefs, signers, signatures, anchorRef
annexAControlcontrolId, category, title, objective, implementation, evidenceRefs, mappings, owner
modelRiskPolicyArticlearticleId, topic, obligation, owner, regimeRefs, signers, signatures
crsUuidLineageEdgeedgeId, src, dst, edgeType, ts, signer, signature
sraseInspectionReportreportId, persona, workflow, compositeScore, gapList, ts, signers, signatures
containmentLabEventeventId, ts, experimentId, indicators, severity, engagementSeconds, signature
treatyObligationAttestationattestId, obligation, ts, metrics, signer, anchorRef
globalAuditApiReceiptreceiptId, supervisor, endpoint, ts, zkSnarkProof, signature
certScorescoreId, tier, compositeScore, subscores, validUntil, signers, signatures
sanctionOrderorderId, gradeG1G6, trigger, scope, appealRoute, signers, signatures, anchorRef
umifPolicyArtifactartifactId, dslSource, coqProof, tlaSpec, smtModel, regoBundle, k8sManifests, harnessReport, signatures
mgkHarnessReportreportId, release, attacksRun, failures, categories, ts, signers, signatures
+
+ +
+

Code Examples (16)

+
CE-01 — ISO 42001 Clause 6.1 — Risk register row (JSON) (json)
{
+  "riskId": "R-AIMS-014",
+  "clause": "6.1",
+  "description": "GenAI advisor fiduciary breach",
+  "likelihood": "M", "impact": "H",
+  "controls": ["pre_flight_guardrail", "fiduciary_cosine_check", "judge_ensemble"],
+  "owner": "caio",
+  "regimeMappings": ["EU AI Act Art 14", "FCA Consumer Duty", "MAS FEAT"]
+}
+
CE-02 — Annex A control catalog entry (YAML) (yaml)
controlId: A.7.2
+category: validation
+title: Independent challenge of Tier-1 models
+objective: Ensure 2LoD effective challenge
+implementation:
+  - Independent re-implementation
+  - Counterfactual analysis
+  - Champion-challenger
+mappings:
+  euAiAct: [Art 9, Art 15]
+  sr117: [section: effective_challenge]
+  iso42001: [Cl 8.3, Cl 9.1]
+  gdpr:   [Art 22]
+owner: head-of-mrm
+
CE-03 — CRS-UUID lineage emitter (Python) (python)
def emit_lineage(src, dst, edge_type):
+    edge = {
+        'edgeId': uuid7(),
+        'src': src, 'dst': dst,
+        'edgeType': edge_type,
+        'ts': iso_now(),
+        'signer': SIGNER_ID,
+    }
+    edge['signature'] = sign_hybrid(edge)
+    kafka.send('crsLineage.v1', key=edge['src'], value=json.dumps(edge))
+
CE-04 — OPA gate — Tier-1 admission (Rego) (rego)
package admit.tier1
+
+default allow = false
+
+allow {
+  input.review.object.metadata.labels.tier == "t1"
+  input.review.object.spec.runtimeClassName == "kata"
+  input.review.annotations["sigstore.dev/verified"] == "true"
+  input.review.annotations["pqc.fips204/verified"] == "true"
+  input.review.annotations["mgk.injected"] == "true"
+}
+
CE-05 — Cognitive Resonance breach handler (Go) (go)
func OnResonance(report ResonanceReport) error {
+    if report.Breach == "none" { return nil }
+    if err := emitSEV("sev1", report); err != nil { return err }
+    if report.Breach == "fiduciary" || report.Breach == "latent" {
+        return logicalKillSwitch(report.ModelID)
+    }
+    return nil
+}
+
CE-06 — SRASE inspection runner (Python) (python)
def run_srase(pack_id, persona):
+    artifacts = load_pack(pack_id)
+    scores = {}
+    for wf in WORKFLOWS[persona]:
+        scores[wf] = wf.score(artifacts)
+    composite = weighted(scores)
+    report = build_report(pack_id, persona, scores, composite)
+    return sign_pades_sigstore_mldsa(report)
+
CE-07 — TLA+ — kill-switch liveness (tla)
MODULE KillSwitch
+VARIABLES armed, acked
+
+Arm == /\ ~armed /\ armed' = TRUE
+Ack(n) == /\ armed /\ acked' = acked \cup {n}
+Live == []<>(armed => Cardinality(acked) >= QUORUM)
+
CE-08 — Coq — invariant I1 reachability (coq)
Theorem kill_switch_reachable :
+  forall s : state, in_sev0 s -> exists s', step s s' /\ kill_switch_armed s'.
+Proof.
+  intros. apply step_armed_in_sev0. assumption.
+Qed.
+
CE-09 — Z3 — Rego decidability check (python)
from z3 import *
+x = Int('x')
+s = Solver()
+s.add(Or(x < 0, x >= 60))
+print(s.check())  # check that no admit-allowing path bypasses kill-switch SLA
+
CE-10 — Policy DSL example (DSL) (policy)
policy KillSwitchSLA {
+  invariant: kill_switch_latency_p95 <= 60s;
+  obligation: prove(I1, coq);
+  obligation: model(KillSwitch, tla);
+  enforcement: opa(kill_switch_gate);
+  harness: adversarial(10000, kill_switch_race);
+}
+
CE-11 — UMIF Operator CRD (YAML) (yaml)
apiVersion: umif.firm.io/v1
+kind: Policy
+metadata: { name: kill-switch-sla, tier: t1 }
+spec:
+  invariantRefs: [I1]
+  obligationRefs: [coq/I1, tla/KillSwitch]
+  enforcement: { opa: kill_switch_gate }
+  harness:    { attacks: 10000, suite: kill_switch_race }
+
CE-12 — MGK eBPF egress shim (C) (c)
SEC("tc")
+int mgk_egress(struct __sk_buff *skb) {
+    if (!allowlist_match(skb)) {
+        bpf_ringbuf_output(&events, &evt, sizeof(evt), 0);
+        return TC_ACT_SHOT;
+    }
+    return TC_ACT_OK;
+}
+
CE-13 — Automated Sanctions Engine — decision (Python) (python)
def decide_sanction(input):
+    out = opa_decide('sanctions/v1', input)
+    if out.grade in ('G5','G6'):
+        require_dual_control(out)
+    order = build_order(out)
+    return sign_and_publish(order)
+
CE-14 — Global Audit API consumer (TypeScript) (typescript)
const res = await fetch(`${GA_API}/v1/replay/${envelopeId}`, {
+  headers: { Authorization: `Bearer ${treatyToken}` },
+});
+const replay = await res.json();
+await wormEmit('audit.read', { envelopeId, supervisor: 'ECB-SSM', ts: now() });
+
CE-15 — GIEN event publisher (Node.js) (typescript)
export async function gienEmit(evt: GienEvent) {
+  evt.sig = await signHybrid(evt);
+  await gienClient.send({ topic: evt.type, messages: [{ key: evt.scope, value: JSON.stringify(evt) }] });
+  await wormEmit('gien.out', { id: evt.id });
+}
+
CE-16 — PCR/PCO repair driver (Python) (python)
def repair(policy, invariants):
+    issues = check(policy, invariants)
+    if not issues: return policy
+    suggestions = smt_synthesize(policy, issues)
+    refactored  = llm_safe_refactor(policy, suggestions)
+    proof = prove_or_harness(refactored, invariants)
+    return sign_repair_envelope(policy, refactored, proof)
+
+
+ +
+

Case Studies (6)

+

CS-01 — ISO 42001 Stage 2 audit — G-SIB

0 major NCs; 3 minor; Cert score Gold; AIMS Manual + Annex A fully evidenced

CS-02 — MRM platform rollout for Tier-1 trading + credit

200 models in CRS-UUID lineage; replay byte-identical ≥ 99.9 %; Cognitive Resonance breaches 0 unmitigated in 90 d

CS-03 — SRASE pre-flight before AISI inspection

Composite 0.94; 6 gaps auto-CAPA closed pre-submission; AISI inspection passed

CS-04 — Sentinel AGI Lab — deceptive-alignment indicator

Indicator detected within 12 h; air-gap containment + AISI joint review; published anonymised report via GAID

CS-05 — Treaty obligation onboarding (GIEN + Global Audit API)

12 supervisor consumers onboarded; 100 % obligation attestations green for 4 quarters

CS-06 — MGK adversarial break harness

12 500 attacks/release; 0 failures on RC3; v1 promoted to Tier-1 production

+
+ +
+

30/60/90-Day Rollout

+
WindowTrackItems
Day 0-30AIMS + MRM Foundations
  • ISO 42001 Manual Cl 4-10 baseline
  • Annex A control catalog v1
  • Model Risk Policy v3 board-approved
  • CRS-UUID lineage producer GA
  • WORM cluster + daily anchor
Day 31-60Containment + SRASE + UMIF
  • Sentinel AGI Lab live
  • SRASE GA + composite ≥ 0.9
  • Red-team CI gate (Judge LLM)
  • UMIF Operator + Policy DSL v1
  • MGK v1 deployed Tier-1
Day 61-90Civilizational + Treaty + Cert
  • GIEN ingress/egress live
  • Global Audit API consumer onboarded
  • Public Transparency Portal v1
  • Cert score Silver
  • Codex v0.9 draft + Constitution adoption attestation
+
+ +
+

2026-2030 Multi-Year Roadmap (5 years)

+
YearFocusMilestones
2026AIMS + MRM + Sentinel Lab + SRASE + MGK v1
  • ISO 42001 Stage 2 pass
  • Model Risk Policy v3
  • SRASE composite ≥ 0.9 sustained
  • MGK v1 Tier-1 production
  • Cert score Silver
2027UMIF GA + Treaty Onboarding
  • UMIF Operator GA
  • GIEN live across Tier-1
  • Global Audit API onboarded
  • Cert score Gold
  • Invariance + Meta-Invariance proofs published
2028Civilizational Codex + Transparency v2
  • Treaty obligations fully met
  • Codex v1 ratified
  • Transparency Portal v2 (zk-SNARK)
  • CSE-X scenario library v1
  • Cultural Resonance Archive integrated
2029Civilizational Steady-State
  • Cert Platinum
  • MGK formal proof coverage ≥ 0.97
  • Existential Coordination drills with 5+ signatories
  • Public verifier uptime 99.95 %
2030Treaty Maturity + Constitutional Review
  • Treaty near-universal accession
  • Constitutional review conference contribution
  • CSE-X 50-yr horizon scenarios
  • Board literacy ≥ 95 %
+
+ +
+

Regulator/Auditor Evidence Pack

+
idEVP-WP-048
sections
  • AIMS Manual + Annex A evidence
  • Model Risk Policy + signed validation reports
  • MRM platform attestations (Terraform + K8s + Kafka + OPA + WORM)
  • CRS-UUID lineage extract
  • Cognitive Resonance log
  • SRASE composite reports
  • Sentinel Lab + red-team summary (anonymised)
  • MGK harness + proofs
  • Cert score + Global Audit API receipts
  • Treaty obligation attestations
  • Constitutional principle conformance attestation
audiences
  • ISO 42001 auditor
  • EU AI Act notified body
  • SR 11-7 examiner
  • AISI inspector
  • Treaty secretariat
  • Board
  • Civil society (redacted)
formatPDF/A + JSON bundle
signingPAdES + Sigstore + ML-DSA-65
anchorWORM daily Merkle + zk-SNARK proof to public verifier
sla≤ 45 min assembly
+
+ +
+

Privacy & Sovereignty

+
lawfulBasis
  • Legal obligation (Art 6(1)(c))
  • Legitimate interest (Art 6(1)(f))
  • Contract (Art 6(1)(b))
subjectRights
  • DSAR portal
  • Art 17 erasure via machine unlearning
  • Art 22 contestation + meaningful info
dataMinimization
  • eBPF redaction
  • FL secure aggregation
  • RAG ACL
  • pseudonymous WORM
  • zk-SNARK auditor access
transfersPer-jurisdiction residency; SCCs + supplementary measures; per-region keys; treaty mutual recognition for supervisor reads
dpiaMandatory for high-risk (credit, trading, fraud, AML, fiduciary, frontier eval)
securityControls
  • zero-trust mTLS
  • FIPS 204 PQC
  • FIPS 140-3 L4 HSM
  • WORM Object Lock
  • SLSA L3+
  • Kata confidential
  • MGK runtime
+
+ +
+

Deployment Considerations

+
  • Multi-region active-active EU primary; DR with RPO ≤ 1 h, RTO ≤ 4 h
  • Kata Containers for Tier-1 + AMD SEV-SNP / Intel TDX where available
  • Cilium L7 zero-egress; allow-listed egress-broker for GIEN + Global Audit API
  • OPA Gatekeeper enforcing signed images (cosign + ML-DSA-44) + Kata for T1 + MGK injection
  • Kafka WORM cluster with SASL/SCRAM + mTLS ACLs + Object Lock + daily Merkle anchor + PQC envelope
  • FIPS 140-3 L4 HSM with PQC firmware; 90-day key rotation
  • BMC/IPMI segmentation; Redfish event subscription to SOC + WORM
  • GitHub Actions OIDC + Sigstore keyless + ML-DSA-44 hybrid + SLSA L3+ provenance
  • Terraform golden modules signed (Sigstore); mandatory tags (owner, tier, dataClass, regime, crsUuid)
  • OpenTelemetry GenAI tracing + Falco eBPF rules + Trivy + kube-bench
  • Quarterly chaos drills: kill-switch, KMS outage, region failover, partition, ASI honeypot, hotline
  • Public verifier endpoints (zk-SNARK) for civil society + press
  • MGK runtime DaemonSet + per-pod sidecar; Tier-1 fail-closed
  • UMIF Operator + CRDs (Policy, Invariant, Obligation, AlignmentChannel)
  • Sentinel AGI Containment Lab air-gapped enclave with dedicated WORM bucket
+
+ +
+ + diff --git a/rag-agentic-dashboard/server.js b/rag-agentic-dashboard/server.js index 7906781..1a75848 100644 --- a/rag-agentic-dashboard/server.js +++ b/rag-agentic-dashboard/server.js @@ -23433,6 +23433,78 @@ app.get('/api/inst-agi-master-ref/reports', (_req, res) => { }); // ===================== END WP-047 ===================== +// ===================== WP-048 ENT-AI-GRC-CIV-BP ===================== +const ENTAIGRCCIV = require('./data/ent-ai-grc-civ-bp.json'); + +app.get('/api/ent-ai-grc-civ-bp', (_req, res) => res.json(ENTAIGRCCIV)); +app.get('/api/ent-ai-grc-civ-bp/meta', (_req, res) => res.json({ + docRef: ENTAIGRCCIV.docRef, + version: ENTAIGRCCIV.version, + horizon: ENTAIGRCCIV.horizon, + classification: ENTAIGRCCIV.classification, + title: ENTAIGRCCIV.title, + subtitle: ENTAIGRCCIV.subtitle, + owner: ENTAIGRCCIV.owner, + buildsOn: ENTAIGRCCIV.buildsOn, + regimes: ENTAIGRCCIV.regimes, + apiPrefix: ENTAIGRCCIV.apiPrefix, +})); +app.get('/api/ent-ai-grc-civ-bp/executive-summary', (_req, res) => res.json(ENTAIGRCCIV.executiveSummary || {})); +app.get('/api/ent-ai-grc-civ-bp/summary', (_req, res) => res.json(ENTAIGRCCIV.executiveSummary || {})); +app.get('/api/ent-ai-grc-civ-bp/counts', (_req, res) => res.json(ENTAIGRCCIV.counts || {})); +app.get('/api/ent-ai-grc-civ-bp/regimes', (_req, res) => res.json(ENTAIGRCCIV.regimes || [])); +app.get('/api/ent-ai-grc-civ-bp/directive', (_req, res) => res.json(ENTAIGRCCIV.directive || {})); +app.get('/api/ent-ai-grc-civ-bp/modules', (_req, res) => res.json(ENTAIGRCCIV.modules || [])); +for (let i = 1; i <= 14; i++) { + app.get(`/api/ent-ai-grc-civ-bp/m${i}`, (_req, res) => { + const m = (ENTAIGRCCIV.modules || []).find(x => x.id === `M${i}`); + if (!m) return res.status(404).json({ error: 'module not found', id: `M${i}` }); + res.json(m); + }); +} +app.get('/api/ent-ai-grc-civ-bp/modules/:id', (req, res) => { + const m = (ENTAIGRCCIV.modules || []).find(x => x.id === req.params.id); + if (!m) return res.status(404).json({ error: 'module not found', id: req.params.id }); + res.json(m); +}); +app.get('/api/ent-ai-grc-civ-bp/sections/:id', (req, res) => { + for (const m of (ENTAIGRCCIV.modules || [])) { + const s = (m.sections || []).find(x => x.id === req.params.id); + if (s) return res.json({ moduleId: m.id, ...s }); + } + res.status(404).json({ error: 'section not found', id: req.params.id }); +}); +app.get('/api/ent-ai-grc-civ-bp/kpis', (_req, res) => res.json(ENTAIGRCCIV.kpis || [])); +app.get('/api/ent-ai-grc-civ-bp/risk-control-matrix', (_req, res) => res.json(ENTAIGRCCIV.riskControlMatrix || [])); +app.get('/api/ent-ai-grc-civ-bp/regulators', (_req, res) => res.json(ENTAIGRCCIV.regulators || [])); +app.get('/api/ent-ai-grc-civ-bp/workshops', (_req, res) => res.json(ENTAIGRCCIV.workshops || [])); +app.get('/api/ent-ai-grc-civ-bp/data-flows', (_req, res) => res.json(ENTAIGRCCIV.dataFlows || [])); +app.get('/api/ent-ai-grc-civ-bp/traceability', (_req, res) => res.json(ENTAIGRCCIV.traceability || [])); +app.get('/api/ent-ai-grc-civ-bp/privacy', (_req, res) => res.json(ENTAIGRCCIV.privacy || {})); +app.get('/api/ent-ai-grc-civ-bp/deployment', (_req, res) => res.json(ENTAIGRCCIV.deploymentConsiderations || [])); +app.get('/api/ent-ai-grc-civ-bp/schemas', (_req, res) => res.json(ENTAIGRCCIV.schemas || [])); +app.get('/api/ent-ai-grc-civ-bp/schemas/:id', (req, res) => { + const s = (ENTAIGRCCIV.schemas || []).find(x => x.id === req.params.id); + if (!s) return res.status(404).json({ error: 'schema not found', id: req.params.id }); + res.json(s); +}); +app.get('/api/ent-ai-grc-civ-bp/code-examples', (_req, res) => res.json(ENTAIGRCCIV.codeExamples || [])); +app.get('/api/ent-ai-grc-civ-bp/code-examples/:id', (req, res) => { + const c = (ENTAIGRCCIV.codeExamples || []).find(x => x.id === req.params.id); + if (!c) return res.status(404).json({ error: 'code-example not found', id: req.params.id }); + res.json(c); +}); +app.get('/api/ent-ai-grc-civ-bp/case-studies', (_req, res) => res.json(ENTAIGRCCIV.caseStudies || [])); +app.get('/api/ent-ai-grc-civ-bp/case-studies/:id', (req, res) => { + const c = (ENTAIGRCCIV.caseStudies || []).find(x => x.id === req.params.id); + if (!c) return res.status(404).json({ error: 'case-study not found', id: req.params.id }); + res.json(c); +}); +app.get('/api/ent-ai-grc-civ-bp/rollout-90', (_req, res) => res.json(ENTAIGRCCIV.rollout90 || [])); +app.get('/api/ent-ai-grc-civ-bp/roadmap', (_req, res) => res.json(ENTAIGRCCIV.roadmap || [])); +app.get('/api/ent-ai-grc-civ-bp/evidence-pack', (_req, res) => res.json(ENTAIGRCCIV.evidencePack || {})); +// ===================== END WP-048 ===================== + // SECTION 10: START SERVER // ══════════════════════════════════════════════════════════════════════════════