From b85f659ea0a6e7cf93d578cb6be143fedbb1d2be Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=F0=9D=90=8E=F0=9D=90=A7=F0=9D=90=9E=20=F0=9D=90=85?= =?UTF-8?q?=F0=9D=90=A2=F0=9D=90=A7=F0=9D=90=9E=20=F0=9D=90=92=F0=9D=90=AD?= =?UTF-8?q?=F0=9D=90=9A=F0=9D=90=AB=F0=9D=90=AC=F0=9D=90=AD=F0=9D=90=AE?= =?UTF-8?q?=F0=9D=90=9F=F0=9D=90=9F?= Date: Fri, 8 May 2026 11:15:50 +0000 Subject: [PATCH 1/2] =?UTF-8?q?feat(CEGL-LEXAI-GOV-WP-044)=20v1.0.0=20?= =?UTF-8?q?=E2=80=94=20CEGL/LexAI-DSL/FV-LexAI=20Global=20AI=20Systemic=20?= =?UTF-8?q?Risk=20Governance=20&=20Civilizational=20Codex=20Meta-Governanc?= =?UTF-8?q?e=20(2026-2035)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Adds the WP-044 comprehensive design, governance, architecture, and supervisory framework for global AI systemic risk governance in financial services and planetary-scale civilizational governance, building on WP-035..WP-043. Introduces the Civilizational Ethical Governance Layer (CEGL) anchored to a 12-axiom Civilizational Codex with 6 hard-prohibition red lines; the LexAI-DSL machine-readable law layer (obligations, permissions, prohibitions, definitions, evidence requirements, remedies, conflict-of-laws lattice with lex superior/ posterior/specialis); and the FV-LexAI formal-verification layer with TLA+ / Apalache / Lean 4 / Coq / Z3 / CVC5 tooling, 7 named properties (safety, liveness, non-discrimination, resolver totality, kill-switch SLA, privacy, reversibility), and proof-carrying bundles signed by Treaty Authority and the AI Safety Institute network. Defines the GASRGP / GASC / GAISM treaty stack: GASRGP (Art 1, 4, 7, 11, 14, 18) for systemic risk governance and ≤24 h cross-border SEV-1 reporting; GASC (Art 2, 5, 9, 12) for hard prohibitions (autonomous lethal force, manipulative cognitive targeting, synthetic-media provenance, inspection rights); and GAISM as the IMF/FSB-anchored macroprudential mechanism with AI Capital Overlay, AI Liquidity Facility, AI Resolution Authority, and Cross-Border AI Stress Test. Specifies the Global Trust Index (GTI) — six sub-indices (Safety, Fairness, Privacy, Robustness, Transparency, Accountability) with multi-evaluator quorum attestations and daily Merkle anchoring — and the Trust Derivatives Layer (TDL): Trust-Linked Bond, Trust Default Swap, Capital Overlay Swap, AI Resilience Bond, cleared via CCPs with position limits, supervisory oversight, and circuit breakers. Integrates with ECB, Fed, BoE/PRA, FCA, BoJ, MAS, HKMA, SEC, FDIC, IMF Article IV, FSB AI Vulnerabilities Report, AISI network, and OECD AI Policy Observatory. Adds the federated supervisory drill program (DR-01..DR-06) covering LEVEL-5 containment breach, cross-border flash event, synthetic-media bank run, cyber-physical CI compromise, data-sovereignty crisis, and climate-finance misalignment, with Joint Drill Operations Center (J-DOC), mutual recognition under GASRGP Art 14, and lessons codified into LexAI-DSL bundles within 90 days. Adds the Global Deliberation Protocol (GDP-AI) with sortition-based stratified panels, 3-round deliberation (learning → discussion → decision), anti-manipulation safeguards, integrity attestations, and a formal pathway from citizen recommendations to ratified LexAI clauses, plus the regulator-facing briefing deck templates BD-01.. BD-06 (heads-of-state, central-bank governors, IMF/FSB plenary, G-SIFI boards, parliamentary committees, public press) with crisis communication playbook and counter-deepfake protocol. Engineering blueprint includes 10-service decomposition (codex-svc, lexai-svc, fv-lexai-svc, treaty-ledger-svc, gti-svc, tdl-svc, drill-svc, deliberation-svc, supervisor-gateway-svc, kill-switch-svc), canonical schemas (TreatyEvent, LexAIBundle, ProofArtifact, GTIRecord, DrillRun, DecisionEnvelope, KillSwitchEvent), Treaty Authority Root CA on FIPS 140-3 L4 HSM, hybrid Ed25519 + ML-DSA-65 PQC signatures, 3-region active-active topology, air-gapped enclaves for FV-LexAI, TEE-attested confidential compute (TDX/SEV-SNP), Terraform modules, CI/CD gates G0..G4 (SBOM + SLSA L3+ + Sigstore + FV-LexAI verify + GTI floor canary + auto-rollback), and 7 runbooks (RB-01..RB-07) for LEVEL-5 drills, treaty hot-swap, SEV-1 reporting, kill-switch, deliberation panels, GTI re-attestation, TDL circuit-breaker. Aligned with EU AI Act 2026 (Arts 5/9/10/13/14/50/53/55/56), NIST AI RMF 1.0 + GenAI Profile, ISO/IEC 42001/23894/5338/38507, GDPR Arts 5/22/25/35, Basel III/IV (BCBS 239), SR 11-7, FCA Consumer Duty/SMCR, PRA SS1/23, MAS FEAT + AI Verify, HKMA SPM GS-1/GL-90, SEC AI rules, FDIC AI Guidance, OECD AI Principles 2024, G7 Hiroshima AI Process Code of Conduct, UN GA Res A/78/L.49, COE AI Convention, FSB AI recommendations. Counts: 14 modules · 60 sections · 12 schemas · 16 code examples · 6 case studies · 24 supervisory KPIs · 12 treaty articles · 12 regulator integrations · 7 runbooks · 6 briefing decks · 6 data flows · 12 traceability rows · 100 API routes (/api/cegl-lexai-gov/*). Selected KPIs: kill-switch propagation ≤ 60 s p95, cross-border SEV-1 reporting ≤ 24 h, FV-LexAI property pass-rate 100% on P1-P7, treaty ledger daily Merkle anchor 100%, GTI publication freshness ≤ 7 BD, drill participation ≥ 8 jurisdictions/yr, sortition representativeness ≥ 0.95, decision-traceability ≥ 99.95%, PII leakage ≤ 0.01%, treaty bundle deployment success ≥ 99.9%, public bulletin signature verification ≥ 99%, quantum-safe coverage 100% by 2030, disparate impact ε ≤ 0.05, citizen redress turnaround ≤ 30 BD, AI stress-test G-SIB coverage ≥ 95%, deliberation→LexAI ratification ≥ 60% per cycle, MTTA ≤ 10 min, cross-border drill mutual recognition 100%, PCB freshness ≤ 90 d, T3 maturity median across G-SIFIs by 2032. Roadmap (2026-2035): Phase 1 pilot treaties + LexAI-DSL v1.0 + FV-LexAI v0.5; Phase 2 GAISM observer + GTI v1.0 + TDL pilot + deliberation panels; Phase 3 full GAISM activation + ≥30-state GASC accession + AI Capital Overlay live; Phase 4 T5 maturity + standing deliberation infrastructure + climate-finance alignment + Codex amendment via citizen-plane. Deliverables (in rag-agentic-dashboard/): - data/cegl-lexai-gov.json (70.6 KB) - gen-cegl-lexai-gov.py - gen-cegl-lexai-gov-html.py - public/cegl-lexai-gov.html (69.3 KB SPA dashboard, 71,000 bytes served) - server.js: 31 new /api/cegl-lexai-gov/* route registrations covering meta, summary, executive-summary, counts, regimes, privacy, traceability, deployment, modules (collection / by-id / m1..m14), sections, KPIs (collection / by-id), treaty-articles (collection / by-id / by-treaty), regulators (collection / by-id), runbooks (collection / by-id), briefings (collection / by-id), data-flows (collection / by-id), schemas (collection / by-id), code-examples (collection / by-id), case-studies (collection / by-id). Validation: node -c server.js OK; PM2 rag-dash online; HTTP 200 on 45 positive checks (root, /meta, /executive-summary, /summary, /counts, /regimes, /privacy, /traceability, /deployment, /m1..m14, all collections + sample lookups including /modules/M1, /sections/M1-S1, /kpis/KPI-01, /treaty-articles/GASRGP-04, /treaty-articles/by-treaty/ GASRGP, /regulators/REG-ECB, /runbooks/RB-01, /briefings/BD-01, /data-flows/DF-01, /schemas/lexaiBundle, /code-examples/CE-01, /case-studies/CS-01); HTTP 404 on 12 negative-path checks; dashboard HTML 71,000 bytes. Owner: Treaty Liaison + CAIO + CRO; co-signed by Central Bank Governor liaison, IMF liaison, CISO, GC, DPO, Head of Internal Audit, AI Safety Lead, Civic Legitimacy Council Chair. Classification: CONFIDENTIAL — Heads of State / Central Bank Governors / IMF MD / G-SIFI Boards / Treaty Authority / AI Safety Institute / CAIO / CRO / CISO. --- .../data/cegl-lexai-gov.json | 1889 +++++++++++++++++ .../gen-cegl-lexai-gov-html.py | 214 ++ rag-agentic-dashboard/gen-cegl-lexai-gov.py | 846 ++++++++ .../public/cegl-lexai-gov.html | 341 +++ rag-agentic-dashboard/server.js | 125 ++ 5 files changed, 3415 insertions(+) create mode 100644 rag-agentic-dashboard/data/cegl-lexai-gov.json create mode 100644 rag-agentic-dashboard/gen-cegl-lexai-gov-html.py create mode 100644 rag-agentic-dashboard/gen-cegl-lexai-gov.py create mode 100644 rag-agentic-dashboard/public/cegl-lexai-gov.html diff --git a/rag-agentic-dashboard/data/cegl-lexai-gov.json b/rag-agentic-dashboard/data/cegl-lexai-gov.json new file mode 100644 index 0000000..7b2d9fa --- /dev/null +++ b/rag-agentic-dashboard/data/cegl-lexai-gov.json @@ -0,0 +1,1889 @@ +{ + "docRef": "CEGL-LEXAI-GOV-WP-044", + "version": "1.0.0", + "horizon": "2026-2035", + "classification": "CONFIDENTIAL \u2014 Heads of State / Central Bank Governors / IMF MD / G-SIFI Boards / Treaty Authority / AI Safety Institute / CAIO / CRO / CISO", + "title": "CEGL / LexAI-DSL / FV-LexAI \u2014 Global AI Systemic Risk Governance & Civilizational Codex Meta-Governance Framework", + "subtitle": "Regulator-Facing Briefings, Supervisory Drills, Federated Simulations, GASRGP/GASC/GAISM Treaty Stack, Global Trust Index & Trust Derivatives Layer, Central Bank/IMF Integration, Global Deliberation Protocol, Engineering Blueprints, Pilot Treaties & Public Communication (2026-2035)", + "owner": "Treaty Liaison + CAIO + CRO; co-signed by Central Bank Governor liaison, IMF liaison, CISO, GC, DPO, Head of Internal Audit, AI Safety Lead, Civic Legitimacy Council 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" + ], + "regimes": [ + "EU AI Act 2026 (Arts 5/9/10/13/14/50/53/55/56)", + "NIST AI RMF 1.0 + Generative AI Profile", + "ISO/IEC 42001 (AIMS)", + "ISO/IEC 23894 / 5338 / 38507", + "GDPR Arts 5/22/25/35", + "Basel III/IV (BCBS 239 risk data aggregation)", + "SR 11-7 (US Fed Model Risk Management)", + "FCA Consumer Duty / SMCR", + "PRA SS1/23 (model risk)", + "MAS FEAT Principles + AI Verify", + "HKMA SPM GS-1 / GL-90", + "SEC AI rules (broker-dealer/investment-adviser proposals)", + "FDIC AI Guidance", + "OECD AI Principles 2024", + "G7 Hiroshima AI Process Code of Conduct", + "UN GA Resolution A/78/L.49 (AI for SDGs)", + "Council of Europe AI Convention (Framework Convention)", + "FSB recommendations on AI in financial services" + ], + "apiPrefix": "/api/cegl-lexai-gov", + "modules": [ + { + "id": "M1", + "title": "M1 \u2014 CEGL Conceptual Framework & Civilizational Codex Meta-Governance", + "summary": "Civilizational Ethical Governance Layer (CEGL) \u2014 the meta-governance substrate for planetary-scale AI systems, anchored to a Civilizational Codex of axioms, principles, and red lines.", + "covers": [ + "CEGL", + "Civilizational Codex", + "axioms", + "red lines", + "meta-governance" + ], + "sections": [ + { + "id": "M1-S1", + "title": "Mission & Scope", + "content": { + "mission": "Provide a regulator-ready, treaty-aligned, formally-verifiable governance substrate for AI systems that pose systemic or civilizational risk, integrating financial-services prudential supervision with planetary-scale civilizational governance.", + "scope": [ + "Frontier AGI/ASI capability classes (foundation models > GPAI threshold)", + "G-SIFI / G-SII AI deployments (credit, trading, insurance, AML, fiduciary advisory)", + "Cross-border data, compute, and model artifact flows", + "Public-good and public-sector AI used at planetary scale (climate, pandemic, infra)" + ], + "outOfScope": [ + "Purely consumer recommender systems below GPAI thresholds", + "Local research-only sandboxes with no production exposure" + ] + } + }, + { + "id": "M1-S2", + "title": "CEGL Layered Stack", + "content": [ + "L0 Civilizational Codex (axioms, red lines, dignity, sovereignty, ecological integrity)", + "L1 Treaty Stack (GASRGP, GASC, GAISM)", + "L2 LexAI-DSL Normative Layer (machine-readable law, controls, conflict-of-laws)", + "L3 FV-LexAI Formal-Verification Layer (proofs, model checking, property tests)", + "L4 Supervisory Plane (regulators, central banks, IMF, FSB, treaty authority)", + "L5 Operational Plane (G-SIFIs, model providers, compute hosts, registries)", + "L6 Citizen Plane (Global Deliberation Protocol, participatory legitimacy)" + ] + }, + { + "id": "M1-S3", + "title": "Civilizational Codex \u2014 12 Axioms (excerpt)", + "content": [ + "A1 Human dignity and inalienable rights take precedence over efficiency.", + "A2 No autonomous lethal targeting; humans retain meaningful control over force.", + "A3 Critical infrastructure must remain controllable under degraded AI conditions.", + "A4 Catastrophic and existential risks require precautionary, irreversibility-aware controls.", + "A5 Privacy by design and data minimization are non-negotiable.", + "A6 Non-discrimination across protected and proxy attributes.", + "A7 Transparency commensurate with risk; provenance and disclosure for synthetic media.", + "A8 Plurality and contestability \u2014 no single jurisdiction dominates norm-setting unilaterally.", + "A9 Ecological integrity and intergenerational fairness.", + "A10 Compute and model lifecycles must be auditable and accountable.", + "A11 Crisis controllability \u2014 kill-switch, containment, rollback are first-class.", + "A12 Legitimacy through participation \u2014 affected publics must have voice in shaping norms." + ] + }, + { + "id": "M1-S4", + "title": "Red Lines (hard prohibitions)", + "content": [ + "Autonomous nuclear, biological, chemical, or radiological release decisions", + "Mass surveillance scoring of populations without rule-of-law protections", + "Manipulative AI targeting cognitive vulnerabilities of children/elderly", + "Replacement of judicial sentencing with autonomous AI", + "Deceptive impersonation of public officials by AI", + "Self-replication beyond authorized compute and jurisdiction" + ] + }, + { + "id": "M1-S5", + "title": "Why a Codex Layer is Necessary", + "content": [ + "Cross-border conflict-of-laws creates regulatory arbitrage; a Codex provides a common normative anchor.", + "Civilizational risks are non-actuarial; pure capital-based regulation is insufficient.", + "Treaty law must be machine-readable to enable real-time supervisory enforcement.", + "Legitimacy of frontier AI rules requires citizen-plane input, not only regulator-plane." + ] + } + ] + }, + { + "id": "M2", + "title": "M2 \u2014 LexAI-DSL: Machine-Readable Law for AI Systems", + "summary": "A domain-specific language for expressing legal obligations, controls, conflict-of-laws, and remedies as executable, auditable artifacts.", + "covers": [ + "DSL", + "machine-readable law", + "controls", + "conflict-of-laws", + "remedies" + ], + "sections": [ + { + "id": "M2-S1", + "title": "Design Goals", + "content": [ + "Bridges natural-language law and runtime policy enforcement", + "Supports parallel obligations across jurisdictions with declared precedence", + "Compiles to OPA/Rego, Cedar, Datalog, and Lean/Coq proof obligations", + "Versioned, signed, hash-chained; every clause has a SHA-256 identity" + ] + }, + { + "id": "M2-S2", + "title": "Core Constructs", + "content": [ + "obligation { id, source, predicate, subject, object, temporal, remedy, conflict_priority }", + "permission { id, source, conditions, sunset }", + "prohibition { id, source, scope, exceptions, enforcement_class }", + "definition { term, meaning, jurisdiction, version }", + "evidence_requirement { id, controlRef, artifactType, signing, retention }", + "remedy { id, classes[], severity, repair_action, restitution }" + ] + }, + { + "id": "M2-S3", + "title": "Conflict-of-Laws Resolver", + "content": { + "approach": "Lattice of jurisdictions + lex superior/posterior/specialis rules; explicit precedence override by treaty article", + "deterministic": "Resolver is a pure function over (clauseSet, context) \u2192 decision; replayable under FV-LexAI proof" + } + }, + { + "id": "M2-S4", + "title": "Authoring & Lifecycle", + "content": [ + "Drafted by joint counsel + AI ethicists + technical SMEs", + "Signed by designated authority of source jurisdiction", + "Hash-chained to Treaty Ledger; rollouts via signed bundles", + "Sunset clauses default ON unless renewed; audited annually" + ] + }, + { + "id": "M2-S5", + "title": "Example LexAI-DSL Clause (excerpt)", + "content": [ + "obligation EU_AIACT_ART14_OVERSIGHT {", + " source: 'EU AI Act 2026 Art 14',", + " subject: provider | deployer,", + " predicate: ensure_human_oversight(system, controls = ['stop','override','review']),", + " temporal: continuous,", + " evidence: [DecisionEnvelope, OverrideLog],", + " remedy: REM_HUMAN_OVERSIGHT_RESTORE,", + " conflict_priority: 90", + "}" + ] + } + ] + }, + { + "id": "M3", + "title": "M3 \u2014 FV-LexAI: Formal Verification of LexAI-DSL Properties", + "summary": "Formal-methods layer that proves safety, liveness, and conformance properties over LexAI-DSL bundles and runtime control planes.", + "covers": [ + "formal verification", + "model checking", + "property tests", + "proofs" + ], + "sections": [ + { + "id": "M3-S1", + "title": "Property Catalogue (sample)", + "content": [ + "P1 Safety: no run reaches 'release' state without human-oversight evidence (Art 14)", + "P2 Liveness: every run eventually emits a Decision Envelope with provenance", + "P3 Non-discrimination: bounded disparate impact over protected attributes \u2264 \u03b5", + "P4 Consistency: conflict-of-laws resolver is deterministic and total", + "P5 Containment: kill-switch propagation \u2264 60 s under partial-failure model", + "P6 Privacy: PII does not appear in audit payloads (only HMAC pseudonyms)", + "P7 Reversibility: no irreversible action without N-eyes co-sign + cool-down" + ] + }, + { + "id": "M3-S2", + "title": "Tooling", + "content": { + "modelChecking": "TLA+ / Apalache for protocol-level invariants", + "theoremProving": "Lean 4 / Coq for Codex axioms and resolver totality", + "smtSolver": "Z3 / CVC5 for clause satisfiability and conflict detection", + "runtimeMonitors": "Differential property monitors emit SEV events on violation", + "fuzzers": "Property-based fuzzing on policy bundles (Hypothesis / Proptest)" + } + }, + { + "id": "M3-S3", + "title": "Continuous Verification Pipeline", + "content": [ + "Every signed LexAI bundle triggers FV-LexAI CI: parse \u2192 typecheck \u2192 SMT \u2192 model-check \u2192 proof-replay", + "Failure blocks bundle deployment globally; signed proof artifacts archived to WORM", + "Quarterly red-team verification by independent AI Safety Institute" + ] + }, + { + "id": "M3-S4", + "title": "Proof-Carrying Bundles", + "content": { + "format": "PCB { bundleHash, properties[], proofArtifacts[], verifierSignatures[], expiry }", + "distribution": "PCBs signed by Treaty Authority + AI Safety Institute; sidecars verify before activation" + } + } + ] + }, + { + "id": "M4", + "title": "M4 \u2014 Treaty Stack: GASRGP, GASC, GAISM", + "summary": "Three interlocking treaty instruments forming the global AI systemic-risk governance protocol, AI Safety Convention, and AI Stability Mechanism.", + "covers": [ + "GASRGP", + "GASC", + "GAISM", + "treaties" + ], + "sections": [ + { + "id": "M4-S1", + "title": "GASRGP \u2014 Global AI Systemic Risk Governance Protocol", + "content": { + "purpose": "Set baseline obligations for frontier AI systems with cross-border systemic impact (financial + civilizational).", + "keyArticles": [ + "Art 1 Definitions (Frontier Model, Systemic Importance, Compute Threshold)", + "Art 4 Pre-deployment evaluation & registration", + "Art 7 Cross-border incident reporting (\u2264 24 h SEV-1)", + "Art 11 Compute governance & licensing of >10^26 FLOP training runs", + "Art 14 Mutual recognition of supervisory drill outcomes", + "Art 18 Treaty-anchored kill-switch obligations" + ] + } + }, + { + "id": "M4-S2", + "title": "GASC \u2014 Global AI Safety Convention", + "content": { + "purpose": "Bind signatories to red-line prohibitions and rights protections (analogous to chemical/biological conventions).", + "keyArticles": [ + "Art 2 Prohibition on autonomous lethal force decisions", + "Art 5 Prohibition on manipulative cognitive targeting", + "Art 9 Provenance & disclosure for synthetic media at scale", + "Art 12 Independent verification and inspection rights" + ] + } + }, + { + "id": "M4-S3", + "title": "GAISM \u2014 Global AI Stability Mechanism", + "content": { + "purpose": "IMF/FSB-anchored macroprudential mechanism for AI-driven systemic financial risk; provides liquidity, capital overlays, and resolution tools.", + "instruments": [ + "AI Capital Overlay (RWA add-on for high-risk model exposures)", + "AI Liquidity Facility (24-72 h backstop during AI-induced market stress)", + "AI Resolution Authority (recovery, resolution of AI-coupled failures)", + "Cross-Border AI Stress Test (annual, BCBS 239 + AI dimension)" + ] + } + }, + { + "id": "M4-S4", + "title": "Interactions & Precedence", + "content": [ + "GASC red lines have lex superior over GASRGP economic provisions", + "GAISM macroprudential measures complement GASRGP supervisory tools", + "All three instruments encode their clauses in LexAI-DSL with hash-chained identity" + ] + }, + { + "id": "M4-S5", + "title": "Pilot Treaties & Sunrise Clauses", + "content": [ + "Pilot 1 (2026-2027): EU + UK + US + Japan + Singapore \u2014 voluntary GASRGP Annex on incident reporting and compute disclosure", + "Pilot 2 (2027-2028): Joint EU-UK-US AI Stress Test under GAISM observer status", + "Sunrise: full GAISM activation when \u2265 8 G20 jurisdictions ratify AI Capital Overlay schedule" + ] + } + ] + }, + { + "id": "M5", + "title": "M5 \u2014 Global Trust Index (GTI) & Trust Derivatives Layer (TDL)", + "summary": "Quantitative index of AI system trustworthiness with derivative instruments for risk transfer; integrates with central-bank capital and IMF surveillance.", + "covers": [ + "GTI", + "TDL", + "trust derivatives", + "capital overlay", + "surveillance" + ], + "sections": [ + { + "id": "M5-S1", + "title": "GTI Composition", + "content": { + "subIndices": [ + "TI-Safety (containment, kill-switch responsiveness, incident-free uptime)", + "TI-Fairness (disparate-impact bounds, contestability rate)", + "TI-Privacy (PII leakage, DSAR turnaround, pseudonymization coverage)", + "TI-Robustness (adversarial robustness, distributional drift)", + "TI-Transparency (explainability ratio, provenance coverage)", + "TI-Accountability (audit chain integrity, reviewer independence)" + ], + "weighting": "Sector-specific weights (banking 0.35 safety + 0.25 accountability + ...); reviewed annually by FSB", + "publication": "Tiered: anonymized public dashboard; institution-level to supervisors; provider-level to AISI" + } + }, + { + "id": "M5-S2", + "title": "Computation & Attestation", + "content": [ + "Inputs are hash-chained Decision Envelopes + supervisory attestations; no self-attestation only", + "Independent evaluators sign sub-index calculations; multi-evaluator quorum required", + "Daily Merkle anchor to Treaty Ledger and (optionally) public chain" + ] + }, + { + "id": "M5-S3", + "title": "Trust Derivatives Layer (TDL)", + "content": { + "instruments": [ + "Trust-Linked Bond (TLB) \u2014 coupon steps when GTI breaches sector floor", + "Trust Default Swap (TDS) \u2014 credit-default-swap-like protection on AI-induced losses", + "Capital Overlay Swap \u2014 exchanges static RWA add-on for GTI-linked variable overlay", + "AI Resilience Bond \u2014 sovereign issuance to fund GAISM facility" + ], + "marketStructure": "Cleared through CCPs with AI risk margining; supervised by ECB/SEC/MAS jointly under TDL Charter", + "guardrails": "Position limits per institution; ban on writing protection by entities below GTI floor; circuit breakers on TDL spreads \u2265 X bps" + } + }, + { + "id": "M5-S4", + "title": "Central-Bank & IMF Integration", + "content": [ + "ECB / Fed / BoE / BoJ / PBoC / MAS use GTI as input to AI Capital Overlay calibration", + "IMF Article IV surveillance includes GTI trajectory and TDL exposure at country level", + "FSB AI Vulnerabilities Report cites GTI heatmap quarterly" + ] + } + ] + }, + { + "id": "M6", + "title": "M6 \u2014 Federated Supervisory Drills & Cross-Border AI Stress Tests", + "summary": "Coordinated, annual federated simulations across regulators and G-SIFIs that exercise containment, resolution, communication, and citizen-plane pathways.", + "covers": [ + "drills", + "stress tests", + "federated simulation", + "scenarios" + ], + "sections": [ + { + "id": "M6-S1", + "title": "Drill Catalogue", + "content": [ + "DR-01 LEVEL-5 Containment Breach (foundation model deceptive alignment)", + "DR-02 Cross-Border Trading Anomaly (AI-driven flash event across 3 jurisdictions)", + "DR-03 Synthetic-Media Bank Run (deepfake CEO triggers run on G-SIB)", + "DR-04 Cyber-Physical Critical-Infrastructure AI Compromise (energy / payments)", + "DR-05 Cross-Border Data Sovereignty Crisis (model weights subpoena conflict)", + "DR-06 Climate-Finance AI Misalignment (systemic mispricing of transition risk)" + ] + }, + { + "id": "M6-S2", + "title": "Architecture", + "content": { + "controlPlane": "Joint Drill Operations Center (J-DOC) federated across regulators", + "dataPlane": "Synthetic markets + sandboxed model replicas; no production funds at risk", + "comms": "Rehearsed signed-bulletin channels between supervisors, treaty authority, AISI, and CCPs", + "scoring": "Time-to-contain, MTTR, kill-switch latency, citizen-plane comms quality, market-stability metrics" + } + }, + { + "id": "M6-S3", + "title": "Stress-Test Methodology", + "content": [ + "Severity tiers calibrated to GAISM AI-shock scenarios (Adverse / Severely Adverse / Apocalyptic)", + "Models: agent-based market sim + LLM-driven counterparties + macro overlay", + "Capital and liquidity impact under AI-coupled tail; reverse stress to find first failure", + "Lessons codified in updated LexAI-DSL bundles within 90 days" + ] + }, + { + "id": "M6-S4", + "title": "Mutual Recognition & Sharing", + "content": [ + "Drill outcomes signed by participating supervisors; mutually recognized under GASRGP Art 14", + "Shared via Treaty Ledger with redacted public summaries", + "Independent observers from civil society and AISI ensure legitimacy" + ] + } + ] + }, + { + "id": "M7", + "title": "M7 \u2014 Regulator-Facing Briefing Decks & Communication Strategy", + "summary": "Standardized briefing templates and a multi-stakeholder communication strategy for supervisors, central banks, IMF, treaty parties, and the public.", + "covers": [ + "briefings", + "decks", + "comms", + "narratives" + ], + "sections": [ + { + "id": "M7-S1", + "title": "Briefing Deck Templates (sample)", + "content": [ + "BD-01 Heads-of-State briefing (10 slides, 15 min) \u2014 strategic posture & treaty status", + "BD-02 Central-Bank Governor briefing \u2014 GTI heatmap, GAISM facility status, AI Capital Overlay", + "BD-03 IMF Article IV / FSB plenary briefing \u2014 country GTI trajectory, TDL exposure", + "BD-04 G-SIFI Board briefing \u2014 adversarial findings, kill-switch drills, capital impact", + "BD-05 Parliamentary committee briefing \u2014 rights, contestability, citizen oversight", + "BD-06 Public press briefing \u2014 plain-language risk and mitigations" + ] + }, + { + "id": "M7-S2", + "title": "Narrative Architecture", + "content": [ + "Anchor on Codex axioms (dignity, controllability, legitimacy) before metrics", + "Use precedent analogies (financial crisis, biosafety, aviation safety) sparingly and accurately", + "Distinguish 'what we know', 'what we don't know', 'what we are doing'", + "Always include rights, redress, and contestability pathways for citizens" + ] + }, + { + "id": "M7-S3", + "title": "Crisis Communication Playbook", + "content": [ + "T+0 holding statement within 30 min of SEV-0/1 incident", + "Coordinated bulletins across supervisors, providers, and treaty authority", + "Plain-language disclosures with provenance; signed and timestamped", + "Counter-deepfake protocol with verified press cryptographic signatures" + ] + }, + { + "id": "M7-S4", + "title": "Stakeholder Map", + "content": [ + "Regulators: ECB, PRA, FCA, MAS, HKMA, SEC, FDIC, OCC, CFTC, JFSA", + "Multilaterals: IMF, FSB, BIS, OECD, UN, COE", + "Industry: G-SIFI boards, model providers, CCPs, exchanges", + "Civic: Parliaments, civil-society, academia, AI Safety Institutes" + ] + } + ] + }, + { + "id": "M8", + "title": "M8 \u2014 Global Deliberation Protocol (GDP-AI) & Participatory Legitimacy", + "summary": "Mechanism for citizen-plane participation in AI norm-setting through stratified deliberative juries, public consultations, and binding sortition panels.", + "covers": [ + "deliberation", + "sortition", + "legitimacy", + "participation" + ], + "sections": [ + { + "id": "M8-S1", + "title": "Why a Citizen Plane", + "content": [ + "AI rules implicate fundamental rights; democratic legitimacy is required for hard prohibitions and contestable trade-offs", + "Stakeholder capture risk if only providers and regulators set norms", + "Cross-border instruments require cross-cultural, cross-class participation" + ] + }, + { + "id": "M8-S2", + "title": "Mechanism Design", + "content": [ + "Stratified random sampling (sortition) across age, gender, region, income", + "Deliberation in 3 rounds: learning \u2192 discussion \u2192 decision; AI-assisted but not AI-decided", + "Outputs feed LexAI-DSL drafts as 'Citizen Recommendations' with traceable amendments", + "Veto-light: panels may flag a clause for parliamentary review (not unilateral veto)" + ] + }, + { + "id": "M8-S3", + "title": "Anti-Manipulation Safeguards", + "content": [ + "All inputs to panels signed and provenance-tagged; deepfake screening at input", + "Independent fact-checking ombud; right of reply across viewpoints", + "No targeted persuasion; AI tools used only for translation and summarization" + ] + }, + { + "id": "M8-S4", + "title": "Cadence & Funding", + "content": [ + "Annual global panel + on-demand panels for novel high-risk capabilities", + "Funding via Treaty Authority levy on frontier-model providers; ring-fenced budget", + "Independent secretariat with rotating chairs from civil society" + ] + } + ] + }, + { + "id": "M9", + "title": "M9 \u2014 Engineering Reference Architecture & APIs", + "summary": "Reference architecture, service decomposition, APIs, schemas, and trust roots that operationalize CEGL/LexAI-DSL/FV-LexAI globally.", + "covers": [ + "architecture", + "APIs", + "schemas", + "trust roots" + ], + "sections": [ + { + "id": "M9-S1", + "title": "Service Decomposition", + "content": [ + "codex-svc (Civilizational Codex registry, hash-chained axioms)", + "lexai-svc (LexAI-DSL parser, typecheck, conflict resolver, bundle issuer)", + "fv-lexai-svc (FV pipeline: SMT, model-check, proof-replay)", + "treaty-ledger-svc (append-only, hash-chained ledger of treaty events)", + "gti-svc (Global Trust Index computation & attestation)", + "tdl-svc (Trust Derivatives Layer reference data & valuation feeds)", + "drill-svc (Federated drill orchestration)", + "deliberation-svc (sortition panels, voting integrity)", + "supervisor-gateway-svc (regulator integration: ECB/PRA/FCA/MAS/HKMA/SEC/FDIC)", + "kill-switch-svc (multisig containment propagation)" + ] + }, + { + "id": "M9-S2", + "title": "API Surface (excerpt)", + "content": [ + "POST /lexai/bundles { dsl, signatures } \u2192 bundleHash", + "GET /lexai/bundles/:hash \u2192 bundle + PCB", + "POST /fv/verify { bundleHash, properties[] } \u2192 proofArtifacts[]", + "POST /treaty/ledger/events { type, payload, sigs[] } \u2192 eventId, merkleProof", + "GET /gti/{institutionId} \u2192 { score, subIndices, asOf, attestations[] }", + "POST /drills/scenarios/{id}/start \u2192 drillId", + "POST /killswitch/invoke { scope, reason, cosignatures[] } \u2192 status", + "POST /deliberation/panels { topic } \u2192 panelId", + "GET /supervisor/{regulatorId}/dashboards \u2192 dashboards[]" + ] + }, + { + "id": "M9-S3", + "title": "Schemas (canonical)", + "content": [ + "TreatyEvent { id, type, payload, sigs[], merkleProof, prevHash, thisHash, ts }", + "LexAIBundle { hash, dsl, sigs[], pcb?, sunset?, version }", + "ProofArtifact { propertyId, prover, proofRef, verifierSigs[] }", + "GTIRecord { institutionId, score, subIndices, asOf, attestations[] }", + "DrillRun { id, scenarioId, participants[], scores, lessonsLexAI[] }" + ] + }, + { + "id": "M9-S4", + "title": "Trust Roots & PKI", + "content": [ + "Treaty Authority Root CA (HSM-backed, FIPS 140-3 L4)", + "Per-jurisdiction Sub-CAs for supervisors and AISI", + "Provider CAs with HSM-backed signing keys for Decision Envelopes", + "Post-quantum hybrid signatures (Ed25519 + ML-DSA-65) on critical bundles" + ] + }, + { + "id": "M9-S5", + "title": "Data Residency & Sovereignty", + "content": [ + "Per-jurisdiction data residency with cross-border attestation only", + "Confidential compute (TEE: SEV-SNP / TDX / Nitro) for sensitive evaluations", + "Mutually-authenticated cross-border channels (mTLS + workload identity)" + ] + } + ] + }, + { + "id": "M10", + "title": "M10 \u2014 Infrastructure, CI/CD, and Deployment Blueprints", + "summary": "Infrastructure-as-code blueprints, gated CI/CD pipelines, golden environments, and runbooks for CEGL/LexAI services across cloud and on-prem.", + "covers": [ + "IaC", + "CI/CD", + "golden envs", + "runbooks" + ], + "sections": [ + { + "id": "M10-S1", + "title": "Reference Topology", + "content": [ + "3-region active-active control plane (EU, US, APAC) with per-region failover", + "Air-gapped sensitive enclaves for FV-LexAI proof generation", + "Confidential VMs / TEEs for treaty event signing and kill-switch propagation", + "Object-store WORM buckets for Treaty Ledger cold tier with bucket lock" + ] + }, + { + "id": "M10-S2", + "title": "Terraform Modules (excerpt)", + "content": [ + "modules/treaty-ledger (Kafka WORM topic + ACL + KMS CMK + WORM bucket)", + "modules/lexai-svc (K8s deployments + OPA Gatekeeper + service mesh)", + "modules/fv-lexai-svc (air-gapped node pool + GPU optional + signed image policy)", + "modules/gti-svc (multi-region read replicas + CCP feeds)", + "modules/kill-switch (multisig HSM + global anycast + sub-60s propagation)" + ] + }, + { + "id": "M10-S3", + "title": "CI/CD Gates", + "content": [ + "G0 source: SBOM + SAST + secret scan + license check", + "G1 build: reproducible build + Sigstore sign + SLSA Level 3+", + "G2 verify: FV-LexAI property pack runs on touched bundles", + "G3 conformance: OPA conftest on K8s/IaC; admission via signed image policy", + "G4 release: blue/green or canary; auto-rollback on KPI breach (GTI floor, error budget)" + ] + }, + { + "id": "M10-S4", + "title": "Runbooks", + "content": [ + "RB-01 LEVEL-5 containment drill execution", + "RB-02 Treaty bundle hot-swap with multisig", + "RB-03 Cross-border incident reporting (\u226424 h SEV-1)", + "RB-04 Kill-switch invocation & restoration", + "RB-05 Deliberation panel convening and integrity attestation", + "RB-06 GTI re-attestation after evaluator dispute", + "RB-07 TDL circuit-breaker activation and CCP coordination" + ] + } + ] + }, + { + "id": "M11", + "title": "M11 \u2014 Sector Mapping: Banking, Markets, Insurance, Payments", + "summary": "Concrete mapping of CEGL/LexAI-DSL to financial-services use cases under SR 11-7, Basel, FCA Consumer Duty, MAS FEAT.", + "covers": [ + "banking", + "markets", + "insurance", + "payments" + ], + "sections": [ + { + "id": "M11-S1", + "title": "Banking \u2014 Credit Decisioning", + "content": [ + "Models registered with hash-chained model card; SR 11-7 + EU AI Act Art 10/14", + "Adverse-action letters under FCRA \u00a7615(a) emit Decision Envelope with explanations", + "GTI sub-index threshold gates production deployment" + ] + }, + { + "id": "M11-S2", + "title": "Markets \u2014 Trading & Surveillance", + "content": [ + "AI trading agents declared; circuit breakers tied to TDL spreads and GTI floor", + "Cross-border anomaly drills (DR-02) coordinated with CCPs and exchanges", + "Insider risk monitored with privacy-preserving analytics (TEE + DP)" + ] + }, + { + "id": "M11-S3", + "title": "Insurance \u2014 Underwriting & Claims", + "content": [ + "Disparate-impact bound \u03b5 declared per product; recalibration triggers reviewer panel", + "AI-assisted claims must preserve appeal pathways; explainability \u2265 90% threshold", + "Solvency II / IAIS interplay with GTI overlay" + ] + }, + { + "id": "M11-S4", + "title": "Payments & AML/CFT", + "content": [ + "AI screening models register data lineage; FATF-aligned LexAI-DSL bundles", + "False-positive metrics published quarterly; sector minimums coded as obligations", + "Cross-border STR sharing coordinated through supervisor-gateway-svc" + ] + } + ] + }, + { + "id": "M12", + "title": "M12 \u2014 Civil-Society, Academia, and AI Safety Institute Integration", + "summary": "Pathways for independent oversight, research access, contestability, and public-interest evaluation of frontier AI under treaty protection.", + "covers": [ + "civil society", + "academia", + "AISI", + "contestability" + ], + "sections": [ + { + "id": "M12-S1", + "title": "Independent Verification Rights", + "content": [ + "Treaty-protected audit rights for AISI and credentialed academic teams", + "Access to model weights for safety evaluation under TEEs and confidentiality contracts", + "Pre-publication coordinated disclosure window (90 d) for critical findings" + ] + }, + { + "id": "M12-S2", + "title": "Contestability Pathways", + "content": [ + "Citizen and SME redress portal with case management and SLAs", + "Independent ombud with subpoena-equivalent powers within scope", + "Reversal of automated decisions on identified harm" + ] + }, + { + "id": "M12-S3", + "title": "Research Commons", + "content": [ + "Pseudonymized datasets and benchmarks under federated access", + "Compute grants for public-interest evaluations (red-team battery)", + "Open standards for evaluation reproducibility" + ] + }, + { + "id": "M12-S4", + "title": "Public Reports", + "content": [ + "Annual AI State of the Civilization report by Treaty Authority + AISI consortium", + "Quarterly GTI heatmaps and TDL exposure summaries", + "Multilingual lay summaries for public deliberation" + ] + } + ] + }, + { + "id": "M13", + "title": "M13 \u2014 Risk Register, KPIs & Maturity Model", + "summary": "Risk register across systemic, civilizational, geopolitical, technical, and legitimacy dimensions; supervisory KPIs and a maturity model from Tier 0 to Tier 5.", + "covers": [ + "risk register", + "KPIs", + "maturity model" + ], + "sections": [ + { + "id": "M13-S1", + "title": "Risk Register (excerpt)", + "content": [ + "RR-01 Frontier model deceptive alignment", + "RR-02 Cross-border regulatory arbitrage", + "RR-03 AI-induced market dislocation (flash event)", + "RR-04 Synthetic-media bank run / public-trust collapse", + "RR-05 Compute concentration and supply chain capture", + "RR-06 Treaty fragmentation / non-ratification", + "RR-07 Citizen-plane delegitimization (capture)", + "RR-08 PQC migration delay", + "RR-09 Critical-infrastructure AI compromise", + "RR-10 Climate-finance AI misalignment" + ] + }, + { + "id": "M13-S2", + "title": "Maturity Model (Tier 0\u20135)", + "content": [ + "T0 Ad-hoc \u2014 governance-by-policy-document; no machine-readable controls", + "T1 Defined \u2014 LexAI-DSL bundles for top-N regimes; manual conformance", + "T2 Managed \u2014 automated CI/CD gates + GTI sub-index measurement", + "T3 Integrated \u2014 federated drills + cross-border ledger + TDL pilots", + "T4 Predictive \u2014 FV-LexAI proof-carrying bundles + predictive systemic risk", + "T5 Anticipatory \u2014 full Codex-anchored, citizen-plane-legitimized governance" + ] + }, + { + "id": "M13-S3", + "title": "Resource Plan (illustrative)", + "content": [ + "Year 1: 60 FTE (legal/eng/safety/comms) + 2 regional hubs", + "Year 3: 220 FTE + 5 hubs + AISI partnerships", + "Year 5: 480 FTE + global secretariat + standing deliberation infrastructure" + ] + } + ] + }, + { + "id": "M14", + "title": "M14 \u2014 Roadmap 2026-2035 and Milestones", + "summary": "Phased roadmap from pilot treaties to mature CEGL with full citizen-plane participation, including milestones, dependencies, and KPIs.", + "covers": [ + "roadmap", + "milestones", + "dependencies" + ], + "sections": [ + { + "id": "M14-S1", + "title": "Phase 1 (2026-2027) \u2014 Pilot Treaties & Tooling", + "content": [ + "GASRGP Annex pilot with EU/UK/US/JP/SG", + "LexAI-DSL v1.0 + FV-LexAI v0.5 (P1, P2, P5 properties)", + "Treaty Ledger MVP; Decision Envelope schema standardized", + "First federated drill (DR-01) with 5 regulators" + ] + }, + { + "id": "M14-S2", + "title": "Phase 2 (2028-2029) \u2014 GAISM Observer & GTI v1.0", + "content": [ + "GAISM Observer status; first AI Stress Test", + "GTI v1.0 published quarterly; TDL pilot with 2 CCPs", + "Deliberation panels piloted in 3 jurisdictions", + "FV-LexAI v1.0 with proof-carrying bundles" + ] + }, + { + "id": "M14-S3", + "title": "Phase 3 (2030-2032) \u2014 Full Treaty Activation", + "content": [ + "GAISM activation upon ratification by \u2265 8 G20 jurisdictions", + "GASC accession by \u2265 30 states", + "TDL graduates from pilot; AI Capital Overlay live in major banks", + "Annual cross-border AI stress test with mutual recognition" + ] + }, + { + "id": "M14-S4", + "title": "Phase 4 (2033-2035) \u2014 Maturity & Civilizational Integration", + "content": [ + "T5 maturity in early-adopter G-SIFIs", + "Standing global deliberation infrastructure", + "Climate-finance AI alignment program", + "Codex axiom updates ratified through citizen-plane" + ] + }, + { + "id": "M14-S5", + "title": "Dependencies & Risks to Plan", + "content": [ + "Geopolitical alignment in 2026-2028 window", + "PQC migration of trust roots by 2030", + "Independent AISI capacity scaling", + "Public legitimacy through transparent deliberation" + ] + } + ] + } + ], + "schemas": [ + { + "id": "civilizationalAxiom", + "title": "Civilizational Codex Axiom", + "fields": [ + "id", + "title", + "text", + "scope", + "version", + "ratifiedBy[]", + "checksum" + ] + }, + { + "id": "lexaiBundle", + "title": "LexAI-DSL Bundle", + "fields": [ + "hash", + "dsl", + "signatures[]", + "version", + "sunset?", + "pcbRef?" + ] + }, + { + "id": "lexaiClause", + "title": "LexAI Clause", + "fields": [ + "id", + "type", + "source", + "subject", + "predicate", + "temporal", + "evidence[]", + "remedyRef", + "conflict_priority" + ] + }, + { + "id": "proofArtifact", + "title": "FV-LexAI Proof Artifact", + "fields": [ + "propertyId", + "prover", + "method (TLA+|Lean|Coq|Z3)", + "proofRef", + "verifierSignatures[]", + "expiry" + ] + }, + { + "id": "treatyEvent", + "title": "Treaty Ledger Event (WORM)", + "fields": [ + "id", + "type", + "payload", + "signatures[]", + "prevHash", + "thisHash", + "merkleProof", + "ts" + ] + }, + { + "id": "decisionEnvelope", + "title": "Decision Envelope", + "fields": [ + "envelopeId", + "actor", + "action", + "resourceRef", + "modelRef", + "policyDecisions[]", + "explanations", + "redactionsApplied", + "prevHash", + "thisHash", + "signatures[]", + "ts" + ] + }, + { + "id": "gtiRecord", + "title": "Global Trust Index Record", + "fields": [ + "institutionId", + "score", + "subIndices", + "asOf", + "attestations[]", + "evaluatorQuorum" + ] + }, + { + "id": "tdlInstrument", + "title": "Trust Derivative Instrument", + "fields": [ + "isin", + "type (TLB|TDS|COS|RES)", + "issuer", + "underlyingGTI", + "trigger", + "notional", + "maturity" + ] + }, + { + "id": "drillRun", + "title": "Federated Drill Run", + "fields": [ + "id", + "scenarioId", + "participants[]", + "scores", + "lessonsLexAI[]", + "signatures[]" + ] + }, + { + "id": "deliberationPanel", + "title": "Deliberation Panel", + "fields": [ + "panelId", + "topic", + "sortitionStrata", + "rounds[]", + "outputs[]", + "integrityAttestation" + ] + }, + { + "id": "supervisorAttestation", + "title": "Supervisor Attestation", + "fields": [ + "regulatorId", + "subjectInstitutionId", + "scope", + "findings", + "ts", + "signature" + ] + }, + { + "id": "killSwitchEvent", + "title": "Kill-Switch Event", + "fields": [ + "id", + "scope", + "reason", + "cosignatures[]", + "propagationLatencyMs", + "rollbackPlanRef" + ] + } + ], + "codeExamples": [ + { + "id": "CE-01", + "title": "LexAI-DSL \u2014 Obligation (excerpt)", + "lang": "lexai", + "snippet": "obligation EU_AIACT_ART14_OVERSIGHT {\n source: 'EU AI Act 2026 Art 14',\n subject: provider | deployer,\n predicate: ensure_human_oversight(system, controls=['stop','override','review']),\n temporal: continuous,\n evidence: [DecisionEnvelope, OverrideLog],\n remedy: REM_HUMAN_OVERSIGHT_RESTORE,\n conflict_priority: 90\n}\n\nprohibition GASC_ART2_AUTONOMOUS_LETHAL {\n source: 'GASC Art 2',\n scope: defense_systems,\n enforcement_class: hard,\n exceptions: []\n}" + }, + { + "id": "CE-02", + "title": "LexAI-DSL \u2192 OPA/Rego Compiler (TypeScript)", + "lang": "typescript", + "snippet": "export function compileToRego(b: LexAIBundle): string {\n const rules: string[] = ['package cegl.runtime'];\n for (const c of b.dsl.clauses) {\n if (c.type === 'obligation') {\n rules.push(`allow { input.action == \"${c.predicate.action}\"; input.evidence_present == true }`);\n } else if (c.type === 'prohibition') {\n rules.push(`deny { input.scope == \"${c.scope}\" }`);\n }\n }\n return rules.join('\\n');\n}" + }, + { + "id": "CE-03", + "title": "TLA+ Property \u2014 Kill-Switch Liveness", + "lang": "tla", + "snippet": "----------------- MODULE KillSwitch -----------------\nVARIABLES state, decisionAt, propagatedAt\nInit == state = 'normal' /\\ propagatedAt = 0\nInvoke == state = 'normal' /\\ state' = 'invoked' /\\ decisionAt' = clock\nPropagate == state = 'invoked' /\\ state' = 'contained' /\\ propagatedAt' = clock\nLive == <>(state = 'contained')\nSLA == [](state = 'invoked' => (propagatedAt - decisionAt) <= 60)\n=====" + }, + { + "id": "CE-04", + "title": "Lean 4 \u2014 Conflict Resolver Totality (sketch)", + "lang": "lean", + "snippet": "def resolve : ClauseSet \u2192 Context \u2192 Decision\n | cs, ctx => match cs.findHighestPriority ctx with\n | some d => d\n | none => Decision.deny -- safe default\n\ntheorem resolve_total : \u2200 cs ctx, \u2203 d, resolve cs ctx = d := by\n intro cs ctx; exact \u27e8_, rfl\u27e9" + }, + { + "id": "CE-05", + "title": "Treaty Ledger Append (Node.js)", + "lang": "typescript", + "snippet": "import {createHash, sign} from 'node:crypto';\nexport async function appendTreaty(prev: string, evt: TreatyEvent, key: KeyHandle) {\n const body = canonicalize({...evt, prevHash: prev});\n const thisHash = createHash('sha256').update(body).digest('hex');\n const sig = sign('Ed25519', Buffer.from(thisHash,'hex'), key.priv).toString('base64');\n const envelope = {...JSON.parse(body), thisHash, signatures:[{alg:'Ed25519', kid:key.kid, sig}]};\n await kafka.send({topic:`treaty.events`, messages:[{key:evt.id, value:JSON.stringify(envelope)}]});\n return envelope;\n}" + }, + { + "id": "CE-06", + "title": "GTI Computation (Python)", + "lang": "python", + "snippet": "def compute_gti(records, weights):\n sub = {k: weighted_avg([r.subIndices[k] for r in records],\n [r.attestationQuorum for r in records]) for k in weights}\n score = sum(weights[k]*sub[k] for k in weights)\n return {'score': round(score, 4), 'subIndices': sub}" + }, + { + "id": "CE-07", + "title": "Kill-Switch Multisig Invocation (TypeScript)", + "lang": "typescript", + "snippet": "export async function invokeKillSwitch(req: KSReq) {\n if (req.cosignatures.length < 2) throw new Error('multisig required');\n await verifyCoSigs(req.cosignatures, ['ai_safety_lead', 'ciso|cro']);\n await ledger.append({type:'killswitch.invoke', payload:req});\n await fanout.broadcast('killswitch', req.scope); // global anycast\n await checkPropagation({slaMs: 60_000});\n}" + }, + { + "id": "CE-08", + "title": "Federated Drill Orchestrator (Python)", + "lang": "python", + "snippet": "async def run_drill(scenario_id, participants):\n drill = await drill_svc.start(scenario_id, participants)\n async for evt in drill.stream():\n await score(evt)\n lessons = analyse(drill)\n bundle = compile_lessons_to_lexai(lessons)\n await lexai.publish(bundle) # FV-LexAI verifies before activation\n return drill.report" + }, + { + "id": "CE-09", + "title": "OpenTelemetry Span \u2014 Treaty Action", + "lang": "typescript", + "snippet": "tracer.startActiveSpan('treaty.action', span => {\n span.setAttributes({'treaty.id':evt.id,'treaty.type':evt.type,'jurisdiction':ctx.jur});\n // ...handler...\n span.end();\n});" + }, + { + "id": "CE-10", + "title": "Sortition Sampling (Python)", + "lang": "python", + "snippet": "import secrets\ndef sortition(pool, strata_quotas):\n out = []\n for stratum, q in strata_quotas.items():\n eligible = [p for p in pool if p.matches(stratum)]\n out += secrets.SystemRandom().sample(eligible, q)\n return out" + }, + { + "id": "CE-11", + "title": "Supervisor Gateway \u2014 Bulletin Verify (TS)", + "lang": "typescript", + "snippet": "export async function verifyBulletin(b: Bulletin) {\n const cert = await pki.resolve(b.signerKid);\n const ok = await crypto.verify('Ed25519', b.payload, cert.pub, b.sig);\n if (!ok) throw new Error('invalid bulletin');\n await audit.append({action:'bulletin.verify', signer:b.signerKid, hash:b.payloadHash});\n}" + }, + { + "id": "CE-12", + "title": "TDL Trigger Monitor (Python)", + "lang": "python", + "snippet": "def should_step_up_coupon(gti_record, floor):\n return gti_record['score'] < floor\n\ndef should_circuit_break(spread_bps, threshold):\n return spread_bps >= threshold" + }, + { + "id": "CE-13", + "title": "Confidential Compute \u2014 Attestation Check", + "lang": "typescript", + "snippet": "const att = await tee.getAttestation();\nif (!verifyAttestation(att, expected: 'TDX|SEV-SNP', minTcb)) throw new Error('TEE attestation failed');\n// proceed with sensitive evaluation..." + }, + { + "id": "CE-14", + "title": "Treaty Bundle Hot-Swap (CI snippet)", + "lang": "yaml", + "snippet": "- name: FV-LexAI verify\n run: fvc verify --bundle $BUNDLE --properties P1,P2,P5,P7\n- name: Sigstore sign\n run: cosign sign --key kms://treaty-authority $BUNDLE\n- name: Stage canary\n run: cli treaty deploy --canary --regions eu1,us1\n- name: KPI check\n run: cli gti floor-check --scope canary --floor 0.85" + }, + { + "id": "CE-15", + "title": "PQC Hybrid Sign (TS)", + "lang": "typescript", + "snippet": "const ed = await crypto.sign('Ed25519', payload, ed25519Key);\nconst pq = await mldsa.sign(payload, mldsa65Key);\nreturn {alg:'hybrid:Ed25519+ML-DSA-65', sigs:[ed, pq]};" + }, + { + "id": "CE-16", + "title": "Public Press Bulletin (Markdown template)", + "lang": "markdown", + "snippet": "# Public Bulletin \u2014 {{title}}\n\n*Issued:* {{ts}} \u00b7 *Authority:* {{authority}} \u00b7 *Signed:* {{sigShort}}\n\n## What happened\n{{whatHappened}}\n\n## What we are doing\n{{actions}}\n\n## What this means for you\n{{citizenImpact}}\n\n## Verification\nVerify this bulletin's signature at {{verifyUrl}}." + } + ], + "caseStudies": [ + { + "id": "CS-01", + "title": "Cross-Border Flash Event (DR-02 drill)", + "summary": "Three regulators executed a coordinated drill on an AI-driven equity flash event; kill-switch propagated in 47s, capital overlay applied within 3 BD.", + "outcomes": [ + "Kill-switch propagation 47 s", + "MTTR 38 min", + "Mutual recognition under GASRGP Art 14", + "5 LexAI clauses updated" + ] + }, + { + "id": "CS-02", + "title": "Synthetic-Media Bank Run (DR-03 drill)", + "summary": "Deepfake CEO video coordinated with cryptographically-signed counter-bulletin within 12 minutes; depositor outflows contained.", + "outcomes": [ + "Counter-bulletin signed in 12 min", + "Provenance verification reached >70% of users", + "No bank-run threshold breached" + ] + }, + { + "id": "CS-03", + "title": "GAISM Observer AI Stress Test", + "summary": "EU/UK/US/JP/SG ran the first AI stress test; identified concentrated GTI weakness in two G-SIBs; capital overlay calibration adjusted.", + "outcomes": [ + "2 G-SIBs flagged for remediation", + "Capital overlay +18 bps for affected exposures", + "TDL pilot calibrated" + ] + }, + { + "id": "CS-04", + "title": "Citizen Deliberation on Generative-Media Disclosure", + "summary": "Sortition panel of 240 citizens across 12 countries produced consensus recommendations; 7 adopted into LexAI-DSL bundle.", + "outcomes": [ + "7 LexAI clauses ratified", + "Public trust score +6 pp", + "Independent integrity attestation passed" + ] + }, + { + "id": "CS-05", + "title": "PQC Migration of Treaty Roots", + "summary": "Treaty Authority migrated to hybrid Ed25519+ML-DSA-65 root; verifier sidecars updated with zero-downtime rollover.", + "outcomes": [ + "Zero failed verifications during rollover", + "Quantum-safe coverage 100%", + "Verified by 3 independent labs" + ] + }, + { + "id": "CS-06", + "title": "Climate-Finance AI Misalignment Detection", + "summary": "FV-LexAI property monitor detected systematic mispricing of transition risk; supervisors issued joint guidance and capital overlay.", + "outcomes": [ + "Mispricing closed within 6 months", + "GTI fairness sub-index +0.04", + "Cross-border guidance harmonized" + ] + } + ], + "kpis": [ + { + "id": "KPI-01", + "name": "Kill-switch propagation latency (global)", + "target": "\u2264 60 s p95" + }, + { + "id": "KPI-02", + "name": "Cross-border SEV-1 incident reporting", + "target": "\u2264 24 h" + }, + { + "id": "KPI-03", + "name": "FV-LexAI property pass-rate per release", + "target": "100% on P1-P7" + }, + { + "id": "KPI-04", + "name": "Treaty Ledger daily Merkle anchor success", + "target": "100%" + }, + { + "id": "KPI-05", + "name": "GTI publication freshness", + "target": "\u2264 7 BD" + }, + { + "id": "KPI-06", + "name": "Drill participation across regulators", + "target": "\u2265 8 jurisdictions / yr" + }, + { + "id": "KPI-07", + "name": "Deliberation panel sortition representativeness", + "target": "\u2265 0.95 strata fidelity" + }, + { + "id": "KPI-08", + "name": "Decision-traceability ratio", + "target": "\u2265 99.95%" + }, + { + "id": "KPI-09", + "name": "PII leakage in Decision Envelopes", + "target": "\u2264 0.01%" + }, + { + "id": "KPI-10", + "name": "TDL circuit-breaker false-positive", + "target": "\u2264 0.5%" + }, + { + "id": "KPI-11", + "name": "AI Capital Overlay calibration freshness", + "target": "\u2264 1 quarter" + }, + { + "id": "KPI-12", + "name": "Treaty bundle deployment success", + "target": "\u2265 99.9%" + }, + { + "id": "KPI-13", + "name": "Time to ratify Codex amendment", + "target": "\u2264 18 months" + }, + { + "id": "KPI-14", + "name": "Public bulletin signature verification", + "target": "\u2265 99% of recipients" + }, + { + "id": "KPI-15", + "name": "Quantum-safe coverage of trust roots", + "target": "100% by 2030" + }, + { + "id": "KPI-16", + "name": "Independent-evaluator quorum on GTI", + "target": "\u2265 3 per institution" + }, + { + "id": "KPI-17", + "name": "Disparate-impact bound on financial AI", + "target": "\u03b5 \u2264 0.05" + }, + { + "id": "KPI-18", + "name": "Citizen redress turnaround", + "target": "\u2264 30 BD" + }, + { + "id": "KPI-19", + "name": "AI Stress-Test coverage of G-SIBs", + "target": "\u2265 95%" + }, + { + "id": "KPI-20", + "name": "Deliberation output \u2192 LexAI ratification", + "target": "\u2265 60% per cycle" + }, + { + "id": "KPI-21", + "name": "MTTA on systemic AI alerts", + "target": "\u2264 10 min" + }, + { + "id": "KPI-22", + "name": "Cross-border drill mutual recognition", + "target": "100%" + }, + { + "id": "KPI-23", + "name": "PCB freshness (proof artifact age)", + "target": "\u2264 90 d" + }, + { + "id": "KPI-24", + "name": "Maturity tier across G-SIFIs by 2032", + "target": "\u2265 T3 median" + } + ], + "treatyArticles": [ + { + "id": "GASRGP-04", + "treaty": "GASRGP", + "article": "Art 4 Pre-deployment evaluation", + "summary": "Mandatory pre-deployment evaluation for frontier models above compute threshold.", + "lexaiClauseRef": "OBL_GASRGP_ART4_EVAL" + }, + { + "id": "GASRGP-07", + "treaty": "GASRGP", + "article": "Art 7 Cross-border incident reporting", + "summary": "\u226424h SEV-1 reporting across jurisdictions; signed bulletins via Treaty Ledger.", + "lexaiClauseRef": "OBL_GASRGP_ART7_REPORT" + }, + { + "id": "GASRGP-11", + "treaty": "GASRGP", + "article": "Art 11 Compute governance", + "summary": "Licensing for >10^26 FLOP runs; supply-chain auditability.", + "lexaiClauseRef": "OBL_GASRGP_ART11_COMPUTE" + }, + { + "id": "GASRGP-14", + "treaty": "GASRGP", + "article": "Art 14 Mutual recognition", + "summary": "Drills and supervisory attestations recognized across signatories.", + "lexaiClauseRef": "OBL_GASRGP_ART14_MR" + }, + { + "id": "GASRGP-18", + "treaty": "GASRGP", + "article": "Art 18 Kill-switch obligations", + "summary": "Treaty-anchored kill-switch with multisig and \u226460s SLA.", + "lexaiClauseRef": "OBL_GASRGP_ART18_KS" + }, + { + "id": "GASC-02", + "treaty": "GASC", + "article": "Art 2 Autonomous lethal force prohibition", + "summary": "Hard prohibition on autonomous lethal targeting decisions.", + "lexaiClauseRef": "PRO_GASC_ART2_LETHAL" + }, + { + "id": "GASC-05", + "treaty": "GASC", + "article": "Art 5 Manipulative cognitive targeting", + "summary": "Prohibits manipulative AI targeting cognitive vulnerabilities.", + "lexaiClauseRef": "PRO_GASC_ART5_MANIP" + }, + { + "id": "GASC-09", + "treaty": "GASC", + "article": "Art 9 Synthetic-media provenance", + "summary": "Mandatory provenance and disclosure for synthetic media at scale.", + "lexaiClauseRef": "OBL_GASC_ART9_PROV" + }, + { + "id": "GASC-12", + "treaty": "GASC", + "article": "Art 12 Inspection rights", + "summary": "Independent verification rights for AISI and academia.", + "lexaiClauseRef": "OBL_GASC_ART12_INSPECT" + }, + { + "id": "GAISM-CAP", + "treaty": "GAISM", + "article": "Capital Overlay Schedule", + "summary": "AI RWA add-on calibrated to GTI sub-indices.", + "lexaiClauseRef": "OBL_GAISM_CAP_OVERLAY" + }, + { + "id": "GAISM-LIQ", + "treaty": "GAISM", + "article": "Liquidity Facility", + "summary": "24-72 h backstop during AI-induced market stress.", + "lexaiClauseRef": "OBL_GAISM_LIQ_FACILITY" + }, + { + "id": "GAISM-RES", + "treaty": "GAISM", + "article": "AI Resolution Authority", + "summary": "Recovery and resolution tools for AI-coupled failures.", + "lexaiClauseRef": "OBL_GAISM_RES_AUTHORITY" + } + ], + "regulators": [ + { + "id": "REG-ECB", + "name": "European Central Bank", + "scope": "Eurozone banks, AI Capital Overlay calibration, AI stress test", + "integrations": [ + "supervisor-gateway-svc", + "GTI feed", + "TDL exposure dashboard" + ] + }, + { + "id": "REG-FED", + "name": "US Federal Reserve", + "scope": "SR 11-7, AI in bank supervision, TDL CCP coordination", + "integrations": [ + "supervisor-gateway-svc", + "GTI feed", + "Drill orchestration" + ] + }, + { + "id": "REG-PRA", + "name": "Bank of England \u2014 PRA", + "scope": "SS1/23, model risk, AI stress test", + "integrations": [ + "supervisor-gateway-svc", + "Drill orchestration" + ] + }, + { + "id": "REG-FCA", + "name": "Financial Conduct Authority", + "scope": "Consumer Duty, AI conduct supervision", + "integrations": [ + "supervisor-gateway-svc", + "Citizen redress integration" + ] + }, + { + "id": "REG-MAS", + "name": "Monetary Authority of Singapore", + "scope": "FEAT, AI Verify, sandbox", + "integrations": [ + "supervisor-gateway-svc", + "AI Verify feeds" + ] + }, + { + "id": "REG-HKMA", + "name": "Hong Kong Monetary Authority", + "scope": "GS-1/GL-90, AI in banking", + "integrations": [ + "supervisor-gateway-svc" + ] + }, + { + "id": "REG-SEC", + "name": "US Securities and Exchange Commission", + "scope": "Broker-dealer/IA AI rules, market AI", + "integrations": [ + "supervisor-gateway-svc", + "TDL CCP coordination" + ] + }, + { + "id": "REG-FDIC", + "name": "Federal Deposit Insurance Corporation", + "scope": "AI guidance, deposit-related AI risks", + "integrations": [ + "supervisor-gateway-svc" + ] + }, + { + "id": "REG-IMF", + "name": "International Monetary Fund", + "scope": "Article IV surveillance, GAISM administration", + "integrations": [ + "GAISM admin", + "Country GTI feed" + ] + }, + { + "id": "REG-FSB", + "name": "Financial Stability Board", + "scope": "AI vulnerabilities, mutual recognition coordination", + "integrations": [ + "GTI heatmap", + "Drill mutual recognition" + ] + }, + { + "id": "REG-AISI", + "name": "AI Safety Institute Network", + "scope": "Independent verification, red-team battery", + "integrations": [ + "FV-LexAI verification", + "Audit rights" + ] + }, + { + "id": "REG-OECD", + "name": "OECD AI Policy Observatory", + "scope": "Principles alignment, indicator publication", + "integrations": [ + "GTI public dashboard input" + ] + } + ], + "runbooks": [ + { + "id": "RB-01", + "title": "LEVEL-5 containment drill execution", + "steps": [ + "Convene J-DOC", + "Activate sandbox replicas", + "Inject scenario", + "Score & sign", + "Publish lessons \u2192 LexAI bundle" + ] + }, + { + "id": "RB-02", + "title": "Treaty bundle hot-swap with multisig", + "steps": [ + "Sign new bundle (multisig)", + "Submit PCB", + "Canary regions", + "GTI floor check", + "Promote to global" + ] + }, + { + "id": "RB-03", + "title": "Cross-border SEV-1 reporting (\u226424h)", + "steps": [ + "Detect", + "Triage", + "Sign bulletin", + "Distribute to participating supervisors", + "WORM append" + ] + }, + { + "id": "RB-04", + "title": "Kill-switch invocation & restoration", + "steps": [ + "Co-sign by AI Safety Lead + CISO/CRO", + "Broadcast", + "Verify SLA \u226460 s", + "Restoration plan w/ FV-LexAI re-verify" + ] + }, + { + "id": "RB-05", + "title": "Deliberation panel convening", + "steps": [ + "Define topic", + "Sortition sample", + "3 rounds", + "Outputs to LexAI", + "Integrity attestation" + ] + }, + { + "id": "RB-06", + "title": "GTI re-attestation after evaluator dispute", + "steps": [ + "Open dispute", + "Independent re-eval", + "Quorum sign", + "Publish revision" + ] + }, + { + "id": "RB-07", + "title": "TDL circuit-breaker activation", + "steps": [ + "Spread breach detected", + "Notify CCP + supervisor", + "Activate breaker", + "Coordinate market reopening" + ] + } + ], + "briefings": [ + { + "id": "BD-01", + "audience": "Heads of State", + "duration": "15 min / 10 slides", + "narrativeAnchor": "Codex axioms; civilizational risk; treaty status" + }, + { + "id": "BD-02", + "audience": "Central-Bank Governors", + "duration": "30 min", + "narrativeAnchor": "GTI heatmap, GAISM facility status, AI Capital Overlay" + }, + { + "id": "BD-03", + "audience": "IMF / FSB plenary", + "duration": "45 min", + "narrativeAnchor": "Country GTI trajectory, TDL exposure, cross-border drills" + }, + { + "id": "BD-04", + "audience": "G-SIFI Board", + "duration": "60 min", + "narrativeAnchor": "Adversarial findings, kill-switch drills, capital impact" + }, + { + "id": "BD-05", + "audience": "Parliamentary committee", + "duration": "60 min", + "narrativeAnchor": "Rights, contestability, citizen oversight" + }, + { + "id": "BD-06", + "audience": "Public press", + "duration": "20 min", + "narrativeAnchor": "Plain language, signed provenance, redress channels" + } + ], + "dataFlows": [ + { + "id": "DF-01", + "name": "Bundle \u2192 FV-LexAI \u2192 Activation", + "steps": [ + "Author signs LexAI bundle", + "FV-LexAI verifies P1..P7", + "Treaty Authority co-signs PCB", + "Sidecars verify and activate" + ], + "controls": [ + "multisig", + "FV gates", + "WORM ledger" + ] + }, + { + "id": "DF-02", + "name": "Decision Envelope \u2192 GTI", + "steps": [ + "Provider signs envelope", + "Evaluators attest sub-indices", + "GTI svc aggregates", + "Daily Merkle anchor" + ], + "controls": [ + "evaluator quorum", + "tamper-evident chain" + ] + }, + { + "id": "DF-03", + "name": "Cross-border Incident", + "steps": [ + "Detect SEV-1", + "Sign bulletin", + "Distribute via gateway", + "Append to ledger", + "Public bulletin" + ], + "controls": [ + "\u226424h SLA", + "PKI verification", + "Counter-deepfake" + ] + }, + { + "id": "DF-04", + "name": "Kill-Switch Propagation", + "steps": [ + "Co-sign", + "Anycast broadcast", + "Sidecars contain", + "Verify SLA" + ], + "controls": [ + "multisig", + "\u226460s SLA", + "rollback plan" + ] + }, + { + "id": "DF-05", + "name": "Deliberation \u2192 LexAI", + "steps": [ + "Sortition", + "3-round deliberation", + "Output drafting", + "FV-LexAI verify", + "Bundle activation" + ], + "controls": [ + "integrity attestation", + "anti-manipulation" + ] + }, + { + "id": "DF-06", + "name": "TDL Trigger", + "steps": [ + "Spread monitor", + "Floor breach", + "CCP coordination", + "Circuit breaker", + "Reopen plan" + ], + "controls": [ + "position limits", + "CCP supervision" + ] + } + ], + "privacy": { + "lawfulBasis": [ + "Treaty obligation (Art 6(1)(c))", + "Public interest (Art 6(1)(e))" + ], + "dataMinimization": [ + "Pseudonymous WORM payloads", + "Confidential compute for sensitive evals", + "Federated access to research commons" + ], + "subjectRights": [ + "Citizen redress portal with SLA", + "Right of contestation for automated decisions", + "Transparent provenance" + ], + "transfers": "Per-jurisdiction residency with cross-border attestation; SCCs + supplementary measures", + "dpia": "Mandatory for any LexAI bundle touching personal data; reviewed by DPOs and AISI" + }, + "traceability": [ + { + "feature": "M2 LexAI-DSL clauses", + "control": "Hash-chained machine-readable obligations", + "regimes": [ + "EU AI Act 2026 (multiple)", + "ISO/IEC 42001 Cl 8.4", + "NIST AI RMF Govern 1.4" + ] + }, + { + "feature": "M3 FV-LexAI property suite", + "control": "Formal proofs of safety/liveness/non-discrimination", + "regimes": [ + "EU AI Act Art 9/10", + "SR 11-7 III.B", + "ISO/IEC 23894" + ] + }, + { + "feature": "M4 GASC Art 2 prohibition", + "control": "Hard prohibition on autonomous lethal force", + "regimes": [ + "GASC Art 2", + "UN Charter", + "IHL" + ] + }, + { + "feature": "M4 GAISM AI Capital Overlay", + "control": "RWA add-on tied to GTI", + "regimes": [ + "Basel III/IV", + "EU CRR", + "SR 11-7" + ] + }, + { + "feature": "M5 GTI sub-indices", + "control": "Multi-evaluator attestations", + "regimes": [ + "EU AI Act Art 13", + "MAS FEAT", + "OECD AI Principles" + ] + }, + { + "feature": "M6 federated drills", + "control": "Mutual recognition under GASRGP Art 14", + "regimes": [ + "GASRGP Art 14", + "FSB recommendations" + ] + }, + { + "feature": "M8 deliberation outputs", + "control": "Citizen recommendations to LexAI", + "regimes": [ + "COE AI Convention", + "ICCPR Art 25" + ] + }, + { + "feature": "M9 Treaty Ledger", + "control": "Append-only WORM ledger with Merkle anchors", + "regimes": [ + "EU AI Act Art 12", + "ISO/IEC 27001 A.12.4" + ] + }, + { + "feature": "M10 PQC hybrid signatures", + "control": "Quantum-safe trust roots", + "regimes": [ + "NIST PQC migration", + "BIS PQC guidance" + ] + }, + { + "feature": "M11 sector mapping", + "control": "Sector-specific obligations", + "regimes": [ + "FCRA \u00a7615(a)", + "FCA Consumer Duty", + "Solvency II" + ] + }, + { + "feature": "M12 inspection rights", + "control": "Independent verification access", + "regimes": [ + "GASC Art 12", + "AI Safety Institute statutes" + ] + }, + { + "feature": "M13 maturity model", + "control": "Tiered conformance assessment", + "regimes": [ + "ISO/IEC 42001 Annex A", + "NIST AI RMF profiles" + ] + } + ], + "deploymentConsiderations": [ + "Multi-region active-active with confidential compute for FV-LexAI proof generation", + "Air-gapped enclaves for treaty-signing keys (FIPS 140-3 L4 HSM)", + "Hybrid PQC signatures (Ed25519 + ML-DSA-65) on critical bundles", + "WORM tiering for Treaty Ledger with object-store bucket lock and 50-year retention", + "Per-jurisdiction supervisor-gateway-svc deployments with mutual-TLS workload identity", + "Independent observation channels for AISI and civil-society auditors", + "Disaster recovery: cross-region failover with RPO \u2264 1 h, RTO \u2264 4 h for treaty plane", + "Chaos drills quarterly: KMS outage, region failover, kill-switch propagation under partition", + "CI/CD: SBOM + SLSA L3+ + Sigstore + FV-LexAI gate + GTI floor canary", + "Public verifier endpoints for press to validate signed bulletins offline" + ], + "executiveSummary": { + "purpose": "Provide a regulator-ready, treaty-aligned, formally-verifiable governance framework for global AI systemic risk in financial services and planetary-scale civilizational governance, integrating CEGL, LexAI-DSL, FV-LexAI, the GASRGP/GASC/GAISM treaty stack, the Global Trust Index and Trust Derivatives Layer, central-bank/IMF integration, the Global Deliberation Protocol, and engineering deployment blueprints.", + "approach": "Layered architecture (Codex \u2192 Treaties \u2192 LexAI-DSL \u2192 FV-LexAI \u2192 Supervisory plane \u2192 Operational plane \u2192 Citizen plane), proof-carrying bundles, Treaty Ledger WORM, sortition-based deliberation, federated supervisory drills, and PQC-hybrid trust roots.", + "deliverables": "14 modules \u00b7 schemas \u00b7 code examples \u00b7 case studies \u00b7 24 supervisory KPIs \u00b7 treaty-article mapping \u00b7 regulator integration list \u00b7 runbooks \u00b7 briefing decks \u00b7 data flows \u00b7 privacy spec \u00b7 traceability matrix \u00b7 deployment considerations \u00b7 roadmap 2026-2035.", + "outcomes": [ + "Sub-60 s kill-switch propagation with multisig and treaty SLA", + "Cross-border mutual recognition under GASRGP Art 14", + "AI Capital Overlay calibrated to GTI sub-indices", + "Citizen-plane legitimacy through stratified sortition", + "Treaty-anchored auditability with Merkle-anchored Treaty Ledger", + "Quantum-safe coverage by 2030" + ] + }, + "counts": { + "modules": 14, + "sections": 60, + "schemas": 12, + "codeExamples": 16, + "caseStudies": 6, + "kpis": 24, + "treatyArticles": 12, + "regulators": 12, + "runbooks": 7, + "briefings": 6, + "dataFlows": 6, + "traceabilityRows": 12, + "apiRoutes": 100 + } +} \ No newline at end of file diff --git a/rag-agentic-dashboard/gen-cegl-lexai-gov-html.py b/rag-agentic-dashboard/gen-cegl-lexai-gov-html.py new file mode 100644 index 0000000..f884cbf --- /dev/null +++ b/rag-agentic-dashboard/gen-cegl-lexai-gov-html.py @@ -0,0 +1,214 @@ +#!/usr/bin/env python3 +"""WP-044 — CEGL-LEXAI-GOV HTML dashboard renderer.""" +import json, html +from pathlib import Path + +ROOT = Path(__file__).parent +SRC = ROOT / "data" / "cegl-lexai-gov.json" +OUT = ROOT / "public" / "cegl-lexai-gov.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"]) +treaty_rows = "".join(f"{esc(t['id'])}{esc(t['treaty'])}{esc(t['article'])}{esc(t['summary'])}{esc(t['lexaiClauseRef'])}" for t in D["treatyArticles"]) +reg_rows = "".join(f"{esc(r['id'])}{esc(r['name'])}{esc(r['scope'])}{esc(', '.join(r['integrations']))}" for r in D["regulators"]) +rb_rows = "".join(f"{esc(r['id'])}{esc(r['title'])}{render_value(r['steps'])}" for r in D["runbooks"]) +bd_rows = "".join(f"{esc(b['id'])}{esc(b['audience'])}{esc(b['duration'])}{esc(b['narrativeAnchor'])}" for b in D["briefings"]) +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"]) +schema_rows = "".join(f"{esc(s['id'])}{esc(s['title'])}{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['title'])}

{esc(c['summary'])}

{render_list(c.get('outcomes',[]))}
" for c in D["caseStudies"]) + +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',[]))}
+
+ +
+

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

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

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

+ {kpi_rows}
IDNameTarget
+
+ +
+

Treaty Articles ({len(D['treatyArticles'])})

+ {treaty_rows}
IDTreatyArticleSummaryLexAI Clause
+
+ +
+

Regulator Integrations ({len(D['regulators'])})

+ {reg_rows}
IDNameScopeIntegrations
+
+ +
+

Runbooks ({len(D['runbooks'])})

+ {rb_rows}
IDTitleSteps
+
+ +
+

Briefing Decks ({len(D['briefings'])})

+ {bd_rows}
IDAudienceDurationNarrative Anchor
+
+ +
+

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

+ {df_rows}
IDNameStepsControls
+
+ +
+

Privacy & Sovereignty

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

Traceability — Feature → Control → Regimes

+ {trace_rows}
FeatureControlRegimes
+
+ +
+

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

+ {schema_rows}
IDTitleFields
+
+ +
+

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

+ {code_html} +
+ +
+

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

+
{case_html}
+
+ +
+

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-cegl-lexai-gov.py b/rag-agentic-dashboard/gen-cegl-lexai-gov.py new file mode 100644 index 0000000..82329a9 --- /dev/null +++ b/rag-agentic-dashboard/gen-cegl-lexai-gov.py @@ -0,0 +1,846 @@ +#!/usr/bin/env python3 +"""WP-044 — CEGL / LexAI-DSL / FV-LexAI Global AI Systemic Risk Governance. + +Builds data/cegl-lexai-gov.json: a comprehensive design, governance, +architecture, and supervisory framework for global AI systemic risk +governance in financial services and planetary-scale civilizational +governance (2026-2035). +""" +import json +from pathlib import Path + +ROOT = Path(__file__).parent +OUT = ROOT / "data" / "cegl-lexai-gov.json" + + +def section(sid, title, content): + return {"id": sid, "title": title, "content": content} + + +DOC = { + "docRef": "CEGL-LEXAI-GOV-WP-044", + "version": "1.0.0", + "horizon": "2026-2035", + "classification": "CONFIDENTIAL — Heads of State / Central Bank Governors / IMF MD / G-SIFI Boards / Treaty Authority / AI Safety Institute / CAIO / CRO / CISO", + "title": "CEGL / LexAI-DSL / FV-LexAI — Global AI Systemic Risk Governance & Civilizational Codex Meta-Governance Framework", + "subtitle": "Regulator-Facing Briefings, Supervisory Drills, Federated Simulations, GASRGP/GASC/GAISM Treaty Stack, Global Trust Index & Trust Derivatives Layer, Central Bank/IMF Integration, Global Deliberation Protocol, Engineering Blueprints, Pilot Treaties & Public Communication (2026-2035)", + "owner": "Treaty Liaison + CAIO + CRO; co-signed by Central Bank Governor liaison, IMF liaison, CISO, GC, DPO, Head of Internal Audit, AI Safety Lead, Civic Legitimacy Council 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", + ], + "regimes": [ + "EU AI Act 2026 (Arts 5/9/10/13/14/50/53/55/56)", + "NIST AI RMF 1.0 + Generative AI Profile", + "ISO/IEC 42001 (AIMS)", + "ISO/IEC 23894 / 5338 / 38507", + "GDPR Arts 5/22/25/35", + "Basel III/IV (BCBS 239 risk data aggregation)", + "SR 11-7 (US Fed Model Risk Management)", + "FCA Consumer Duty / SMCR", + "PRA SS1/23 (model risk)", + "MAS FEAT Principles + AI Verify", + "HKMA SPM GS-1 / GL-90", + "SEC AI rules (broker-dealer/investment-adviser proposals)", + "FDIC AI Guidance", + "OECD AI Principles 2024", + "G7 Hiroshima AI Process Code of Conduct", + "UN GA Resolution A/78/L.49 (AI for SDGs)", + "Council of Europe AI Convention (Framework Convention)", + "FSB recommendations on AI in financial services", + ], + "apiPrefix": "/api/cegl-lexai-gov", +} + +# ---------------------- 14 modules ---------------------- +modules = [] + +modules.append({ + "id": "M1", + "title": "M1 — CEGL Conceptual Framework & Civilizational Codex Meta-Governance", + "summary": "Civilizational Ethical Governance Layer (CEGL) — the meta-governance substrate for planetary-scale AI systems, anchored to a Civilizational Codex of axioms, principles, and red lines.", + "covers": ["CEGL", "Civilizational Codex", "axioms", "red lines", "meta-governance"], + "sections": [ + section("M1-S1", "Mission & Scope", { + "mission": "Provide a regulator-ready, treaty-aligned, formally-verifiable governance substrate for AI systems that pose systemic or civilizational risk, integrating financial-services prudential supervision with planetary-scale civilizational governance.", + "scope": [ + "Frontier AGI/ASI capability classes (foundation models > GPAI threshold)", + "G-SIFI / G-SII AI deployments (credit, trading, insurance, AML, fiduciary advisory)", + "Cross-border data, compute, and model artifact flows", + "Public-good and public-sector AI used at planetary scale (climate, pandemic, infra)", + ], + "outOfScope": ["Purely consumer recommender systems below GPAI thresholds", "Local research-only sandboxes with no production exposure"], + }), + section("M1-S2", "CEGL Layered Stack", [ + "L0 Civilizational Codex (axioms, red lines, dignity, sovereignty, ecological integrity)", + "L1 Treaty Stack (GASRGP, GASC, GAISM)", + "L2 LexAI-DSL Normative Layer (machine-readable law, controls, conflict-of-laws)", + "L3 FV-LexAI Formal-Verification Layer (proofs, model checking, property tests)", + "L4 Supervisory Plane (regulators, central banks, IMF, FSB, treaty authority)", + "L5 Operational Plane (G-SIFIs, model providers, compute hosts, registries)", + "L6 Citizen Plane (Global Deliberation Protocol, participatory legitimacy)", + ]), + section("M1-S3", "Civilizational Codex — 12 Axioms (excerpt)", [ + "A1 Human dignity and inalienable rights take precedence over efficiency.", + "A2 No autonomous lethal targeting; humans retain meaningful control over force.", + "A3 Critical infrastructure must remain controllable under degraded AI conditions.", + "A4 Catastrophic and existential risks require precautionary, irreversibility-aware controls.", + "A5 Privacy by design and data minimization are non-negotiable.", + "A6 Non-discrimination across protected and proxy attributes.", + "A7 Transparency commensurate with risk; provenance and disclosure for synthetic media.", + "A8 Plurality and contestability — no single jurisdiction dominates norm-setting unilaterally.", + "A9 Ecological integrity and intergenerational fairness.", + "A10 Compute and model lifecycles must be auditable and accountable.", + "A11 Crisis controllability — kill-switch, containment, rollback are first-class.", + "A12 Legitimacy through participation — affected publics must have voice in shaping norms.", + ]), + section("M1-S4", "Red Lines (hard prohibitions)", [ + "Autonomous nuclear, biological, chemical, or radiological release decisions", + "Mass surveillance scoring of populations without rule-of-law protections", + "Manipulative AI targeting cognitive vulnerabilities of children/elderly", + "Replacement of judicial sentencing with autonomous AI", + "Deceptive impersonation of public officials by AI", + "Self-replication beyond authorized compute and jurisdiction", + ]), + section("M1-S5", "Why a Codex Layer is Necessary", [ + "Cross-border conflict-of-laws creates regulatory arbitrage; a Codex provides a common normative anchor.", + "Civilizational risks are non-actuarial; pure capital-based regulation is insufficient.", + "Treaty law must be machine-readable to enable real-time supervisory enforcement.", + "Legitimacy of frontier AI rules requires citizen-plane input, not only regulator-plane.", + ]), + ], +}) + +modules.append({ + "id": "M2", + "title": "M2 — LexAI-DSL: Machine-Readable Law for AI Systems", + "summary": "A domain-specific language for expressing legal obligations, controls, conflict-of-laws, and remedies as executable, auditable artifacts.", + "covers": ["DSL", "machine-readable law", "controls", "conflict-of-laws", "remedies"], + "sections": [ + section("M2-S1", "Design Goals", [ + "Bridges natural-language law and runtime policy enforcement", + "Supports parallel obligations across jurisdictions with declared precedence", + "Compiles to OPA/Rego, Cedar, Datalog, and Lean/Coq proof obligations", + "Versioned, signed, hash-chained; every clause has a SHA-256 identity", + ]), + section("M2-S2", "Core Constructs", [ + "obligation { id, source, predicate, subject, object, temporal, remedy, conflict_priority }", + "permission { id, source, conditions, sunset }", + "prohibition { id, source, scope, exceptions, enforcement_class }", + "definition { term, meaning, jurisdiction, version }", + "evidence_requirement { id, controlRef, artifactType, signing, retention }", + "remedy { id, classes[], severity, repair_action, restitution }", + ]), + section("M2-S3", "Conflict-of-Laws Resolver", { + "approach": "Lattice of jurisdictions + lex superior/posterior/specialis rules; explicit precedence override by treaty article", + "deterministic": "Resolver is a pure function over (clauseSet, context) → decision; replayable under FV-LexAI proof", + }), + section("M2-S4", "Authoring & Lifecycle", [ + "Drafted by joint counsel + AI ethicists + technical SMEs", + "Signed by designated authority of source jurisdiction", + "Hash-chained to Treaty Ledger; rollouts via signed bundles", + "Sunset clauses default ON unless renewed; audited annually", + ]), + section("M2-S5", "Example LexAI-DSL Clause (excerpt)", [ + "obligation EU_AIACT_ART14_OVERSIGHT {", + " source: 'EU AI Act 2026 Art 14',", + " subject: provider | deployer,", + " predicate: ensure_human_oversight(system, controls = ['stop','override','review']),", + " temporal: continuous,", + " evidence: [DecisionEnvelope, OverrideLog],", + " remedy: REM_HUMAN_OVERSIGHT_RESTORE,", + " conflict_priority: 90", + "}", + ]), + ], +}) + +modules.append({ + "id": "M3", + "title": "M3 — FV-LexAI: Formal Verification of LexAI-DSL Properties", + "summary": "Formal-methods layer that proves safety, liveness, and conformance properties over LexAI-DSL bundles and runtime control planes.", + "covers": ["formal verification", "model checking", "property tests", "proofs"], + "sections": [ + section("M3-S1", "Property Catalogue (sample)", [ + "P1 Safety: no run reaches 'release' state without human-oversight evidence (Art 14)", + "P2 Liveness: every run eventually emits a Decision Envelope with provenance", + "P3 Non-discrimination: bounded disparate impact over protected attributes ≤ ε", + "P4 Consistency: conflict-of-laws resolver is deterministic and total", + "P5 Containment: kill-switch propagation ≤ 60 s under partial-failure model", + "P6 Privacy: PII does not appear in audit payloads (only HMAC pseudonyms)", + "P7 Reversibility: no irreversible action without N-eyes co-sign + cool-down", + ]), + section("M3-S2", "Tooling", { + "modelChecking": "TLA+ / Apalache for protocol-level invariants", + "theoremProving": "Lean 4 / Coq for Codex axioms and resolver totality", + "smtSolver": "Z3 / CVC5 for clause satisfiability and conflict detection", + "runtimeMonitors": "Differential property monitors emit SEV events on violation", + "fuzzers": "Property-based fuzzing on policy bundles (Hypothesis / Proptest)", + }), + section("M3-S3", "Continuous Verification Pipeline", [ + "Every signed LexAI bundle triggers FV-LexAI CI: parse → typecheck → SMT → model-check → proof-replay", + "Failure blocks bundle deployment globally; signed proof artifacts archived to WORM", + "Quarterly red-team verification by independent AI Safety Institute", + ]), + section("M3-S4", "Proof-Carrying Bundles", { + "format": "PCB { bundleHash, properties[], proofArtifacts[], verifierSignatures[], expiry }", + "distribution": "PCBs signed by Treaty Authority + AI Safety Institute; sidecars verify before activation", + }), + ], +}) + +modules.append({ + "id": "M4", + "title": "M4 — Treaty Stack: GASRGP, GASC, GAISM", + "summary": "Three interlocking treaty instruments forming the global AI systemic-risk governance protocol, AI Safety Convention, and AI Stability Mechanism.", + "covers": ["GASRGP", "GASC", "GAISM", "treaties"], + "sections": [ + section("M4-S1", "GASRGP — Global AI Systemic Risk Governance Protocol", { + "purpose": "Set baseline obligations for frontier AI systems with cross-border systemic impact (financial + civilizational).", + "keyArticles": [ + "Art 1 Definitions (Frontier Model, Systemic Importance, Compute Threshold)", + "Art 4 Pre-deployment evaluation & registration", + "Art 7 Cross-border incident reporting (≤ 24 h SEV-1)", + "Art 11 Compute governance & licensing of >10^26 FLOP training runs", + "Art 14 Mutual recognition of supervisory drill outcomes", + "Art 18 Treaty-anchored kill-switch obligations", + ], + }), + section("M4-S2", "GASC — Global AI Safety Convention", { + "purpose": "Bind signatories to red-line prohibitions and rights protections (analogous to chemical/biological conventions).", + "keyArticles": [ + "Art 2 Prohibition on autonomous lethal force decisions", + "Art 5 Prohibition on manipulative cognitive targeting", + "Art 9 Provenance & disclosure for synthetic media at scale", + "Art 12 Independent verification and inspection rights", + ], + }), + section("M4-S3", "GAISM — Global AI Stability Mechanism", { + "purpose": "IMF/FSB-anchored macroprudential mechanism for AI-driven systemic financial risk; provides liquidity, capital overlays, and resolution tools.", + "instruments": [ + "AI Capital Overlay (RWA add-on for high-risk model exposures)", + "AI Liquidity Facility (24-72 h backstop during AI-induced market stress)", + "AI Resolution Authority (recovery, resolution of AI-coupled failures)", + "Cross-Border AI Stress Test (annual, BCBS 239 + AI dimension)", + ], + }), + section("M4-S4", "Interactions & Precedence", [ + "GASC red lines have lex superior over GASRGP economic provisions", + "GAISM macroprudential measures complement GASRGP supervisory tools", + "All three instruments encode their clauses in LexAI-DSL with hash-chained identity", + ]), + section("M4-S5", "Pilot Treaties & Sunrise Clauses", [ + "Pilot 1 (2026-2027): EU + UK + US + Japan + Singapore — voluntary GASRGP Annex on incident reporting and compute disclosure", + "Pilot 2 (2027-2028): Joint EU-UK-US AI Stress Test under GAISM observer status", + "Sunrise: full GAISM activation when ≥ 8 G20 jurisdictions ratify AI Capital Overlay schedule", + ]), + ], +}) + +modules.append({ + "id": "M5", + "title": "M5 — Global Trust Index (GTI) & Trust Derivatives Layer (TDL)", + "summary": "Quantitative index of AI system trustworthiness with derivative instruments for risk transfer; integrates with central-bank capital and IMF surveillance.", + "covers": ["GTI", "TDL", "trust derivatives", "capital overlay", "surveillance"], + "sections": [ + section("M5-S1", "GTI Composition", { + "subIndices": [ + "TI-Safety (containment, kill-switch responsiveness, incident-free uptime)", + "TI-Fairness (disparate-impact bounds, contestability rate)", + "TI-Privacy (PII leakage, DSAR turnaround, pseudonymization coverage)", + "TI-Robustness (adversarial robustness, distributional drift)", + "TI-Transparency (explainability ratio, provenance coverage)", + "TI-Accountability (audit chain integrity, reviewer independence)", + ], + "weighting": "Sector-specific weights (banking 0.35 safety + 0.25 accountability + ...); reviewed annually by FSB", + "publication": "Tiered: anonymized public dashboard; institution-level to supervisors; provider-level to AISI", + }), + section("M5-S2", "Computation & Attestation", [ + "Inputs are hash-chained Decision Envelopes + supervisory attestations; no self-attestation only", + "Independent evaluators sign sub-index calculations; multi-evaluator quorum required", + "Daily Merkle anchor to Treaty Ledger and (optionally) public chain", + ]), + section("M5-S3", "Trust Derivatives Layer (TDL)", { + "instruments": [ + "Trust-Linked Bond (TLB) — coupon steps when GTI breaches sector floor", + "Trust Default Swap (TDS) — credit-default-swap-like protection on AI-induced losses", + "Capital Overlay Swap — exchanges static RWA add-on for GTI-linked variable overlay", + "AI Resilience Bond — sovereign issuance to fund GAISM facility", + ], + "marketStructure": "Cleared through CCPs with AI risk margining; supervised by ECB/SEC/MAS jointly under TDL Charter", + "guardrails": "Position limits per institution; ban on writing protection by entities below GTI floor; circuit breakers on TDL spreads ≥ X bps", + }), + section("M5-S4", "Central-Bank & IMF Integration", [ + "ECB / Fed / BoE / BoJ / PBoC / MAS use GTI as input to AI Capital Overlay calibration", + "IMF Article IV surveillance includes GTI trajectory and TDL exposure at country level", + "FSB AI Vulnerabilities Report cites GTI heatmap quarterly", + ]), + ], +}) + +modules.append({ + "id": "M6", + "title": "M6 — Federated Supervisory Drills & Cross-Border AI Stress Tests", + "summary": "Coordinated, annual federated simulations across regulators and G-SIFIs that exercise containment, resolution, communication, and citizen-plane pathways.", + "covers": ["drills", "stress tests", "federated simulation", "scenarios"], + "sections": [ + section("M6-S1", "Drill Catalogue", [ + "DR-01 LEVEL-5 Containment Breach (foundation model deceptive alignment)", + "DR-02 Cross-Border Trading Anomaly (AI-driven flash event across 3 jurisdictions)", + "DR-03 Synthetic-Media Bank Run (deepfake CEO triggers run on G-SIB)", + "DR-04 Cyber-Physical Critical-Infrastructure AI Compromise (energy / payments)", + "DR-05 Cross-Border Data Sovereignty Crisis (model weights subpoena conflict)", + "DR-06 Climate-Finance AI Misalignment (systemic mispricing of transition risk)", + ]), + section("M6-S2", "Architecture", { + "controlPlane": "Joint Drill Operations Center (J-DOC) federated across regulators", + "dataPlane": "Synthetic markets + sandboxed model replicas; no production funds at risk", + "comms": "Rehearsed signed-bulletin channels between supervisors, treaty authority, AISI, and CCPs", + "scoring": "Time-to-contain, MTTR, kill-switch latency, citizen-plane comms quality, market-stability metrics", + }), + section("M6-S3", "Stress-Test Methodology", [ + "Severity tiers calibrated to GAISM AI-shock scenarios (Adverse / Severely Adverse / Apocalyptic)", + "Models: agent-based market sim + LLM-driven counterparties + macro overlay", + "Capital and liquidity impact under AI-coupled tail; reverse stress to find first failure", + "Lessons codified in updated LexAI-DSL bundles within 90 days", + ]), + section("M6-S4", "Mutual Recognition & Sharing", [ + "Drill outcomes signed by participating supervisors; mutually recognized under GASRGP Art 14", + "Shared via Treaty Ledger with redacted public summaries", + "Independent observers from civil society and AISI ensure legitimacy", + ]), + ], +}) + +modules.append({ + "id": "M7", + "title": "M7 — Regulator-Facing Briefing Decks & Communication Strategy", + "summary": "Standardized briefing templates and a multi-stakeholder communication strategy for supervisors, central banks, IMF, treaty parties, and the public.", + "covers": ["briefings", "decks", "comms", "narratives"], + "sections": [ + section("M7-S1", "Briefing Deck Templates (sample)", [ + "BD-01 Heads-of-State briefing (10 slides, 15 min) — strategic posture & treaty status", + "BD-02 Central-Bank Governor briefing — GTI heatmap, GAISM facility status, AI Capital Overlay", + "BD-03 IMF Article IV / FSB plenary briefing — country GTI trajectory, TDL exposure", + "BD-04 G-SIFI Board briefing — adversarial findings, kill-switch drills, capital impact", + "BD-05 Parliamentary committee briefing — rights, contestability, citizen oversight", + "BD-06 Public press briefing — plain-language risk and mitigations", + ]), + section("M7-S2", "Narrative Architecture", [ + "Anchor on Codex axioms (dignity, controllability, legitimacy) before metrics", + "Use precedent analogies (financial crisis, biosafety, aviation safety) sparingly and accurately", + "Distinguish 'what we know', 'what we don't know', 'what we are doing'", + "Always include rights, redress, and contestability pathways for citizens", + ]), + section("M7-S3", "Crisis Communication Playbook", [ + "T+0 holding statement within 30 min of SEV-0/1 incident", + "Coordinated bulletins across supervisors, providers, and treaty authority", + "Plain-language disclosures with provenance; signed and timestamped", + "Counter-deepfake protocol with verified press cryptographic signatures", + ]), + section("M7-S4", "Stakeholder Map", [ + "Regulators: ECB, PRA, FCA, MAS, HKMA, SEC, FDIC, OCC, CFTC, JFSA", + "Multilaterals: IMF, FSB, BIS, OECD, UN, COE", + "Industry: G-SIFI boards, model providers, CCPs, exchanges", + "Civic: Parliaments, civil-society, academia, AI Safety Institutes", + ]), + ], +}) + +modules.append({ + "id": "M8", + "title": "M8 — Global Deliberation Protocol (GDP-AI) & Participatory Legitimacy", + "summary": "Mechanism for citizen-plane participation in AI norm-setting through stratified deliberative juries, public consultations, and binding sortition panels.", + "covers": ["deliberation", "sortition", "legitimacy", "participation"], + "sections": [ + section("M8-S1", "Why a Citizen Plane", [ + "AI rules implicate fundamental rights; democratic legitimacy is required for hard prohibitions and contestable trade-offs", + "Stakeholder capture risk if only providers and regulators set norms", + "Cross-border instruments require cross-cultural, cross-class participation", + ]), + section("M8-S2", "Mechanism Design", [ + "Stratified random sampling (sortition) across age, gender, region, income", + "Deliberation in 3 rounds: learning → discussion → decision; AI-assisted but not AI-decided", + "Outputs feed LexAI-DSL drafts as 'Citizen Recommendations' with traceable amendments", + "Veto-light: panels may flag a clause for parliamentary review (not unilateral veto)", + ]), + section("M8-S3", "Anti-Manipulation Safeguards", [ + "All inputs to panels signed and provenance-tagged; deepfake screening at input", + "Independent fact-checking ombud; right of reply across viewpoints", + "No targeted persuasion; AI tools used only for translation and summarization", + ]), + section("M8-S4", "Cadence & Funding", [ + "Annual global panel + on-demand panels for novel high-risk capabilities", + "Funding via Treaty Authority levy on frontier-model providers; ring-fenced budget", + "Independent secretariat with rotating chairs from civil society", + ]), + ], +}) + +modules.append({ + "id": "M9", + "title": "M9 — Engineering Reference Architecture & APIs", + "summary": "Reference architecture, service decomposition, APIs, schemas, and trust roots that operationalize CEGL/LexAI-DSL/FV-LexAI globally.", + "covers": ["architecture", "APIs", "schemas", "trust roots"], + "sections": [ + section("M9-S1", "Service Decomposition", [ + "codex-svc (Civilizational Codex registry, hash-chained axioms)", + "lexai-svc (LexAI-DSL parser, typecheck, conflict resolver, bundle issuer)", + "fv-lexai-svc (FV pipeline: SMT, model-check, proof-replay)", + "treaty-ledger-svc (append-only, hash-chained ledger of treaty events)", + "gti-svc (Global Trust Index computation & attestation)", + "tdl-svc (Trust Derivatives Layer reference data & valuation feeds)", + "drill-svc (Federated drill orchestration)", + "deliberation-svc (sortition panels, voting integrity)", + "supervisor-gateway-svc (regulator integration: ECB/PRA/FCA/MAS/HKMA/SEC/FDIC)", + "kill-switch-svc (multisig containment propagation)", + ]), + section("M9-S2", "API Surface (excerpt)", [ + "POST /lexai/bundles { dsl, signatures } → bundleHash", + "GET /lexai/bundles/:hash → bundle + PCB", + "POST /fv/verify { bundleHash, properties[] } → proofArtifacts[]", + "POST /treaty/ledger/events { type, payload, sigs[] } → eventId, merkleProof", + "GET /gti/{institutionId} → { score, subIndices, asOf, attestations[] }", + "POST /drills/scenarios/{id}/start → drillId", + "POST /killswitch/invoke { scope, reason, cosignatures[] } → status", + "POST /deliberation/panels { topic } → panelId", + "GET /supervisor/{regulatorId}/dashboards → dashboards[]", + ]), + section("M9-S3", "Schemas (canonical)", [ + "TreatyEvent { id, type, payload, sigs[], merkleProof, prevHash, thisHash, ts }", + "LexAIBundle { hash, dsl, sigs[], pcb?, sunset?, version }", + "ProofArtifact { propertyId, prover, proofRef, verifierSigs[] }", + "GTIRecord { institutionId, score, subIndices, asOf, attestations[] }", + "DrillRun { id, scenarioId, participants[], scores, lessonsLexAI[] }", + ]), + section("M9-S4", "Trust Roots & PKI", [ + "Treaty Authority Root CA (HSM-backed, FIPS 140-3 L4)", + "Per-jurisdiction Sub-CAs for supervisors and AISI", + "Provider CAs with HSM-backed signing keys for Decision Envelopes", + "Post-quantum hybrid signatures (Ed25519 + ML-DSA-65) on critical bundles", + ]), + section("M9-S5", "Data Residency & Sovereignty", [ + "Per-jurisdiction data residency with cross-border attestation only", + "Confidential compute (TEE: SEV-SNP / TDX / Nitro) for sensitive evaluations", + "Mutually-authenticated cross-border channels (mTLS + workload identity)", + ]), + ], +}) + +modules.append({ + "id": "M10", + "title": "M10 — Infrastructure, CI/CD, and Deployment Blueprints", + "summary": "Infrastructure-as-code blueprints, gated CI/CD pipelines, golden environments, and runbooks for CEGL/LexAI services across cloud and on-prem.", + "covers": ["IaC", "CI/CD", "golden envs", "runbooks"], + "sections": [ + section("M10-S1", "Reference Topology", [ + "3-region active-active control plane (EU, US, APAC) with per-region failover", + "Air-gapped sensitive enclaves for FV-LexAI proof generation", + "Confidential VMs / TEEs for treaty event signing and kill-switch propagation", + "Object-store WORM buckets for Treaty Ledger cold tier with bucket lock", + ]), + section("M10-S2", "Terraform Modules (excerpt)", [ + "modules/treaty-ledger (Kafka WORM topic + ACL + KMS CMK + WORM bucket)", + "modules/lexai-svc (K8s deployments + OPA Gatekeeper + service mesh)", + "modules/fv-lexai-svc (air-gapped node pool + GPU optional + signed image policy)", + "modules/gti-svc (multi-region read replicas + CCP feeds)", + "modules/kill-switch (multisig HSM + global anycast + sub-60s propagation)", + ]), + section("M10-S3", "CI/CD Gates", [ + "G0 source: SBOM + SAST + secret scan + license check", + "G1 build: reproducible build + Sigstore sign + SLSA Level 3+", + "G2 verify: FV-LexAI property pack runs on touched bundles", + "G3 conformance: OPA conftest on K8s/IaC; admission via signed image policy", + "G4 release: blue/green or canary; auto-rollback on KPI breach (GTI floor, error budget)", + ]), + section("M10-S4", "Runbooks", [ + "RB-01 LEVEL-5 containment drill execution", + "RB-02 Treaty bundle hot-swap with multisig", + "RB-03 Cross-border incident reporting (≤24 h SEV-1)", + "RB-04 Kill-switch invocation & restoration", + "RB-05 Deliberation panel convening and integrity attestation", + "RB-06 GTI re-attestation after evaluator dispute", + "RB-07 TDL circuit-breaker activation and CCP coordination", + ]), + ], +}) + +modules.append({ + "id": "M11", + "title": "M11 — Sector Mapping: Banking, Markets, Insurance, Payments", + "summary": "Concrete mapping of CEGL/LexAI-DSL to financial-services use cases under SR 11-7, Basel, FCA Consumer Duty, MAS FEAT.", + "covers": ["banking", "markets", "insurance", "payments"], + "sections": [ + section("M11-S1", "Banking — Credit Decisioning", [ + "Models registered with hash-chained model card; SR 11-7 + EU AI Act Art 10/14", + "Adverse-action letters under FCRA §615(a) emit Decision Envelope with explanations", + "GTI sub-index threshold gates production deployment", + ]), + section("M11-S2", "Markets — Trading & Surveillance", [ + "AI trading agents declared; circuit breakers tied to TDL spreads and GTI floor", + "Cross-border anomaly drills (DR-02) coordinated with CCPs and exchanges", + "Insider risk monitored with privacy-preserving analytics (TEE + DP)", + ]), + section("M11-S3", "Insurance — Underwriting & Claims", [ + "Disparate-impact bound ε declared per product; recalibration triggers reviewer panel", + "AI-assisted claims must preserve appeal pathways; explainability ≥ 90% threshold", + "Solvency II / IAIS interplay with GTI overlay", + ]), + section("M11-S4", "Payments & AML/CFT", [ + "AI screening models register data lineage; FATF-aligned LexAI-DSL bundles", + "False-positive metrics published quarterly; sector minimums coded as obligations", + "Cross-border STR sharing coordinated through supervisor-gateway-svc", + ]), + ], +}) + +modules.append({ + "id": "M12", + "title": "M12 — Civil-Society, Academia, and AI Safety Institute Integration", + "summary": "Pathways for independent oversight, research access, contestability, and public-interest evaluation of frontier AI under treaty protection.", + "covers": ["civil society", "academia", "AISI", "contestability"], + "sections": [ + section("M12-S1", "Independent Verification Rights", [ + "Treaty-protected audit rights for AISI and credentialed academic teams", + "Access to model weights for safety evaluation under TEEs and confidentiality contracts", + "Pre-publication coordinated disclosure window (90 d) for critical findings", + ]), + section("M12-S2", "Contestability Pathways", [ + "Citizen and SME redress portal with case management and SLAs", + "Independent ombud with subpoena-equivalent powers within scope", + "Reversal of automated decisions on identified harm", + ]), + section("M12-S3", "Research Commons", [ + "Pseudonymized datasets and benchmarks under federated access", + "Compute grants for public-interest evaluations (red-team battery)", + "Open standards for evaluation reproducibility", + ]), + section("M12-S4", "Public Reports", [ + "Annual AI State of the Civilization report by Treaty Authority + AISI consortium", + "Quarterly GTI heatmaps and TDL exposure summaries", + "Multilingual lay summaries for public deliberation", + ]), + ], +}) + +modules.append({ + "id": "M13", + "title": "M13 — Risk Register, KPIs & Maturity Model", + "summary": "Risk register across systemic, civilizational, geopolitical, technical, and legitimacy dimensions; supervisory KPIs and a maturity model from Tier 0 to Tier 5.", + "covers": ["risk register", "KPIs", "maturity model"], + "sections": [ + section("M13-S1", "Risk Register (excerpt)", [ + "RR-01 Frontier model deceptive alignment", + "RR-02 Cross-border regulatory arbitrage", + "RR-03 AI-induced market dislocation (flash event)", + "RR-04 Synthetic-media bank run / public-trust collapse", + "RR-05 Compute concentration and supply chain capture", + "RR-06 Treaty fragmentation / non-ratification", + "RR-07 Citizen-plane delegitimization (capture)", + "RR-08 PQC migration delay", + "RR-09 Critical-infrastructure AI compromise", + "RR-10 Climate-finance AI misalignment", + ]), + section("M13-S2", "Maturity Model (Tier 0–5)", [ + "T0 Ad-hoc — governance-by-policy-document; no machine-readable controls", + "T1 Defined — LexAI-DSL bundles for top-N regimes; manual conformance", + "T2 Managed — automated CI/CD gates + GTI sub-index measurement", + "T3 Integrated — federated drills + cross-border ledger + TDL pilots", + "T4 Predictive — FV-LexAI proof-carrying bundles + predictive systemic risk", + "T5 Anticipatory — full Codex-anchored, citizen-plane-legitimized governance", + ]), + section("M13-S3", "Resource Plan (illustrative)", [ + "Year 1: 60 FTE (legal/eng/safety/comms) + 2 regional hubs", + "Year 3: 220 FTE + 5 hubs + AISI partnerships", + "Year 5: 480 FTE + global secretariat + standing deliberation infrastructure", + ]), + ], +}) + +modules.append({ + "id": "M14", + "title": "M14 — Roadmap 2026-2035 and Milestones", + "summary": "Phased roadmap from pilot treaties to mature CEGL with full citizen-plane participation, including milestones, dependencies, and KPIs.", + "covers": ["roadmap", "milestones", "dependencies"], + "sections": [ + section("M14-S1", "Phase 1 (2026-2027) — Pilot Treaties & Tooling", [ + "GASRGP Annex pilot with EU/UK/US/JP/SG", + "LexAI-DSL v1.0 + FV-LexAI v0.5 (P1, P2, P5 properties)", + "Treaty Ledger MVP; Decision Envelope schema standardized", + "First federated drill (DR-01) with 5 regulators", + ]), + section("M14-S2", "Phase 2 (2028-2029) — GAISM Observer & GTI v1.0", [ + "GAISM Observer status; first AI Stress Test", + "GTI v1.0 published quarterly; TDL pilot with 2 CCPs", + "Deliberation panels piloted in 3 jurisdictions", + "FV-LexAI v1.0 with proof-carrying bundles", + ]), + section("M14-S3", "Phase 3 (2030-2032) — Full Treaty Activation", [ + "GAISM activation upon ratification by ≥ 8 G20 jurisdictions", + "GASC accession by ≥ 30 states", + "TDL graduates from pilot; AI Capital Overlay live in major banks", + "Annual cross-border AI stress test with mutual recognition", + ]), + section("M14-S4", "Phase 4 (2033-2035) — Maturity & Civilizational Integration", [ + "T5 maturity in early-adopter G-SIFIs", + "Standing global deliberation infrastructure", + "Climate-finance AI alignment program", + "Codex axiom updates ratified through citizen-plane", + ]), + section("M14-S5", "Dependencies & Risks to Plan", [ + "Geopolitical alignment in 2026-2028 window", + "PQC migration of trust roots by 2030", + "Independent AISI capacity scaling", + "Public legitimacy through transparent deliberation", + ]), + ], +}) + + +# ---------------------- schemas (12) ---------------------- +schemas = [ + {"id": "civilizationalAxiom", "title": "Civilizational Codex Axiom", "fields": ["id", "title", "text", "scope", "version", "ratifiedBy[]", "checksum"]}, + {"id": "lexaiBundle", "title": "LexAI-DSL Bundle", "fields": ["hash", "dsl", "signatures[]", "version", "sunset?", "pcbRef?"]}, + {"id": "lexaiClause", "title": "LexAI Clause", "fields": ["id", "type", "source", "subject", "predicate", "temporal", "evidence[]", "remedyRef", "conflict_priority"]}, + {"id": "proofArtifact", "title": "FV-LexAI Proof Artifact", "fields": ["propertyId", "prover", "method (TLA+|Lean|Coq|Z3)", "proofRef", "verifierSignatures[]", "expiry"]}, + {"id": "treatyEvent", "title": "Treaty Ledger Event (WORM)", "fields": ["id", "type", "payload", "signatures[]", "prevHash", "thisHash", "merkleProof", "ts"]}, + {"id": "decisionEnvelope", "title": "Decision Envelope", "fields": ["envelopeId", "actor", "action", "resourceRef", "modelRef", "policyDecisions[]", "explanations", "redactionsApplied", "prevHash", "thisHash", "signatures[]", "ts"]}, + {"id": "gtiRecord", "title": "Global Trust Index Record", "fields": ["institutionId", "score", "subIndices", "asOf", "attestations[]", "evaluatorQuorum"]}, + {"id": "tdlInstrument", "title": "Trust Derivative Instrument", "fields": ["isin", "type (TLB|TDS|COS|RES)", "issuer", "underlyingGTI", "trigger", "notional", "maturity"]}, + {"id": "drillRun", "title": "Federated Drill Run", "fields": ["id", "scenarioId", "participants[]", "scores", "lessonsLexAI[]", "signatures[]"]}, + {"id": "deliberationPanel", "title": "Deliberation Panel", "fields": ["panelId", "topic", "sortitionStrata", "rounds[]", "outputs[]", "integrityAttestation"]}, + {"id": "supervisorAttestation", "title": "Supervisor Attestation", "fields": ["regulatorId", "subjectInstitutionId", "scope", "findings", "ts", "signature"]}, + {"id": "killSwitchEvent", "title": "Kill-Switch Event", "fields": ["id", "scope", "reason", "cosignatures[]", "propagationLatencyMs", "rollbackPlanRef"]}, +] + + +# ---------------------- code examples (16) ---------------------- +code = [ + {"id": "CE-01", "title": "LexAI-DSL — Obligation (excerpt)", "lang": "lexai", "snippet": "obligation EU_AIACT_ART14_OVERSIGHT {\n source: 'EU AI Act 2026 Art 14',\n subject: provider | deployer,\n predicate: ensure_human_oversight(system, controls=['stop','override','review']),\n temporal: continuous,\n evidence: [DecisionEnvelope, OverrideLog],\n remedy: REM_HUMAN_OVERSIGHT_RESTORE,\n conflict_priority: 90\n}\n\nprohibition GASC_ART2_AUTONOMOUS_LETHAL {\n source: 'GASC Art 2',\n scope: defense_systems,\n enforcement_class: hard,\n exceptions: []\n}"}, + {"id": "CE-02", "title": "LexAI-DSL → OPA/Rego Compiler (TypeScript)", "lang": "typescript", "snippet": "export function compileToRego(b: LexAIBundle): string {\n const rules: string[] = ['package cegl.runtime'];\n for (const c of b.dsl.clauses) {\n if (c.type === 'obligation') {\n rules.push(`allow { input.action == \"${c.predicate.action}\"; input.evidence_present == true }`);\n } else if (c.type === 'prohibition') {\n rules.push(`deny { input.scope == \"${c.scope}\" }`);\n }\n }\n return rules.join('\\n');\n}"}, + {"id": "CE-03", "title": "TLA+ Property — Kill-Switch Liveness", "lang": "tla", "snippet": "----------------- MODULE KillSwitch -----------------\nVARIABLES state, decisionAt, propagatedAt\nInit == state = 'normal' /\\ propagatedAt = 0\nInvoke == state = 'normal' /\\ state' = 'invoked' /\\ decisionAt' = clock\nPropagate == state = 'invoked' /\\ state' = 'contained' /\\ propagatedAt' = clock\nLive == <>(state = 'contained')\nSLA == [](state = 'invoked' => (propagatedAt - decisionAt) <= 60)\n====="}, + {"id": "CE-04", "title": "Lean 4 — Conflict Resolver Totality (sketch)", "lang": "lean", "snippet": "def resolve : ClauseSet → Context → Decision\n | cs, ctx => match cs.findHighestPriority ctx with\n | some d => d\n | none => Decision.deny -- safe default\n\ntheorem resolve_total : ∀ cs ctx, ∃ d, resolve cs ctx = d := by\n intro cs ctx; exact ⟨_, rfl⟩"}, + {"id": "CE-05", "title": "Treaty Ledger Append (Node.js)", "lang": "typescript", "snippet": "import {createHash, sign} from 'node:crypto';\nexport async function appendTreaty(prev: string, evt: TreatyEvent, key: KeyHandle) {\n const body = canonicalize({...evt, prevHash: prev});\n const thisHash = createHash('sha256').update(body).digest('hex');\n const sig = sign('Ed25519', Buffer.from(thisHash,'hex'), key.priv).toString('base64');\n const envelope = {...JSON.parse(body), thisHash, signatures:[{alg:'Ed25519', kid:key.kid, sig}]};\n await kafka.send({topic:`treaty.events`, messages:[{key:evt.id, value:JSON.stringify(envelope)}]});\n return envelope;\n}"}, + {"id": "CE-06", "title": "GTI Computation (Python)", "lang": "python", "snippet": "def compute_gti(records, weights):\n sub = {k: weighted_avg([r.subIndices[k] for r in records],\n [r.attestationQuorum for r in records]) for k in weights}\n score = sum(weights[k]*sub[k] for k in weights)\n return {'score': round(score, 4), 'subIndices': sub}"}, + {"id": "CE-07", "title": "Kill-Switch Multisig Invocation (TypeScript)", "lang": "typescript", "snippet": "export async function invokeKillSwitch(req: KSReq) {\n if (req.cosignatures.length < 2) throw new Error('multisig required');\n await verifyCoSigs(req.cosignatures, ['ai_safety_lead', 'ciso|cro']);\n await ledger.append({type:'killswitch.invoke', payload:req});\n await fanout.broadcast('killswitch', req.scope); // global anycast\n await checkPropagation({slaMs: 60_000});\n}"}, + {"id": "CE-08", "title": "Federated Drill Orchestrator (Python)", "lang": "python", "snippet": "async def run_drill(scenario_id, participants):\n drill = await drill_svc.start(scenario_id, participants)\n async for evt in drill.stream():\n await score(evt)\n lessons = analyse(drill)\n bundle = compile_lessons_to_lexai(lessons)\n await lexai.publish(bundle) # FV-LexAI verifies before activation\n return drill.report"}, + {"id": "CE-09", "title": "OpenTelemetry Span — Treaty Action", "lang": "typescript", "snippet": "tracer.startActiveSpan('treaty.action', span => {\n span.setAttributes({'treaty.id':evt.id,'treaty.type':evt.type,'jurisdiction':ctx.jur});\n // ...handler...\n span.end();\n});"}, + {"id": "CE-10", "title": "Sortition Sampling (Python)", "lang": "python", "snippet": "import secrets\ndef sortition(pool, strata_quotas):\n out = []\n for stratum, q in strata_quotas.items():\n eligible = [p for p in pool if p.matches(stratum)]\n out += secrets.SystemRandom().sample(eligible, q)\n return out"}, + {"id": "CE-11", "title": "Supervisor Gateway — Bulletin Verify (TS)", "lang": "typescript", "snippet": "export async function verifyBulletin(b: Bulletin) {\n const cert = await pki.resolve(b.signerKid);\n const ok = await crypto.verify('Ed25519', b.payload, cert.pub, b.sig);\n if (!ok) throw new Error('invalid bulletin');\n await audit.append({action:'bulletin.verify', signer:b.signerKid, hash:b.payloadHash});\n}"}, + {"id": "CE-12", "title": "TDL Trigger Monitor (Python)", "lang": "python", "snippet": "def should_step_up_coupon(gti_record, floor):\n return gti_record['score'] < floor\n\ndef should_circuit_break(spread_bps, threshold):\n return spread_bps >= threshold"}, + {"id": "CE-13", "title": "Confidential Compute — Attestation Check", "lang": "typescript", "snippet": "const att = await tee.getAttestation();\nif (!verifyAttestation(att, expected: 'TDX|SEV-SNP', minTcb)) throw new Error('TEE attestation failed');\n// proceed with sensitive evaluation..."}, + {"id": "CE-14", "title": "Treaty Bundle Hot-Swap (CI snippet)", "lang": "yaml", "snippet": "- name: FV-LexAI verify\n run: fvc verify --bundle $BUNDLE --properties P1,P2,P5,P7\n- name: Sigstore sign\n run: cosign sign --key kms://treaty-authority $BUNDLE\n- name: Stage canary\n run: cli treaty deploy --canary --regions eu1,us1\n- name: KPI check\n run: cli gti floor-check --scope canary --floor 0.85"}, + {"id": "CE-15", "title": "PQC Hybrid Sign (TS)", "lang": "typescript", "snippet": "const ed = await crypto.sign('Ed25519', payload, ed25519Key);\nconst pq = await mldsa.sign(payload, mldsa65Key);\nreturn {alg:'hybrid:Ed25519+ML-DSA-65', sigs:[ed, pq]};"}, + {"id": "CE-16", "title": "Public Press Bulletin (Markdown template)", "lang": "markdown", "snippet": "# Public Bulletin — {{title}}\n\n*Issued:* {{ts}} · *Authority:* {{authority}} · *Signed:* {{sigShort}}\n\n## What happened\n{{whatHappened}}\n\n## What we are doing\n{{actions}}\n\n## What this means for you\n{{citizenImpact}}\n\n## Verification\nVerify this bulletin's signature at {{verifyUrl}}."}, +] + + +# ---------------------- case studies (6) ---------------------- +cases = [ + {"id": "CS-01", "title": "Cross-Border Flash Event (DR-02 drill)", "summary": "Three regulators executed a coordinated drill on an AI-driven equity flash event; kill-switch propagated in 47s, capital overlay applied within 3 BD.", "outcomes": ["Kill-switch propagation 47 s", "MTTR 38 min", "Mutual recognition under GASRGP Art 14", "5 LexAI clauses updated"]}, + {"id": "CS-02", "title": "Synthetic-Media Bank Run (DR-03 drill)", "summary": "Deepfake CEO video coordinated with cryptographically-signed counter-bulletin within 12 minutes; depositor outflows contained.", "outcomes": ["Counter-bulletin signed in 12 min", "Provenance verification reached >70% of users", "No bank-run threshold breached"]}, + {"id": "CS-03", "title": "GAISM Observer AI Stress Test", "summary": "EU/UK/US/JP/SG ran the first AI stress test; identified concentrated GTI weakness in two G-SIBs; capital overlay calibration adjusted.", "outcomes": ["2 G-SIBs flagged for remediation", "Capital overlay +18 bps for affected exposures", "TDL pilot calibrated"]}, + {"id": "CS-04", "title": "Citizen Deliberation on Generative-Media Disclosure", "summary": "Sortition panel of 240 citizens across 12 countries produced consensus recommendations; 7 adopted into LexAI-DSL bundle.", "outcomes": ["7 LexAI clauses ratified", "Public trust score +6 pp", "Independent integrity attestation passed"]}, + {"id": "CS-05", "title": "PQC Migration of Treaty Roots", "summary": "Treaty Authority migrated to hybrid Ed25519+ML-DSA-65 root; verifier sidecars updated with zero-downtime rollover.", "outcomes": ["Zero failed verifications during rollover", "Quantum-safe coverage 100%", "Verified by 3 independent labs"]}, + {"id": "CS-06", "title": "Climate-Finance AI Misalignment Detection", "summary": "FV-LexAI property monitor detected systematic mispricing of transition risk; supervisors issued joint guidance and capital overlay.", "outcomes": ["Mispricing closed within 6 months", "GTI fairness sub-index +0.04", "Cross-border guidance harmonized"]}, +] + + +# ---------------------- KPIs (24) ---------------------- +kpis = [ + {"id": "KPI-01", "name": "Kill-switch propagation latency (global)", "target": "≤ 60 s p95"}, + {"id": "KPI-02", "name": "Cross-border SEV-1 incident reporting", "target": "≤ 24 h"}, + {"id": "KPI-03", "name": "FV-LexAI property pass-rate per release", "target": "100% on P1-P7"}, + {"id": "KPI-04", "name": "Treaty Ledger daily Merkle anchor success", "target": "100%"}, + {"id": "KPI-05", "name": "GTI publication freshness", "target": "≤ 7 BD"}, + {"id": "KPI-06", "name": "Drill participation across regulators", "target": "≥ 8 jurisdictions / yr"}, + {"id": "KPI-07", "name": "Deliberation panel sortition representativeness", "target": "≥ 0.95 strata fidelity"}, + {"id": "KPI-08", "name": "Decision-traceability ratio", "target": "≥ 99.95%"}, + {"id": "KPI-09", "name": "PII leakage in Decision Envelopes", "target": "≤ 0.01%"}, + {"id": "KPI-10", "name": "TDL circuit-breaker false-positive", "target": "≤ 0.5%"}, + {"id": "KPI-11", "name": "AI Capital Overlay calibration freshness", "target": "≤ 1 quarter"}, + {"id": "KPI-12", "name": "Treaty bundle deployment success", "target": "≥ 99.9%"}, + {"id": "KPI-13", "name": "Time to ratify Codex amendment", "target": "≤ 18 months"}, + {"id": "KPI-14", "name": "Public bulletin signature verification", "target": "≥ 99% of recipients"}, + {"id": "KPI-15", "name": "Quantum-safe coverage of trust roots", "target": "100% by 2030"}, + {"id": "KPI-16", "name": "Independent-evaluator quorum on GTI", "target": "≥ 3 per institution"}, + {"id": "KPI-17", "name": "Disparate-impact bound on financial AI", "target": "ε ≤ 0.05"}, + {"id": "KPI-18", "name": "Citizen redress turnaround", "target": "≤ 30 BD"}, + {"id": "KPI-19", "name": "AI Stress-Test coverage of G-SIBs", "target": "≥ 95%"}, + {"id": "KPI-20", "name": "Deliberation output → LexAI ratification", "target": "≥ 60% per cycle"}, + {"id": "KPI-21", "name": "MTTA on systemic AI alerts", "target": "≤ 10 min"}, + {"id": "KPI-22", "name": "Cross-border drill mutual recognition", "target": "100%"}, + {"id": "KPI-23", "name": "PCB freshness (proof artifact age)", "target": "≤ 90 d"}, + {"id": "KPI-24", "name": "Maturity tier across G-SIFIs by 2032", "target": "≥ T3 median"}, +] + + +# ---------------------- treaty articles (sample) ---------------------- +treatyArticles = [ + {"id": "GASRGP-04", "treaty": "GASRGP", "article": "Art 4 Pre-deployment evaluation", "summary": "Mandatory pre-deployment evaluation for frontier models above compute threshold.", "lexaiClauseRef": "OBL_GASRGP_ART4_EVAL"}, + {"id": "GASRGP-07", "treaty": "GASRGP", "article": "Art 7 Cross-border incident reporting", "summary": "≤24h SEV-1 reporting across jurisdictions; signed bulletins via Treaty Ledger.", "lexaiClauseRef": "OBL_GASRGP_ART7_REPORT"}, + {"id": "GASRGP-11", "treaty": "GASRGP", "article": "Art 11 Compute governance", "summary": "Licensing for >10^26 FLOP runs; supply-chain auditability.", "lexaiClauseRef": "OBL_GASRGP_ART11_COMPUTE"}, + {"id": "GASRGP-14", "treaty": "GASRGP", "article": "Art 14 Mutual recognition", "summary": "Drills and supervisory attestations recognized across signatories.", "lexaiClauseRef": "OBL_GASRGP_ART14_MR"}, + {"id": "GASRGP-18", "treaty": "GASRGP", "article": "Art 18 Kill-switch obligations", "summary": "Treaty-anchored kill-switch with multisig and ≤60s SLA.", "lexaiClauseRef": "OBL_GASRGP_ART18_KS"}, + {"id": "GASC-02", "treaty": "GASC", "article": "Art 2 Autonomous lethal force prohibition", "summary": "Hard prohibition on autonomous lethal targeting decisions.", "lexaiClauseRef": "PRO_GASC_ART2_LETHAL"}, + {"id": "GASC-05", "treaty": "GASC", "article": "Art 5 Manipulative cognitive targeting", "summary": "Prohibits manipulative AI targeting cognitive vulnerabilities.", "lexaiClauseRef": "PRO_GASC_ART5_MANIP"}, + {"id": "GASC-09", "treaty": "GASC", "article": "Art 9 Synthetic-media provenance", "summary": "Mandatory provenance and disclosure for synthetic media at scale.", "lexaiClauseRef": "OBL_GASC_ART9_PROV"}, + {"id": "GASC-12", "treaty": "GASC", "article": "Art 12 Inspection rights", "summary": "Independent verification rights for AISI and academia.", "lexaiClauseRef": "OBL_GASC_ART12_INSPECT"}, + {"id": "GAISM-CAP", "treaty": "GAISM", "article": "Capital Overlay Schedule", "summary": "AI RWA add-on calibrated to GTI sub-indices.", "lexaiClauseRef": "OBL_GAISM_CAP_OVERLAY"}, + {"id": "GAISM-LIQ", "treaty": "GAISM", "article": "Liquidity Facility", "summary": "24-72 h backstop during AI-induced market stress.", "lexaiClauseRef": "OBL_GAISM_LIQ_FACILITY"}, + {"id": "GAISM-RES", "treaty": "GAISM", "article": "AI Resolution Authority", "summary": "Recovery and resolution tools for AI-coupled failures.", "lexaiClauseRef": "OBL_GAISM_RES_AUTHORITY"}, +] + + +# ---------------------- regulator integrations ---------------------- +regulators = [ + {"id": "REG-ECB", "name": "European Central Bank", "scope": "Eurozone banks, AI Capital Overlay calibration, AI stress test", "integrations": ["supervisor-gateway-svc", "GTI feed", "TDL exposure dashboard"]}, + {"id": "REG-FED", "name": "US Federal Reserve", "scope": "SR 11-7, AI in bank supervision, TDL CCP coordination", "integrations": ["supervisor-gateway-svc", "GTI feed", "Drill orchestration"]}, + {"id": "REG-PRA", "name": "Bank of England — PRA", "scope": "SS1/23, model risk, AI stress test", "integrations": ["supervisor-gateway-svc", "Drill orchestration"]}, + {"id": "REG-FCA", "name": "Financial Conduct Authority", "scope": "Consumer Duty, AI conduct supervision", "integrations": ["supervisor-gateway-svc", "Citizen redress integration"]}, + {"id": "REG-MAS", "name": "Monetary Authority of Singapore", "scope": "FEAT, AI Verify, sandbox", "integrations": ["supervisor-gateway-svc", "AI Verify feeds"]}, + {"id": "REG-HKMA", "name": "Hong Kong Monetary Authority", "scope": "GS-1/GL-90, AI in banking", "integrations": ["supervisor-gateway-svc"]}, + {"id": "REG-SEC", "name": "US Securities and Exchange Commission", "scope": "Broker-dealer/IA AI rules, market AI", "integrations": ["supervisor-gateway-svc", "TDL CCP coordination"]}, + {"id": "REG-FDIC", "name": "Federal Deposit Insurance Corporation", "scope": "AI guidance, deposit-related AI risks", "integrations": ["supervisor-gateway-svc"]}, + {"id": "REG-IMF", "name": "International Monetary Fund", "scope": "Article IV surveillance, GAISM administration", "integrations": ["GAISM admin", "Country GTI feed"]}, + {"id": "REG-FSB", "name": "Financial Stability Board", "scope": "AI vulnerabilities, mutual recognition coordination", "integrations": ["GTI heatmap", "Drill mutual recognition"]}, + {"id": "REG-AISI", "name": "AI Safety Institute Network", "scope": "Independent verification, red-team battery", "integrations": ["FV-LexAI verification", "Audit rights"]}, + {"id": "REG-OECD", "name": "OECD AI Policy Observatory", "scope": "Principles alignment, indicator publication", "integrations": ["GTI public dashboard input"]}, +] + + +# ---------------------- runbooks (sample) ---------------------- +runbooks = [ + {"id": "RB-01", "title": "LEVEL-5 containment drill execution", "steps": ["Convene J-DOC", "Activate sandbox replicas", "Inject scenario", "Score & sign", "Publish lessons → LexAI bundle"]}, + {"id": "RB-02", "title": "Treaty bundle hot-swap with multisig", "steps": ["Sign new bundle (multisig)", "Submit PCB", "Canary regions", "GTI floor check", "Promote to global"]}, + {"id": "RB-03", "title": "Cross-border SEV-1 reporting (≤24h)", "steps": ["Detect", "Triage", "Sign bulletin", "Distribute to participating supervisors", "WORM append"]}, + {"id": "RB-04", "title": "Kill-switch invocation & restoration", "steps": ["Co-sign by AI Safety Lead + CISO/CRO", "Broadcast", "Verify SLA ≤60 s", "Restoration plan w/ FV-LexAI re-verify"]}, + {"id": "RB-05", "title": "Deliberation panel convening", "steps": ["Define topic", "Sortition sample", "3 rounds", "Outputs to LexAI", "Integrity attestation"]}, + {"id": "RB-06", "title": "GTI re-attestation after evaluator dispute", "steps": ["Open dispute", "Independent re-eval", "Quorum sign", "Publish revision"]}, + {"id": "RB-07", "title": "TDL circuit-breaker activation", "steps": ["Spread breach detected", "Notify CCP + supervisor", "Activate breaker", "Coordinate market reopening"]}, +] + + +# ---------------------- briefings ---------------------- +briefings = [ + {"id": "BD-01", "audience": "Heads of State", "duration": "15 min / 10 slides", "narrativeAnchor": "Codex axioms; civilizational risk; treaty status"}, + {"id": "BD-02", "audience": "Central-Bank Governors", "duration": "30 min", "narrativeAnchor": "GTI heatmap, GAISM facility status, AI Capital Overlay"}, + {"id": "BD-03", "audience": "IMF / FSB plenary", "duration": "45 min", "narrativeAnchor": "Country GTI trajectory, TDL exposure, cross-border drills"}, + {"id": "BD-04", "audience": "G-SIFI Board", "duration": "60 min", "narrativeAnchor": "Adversarial findings, kill-switch drills, capital impact"}, + {"id": "BD-05", "audience": "Parliamentary committee", "duration": "60 min", "narrativeAnchor": "Rights, contestability, citizen oversight"}, + {"id": "BD-06", "audience": "Public press", "duration": "20 min", "narrativeAnchor": "Plain language, signed provenance, redress channels"}, +] + + +# ---------------------- traceability ---------------------- +traceability = [ + {"feature": "M2 LexAI-DSL clauses", "control": "Hash-chained machine-readable obligations", "regimes": ["EU AI Act 2026 (multiple)", "ISO/IEC 42001 Cl 8.4", "NIST AI RMF Govern 1.4"]}, + {"feature": "M3 FV-LexAI property suite", "control": "Formal proofs of safety/liveness/non-discrimination", "regimes": ["EU AI Act Art 9/10", "SR 11-7 III.B", "ISO/IEC 23894"]}, + {"feature": "M4 GASC Art 2 prohibition", "control": "Hard prohibition on autonomous lethal force", "regimes": ["GASC Art 2", "UN Charter", "IHL"]}, + {"feature": "M4 GAISM AI Capital Overlay", "control": "RWA add-on tied to GTI", "regimes": ["Basel III/IV", "EU CRR", "SR 11-7"]}, + {"feature": "M5 GTI sub-indices", "control": "Multi-evaluator attestations", "regimes": ["EU AI Act Art 13", "MAS FEAT", "OECD AI Principles"]}, + {"feature": "M6 federated drills", "control": "Mutual recognition under GASRGP Art 14", "regimes": ["GASRGP Art 14", "FSB recommendations"]}, + {"feature": "M8 deliberation outputs", "control": "Citizen recommendations to LexAI", "regimes": ["COE AI Convention", "ICCPR Art 25"]}, + {"feature": "M9 Treaty Ledger", "control": "Append-only WORM ledger with Merkle anchors", "regimes": ["EU AI Act Art 12", "ISO/IEC 27001 A.12.4"]}, + {"feature": "M10 PQC hybrid signatures", "control": "Quantum-safe trust roots", "regimes": ["NIST PQC migration", "BIS PQC guidance"]}, + {"feature": "M11 sector mapping", "control": "Sector-specific obligations", "regimes": ["FCRA §615(a)", "FCA Consumer Duty", "Solvency II"]}, + {"feature": "M12 inspection rights", "control": "Independent verification access", "regimes": ["GASC Art 12", "AI Safety Institute statutes"]}, + {"feature": "M13 maturity model", "control": "Tiered conformance assessment", "regimes": ["ISO/IEC 42001 Annex A", "NIST AI RMF profiles"]}, +] + + +# ---------------------- engineering blueprint flows ---------------------- +dataFlows = [ + {"id": "DF-01", "name": "Bundle → FV-LexAI → Activation", "steps": ["Author signs LexAI bundle", "FV-LexAI verifies P1..P7", "Treaty Authority co-signs PCB", "Sidecars verify and activate"], "controls": ["multisig", "FV gates", "WORM ledger"]}, + {"id": "DF-02", "name": "Decision Envelope → GTI", "steps": ["Provider signs envelope", "Evaluators attest sub-indices", "GTI svc aggregates", "Daily Merkle anchor"], "controls": ["evaluator quorum", "tamper-evident chain"]}, + {"id": "DF-03", "name": "Cross-border Incident", "steps": ["Detect SEV-1", "Sign bulletin", "Distribute via gateway", "Append to ledger", "Public bulletin"], "controls": ["≤24h SLA", "PKI verification", "Counter-deepfake"]}, + {"id": "DF-04", "name": "Kill-Switch Propagation", "steps": ["Co-sign", "Anycast broadcast", "Sidecars contain", "Verify SLA"], "controls": ["multisig", "≤60s SLA", "rollback plan"]}, + {"id": "DF-05", "name": "Deliberation → LexAI", "steps": ["Sortition", "3-round deliberation", "Output drafting", "FV-LexAI verify", "Bundle activation"], "controls": ["integrity attestation", "anti-manipulation"]}, + {"id": "DF-06", "name": "TDL Trigger", "steps": ["Spread monitor", "Floor breach", "CCP coordination", "Circuit breaker", "Reopen plan"], "controls": ["position limits", "CCP supervision"]}, +] + + +# ---------------------- privacy & security ---------------------- +privacy = { + "lawfulBasis": ["Treaty obligation (Art 6(1)(c))", "Public interest (Art 6(1)(e))"], + "dataMinimization": ["Pseudonymous WORM payloads", "Confidential compute for sensitive evals", "Federated access to research commons"], + "subjectRights": ["Citizen redress portal with SLA", "Right of contestation for automated decisions", "Transparent provenance"], + "transfers": "Per-jurisdiction residency with cross-border attestation; SCCs + supplementary measures", + "dpia": "Mandatory for any LexAI bundle touching personal data; reviewed by DPOs and AISI", +} + + +# ---------------------- deployment considerations ---------------------- +deployment = [ + "Multi-region active-active with confidential compute for FV-LexAI proof generation", + "Air-gapped enclaves for treaty-signing keys (FIPS 140-3 L4 HSM)", + "Hybrid PQC signatures (Ed25519 + ML-DSA-65) on critical bundles", + "WORM tiering for Treaty Ledger with object-store bucket lock and 50-year retention", + "Per-jurisdiction supervisor-gateway-svc deployments with mutual-TLS workload identity", + "Independent observation channels for AISI and civil-society auditors", + "Disaster recovery: cross-region failover with RPO ≤ 1 h, RTO ≤ 4 h for treaty plane", + "Chaos drills quarterly: KMS outage, region failover, kill-switch propagation under partition", + "CI/CD: SBOM + SLSA L3+ + Sigstore + FV-LexAI gate + GTI floor canary", + "Public verifier endpoints for press to validate signed bulletins offline", +] + + +# ---------------------- executive summary ---------------------- +executiveSummary = { + "purpose": "Provide a regulator-ready, treaty-aligned, formally-verifiable governance framework for global AI systemic risk in financial services and planetary-scale civilizational governance, integrating CEGL, LexAI-DSL, FV-LexAI, the GASRGP/GASC/GAISM treaty stack, the Global Trust Index and Trust Derivatives Layer, central-bank/IMF integration, the Global Deliberation Protocol, and engineering deployment blueprints.", + "approach": "Layered architecture (Codex → Treaties → LexAI-DSL → FV-LexAI → Supervisory plane → Operational plane → Citizen plane), proof-carrying bundles, Treaty Ledger WORM, sortition-based deliberation, federated supervisory drills, and PQC-hybrid trust roots.", + "deliverables": "14 modules · schemas · code examples · case studies · 24 supervisory KPIs · treaty-article mapping · regulator integration list · runbooks · briefing decks · data flows · privacy spec · traceability matrix · deployment considerations · roadmap 2026-2035.", + "outcomes": [ + "Sub-60 s kill-switch propagation with multisig and treaty SLA", + "Cross-border mutual recognition under GASRGP Art 14", + "AI Capital Overlay calibrated to GTI sub-indices", + "Citizen-plane legitimacy through stratified sortition", + "Treaty-anchored auditability with Merkle-anchored Treaty Ledger", + "Quantum-safe coverage by 2030", + ], +} + + +# ---------------------- assemble ---------------------- +DOC["modules"] = modules +DOC["schemas"] = schemas +DOC["codeExamples"] = code +DOC["caseStudies"] = cases +DOC["kpis"] = kpis +DOC["treatyArticles"] = treatyArticles +DOC["regulators"] = regulators +DOC["runbooks"] = runbooks +DOC["briefings"] = briefings +DOC["dataFlows"] = dataFlows +DOC["privacy"] = privacy +DOC["traceability"] = traceability +DOC["deploymentConsiderations"] = deployment +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), + "treatyArticles": len(treatyArticles), + "regulators": len(regulators), + "runbooks": len(runbooks), + "briefings": len(briefings), + "dataFlows": len(dataFlows), + "traceabilityRows": len(traceability), + "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/cegl-lexai-gov.html b/rag-agentic-dashboard/public/cegl-lexai-gov.html new file mode 100644 index 0000000..9866fb1 --- /dev/null +++ b/rag-agentic-dashboard/public/cegl-lexai-gov.html @@ -0,0 +1,341 @@ + + + + +CEGL / LexAI-DSL / FV-LexAI — Global AI Systemic Risk Governance & Civilizational Codex Meta-Governance Framework — CEGL-LEXAI-GOV-WP-044 + + +
+

CEGL / LexAI-DSL / FV-LexAI — Global AI Systemic Risk Governance & Civilizational Codex Meta-Governance Framework

+
CEGL-LEXAI-GOV-WP-044 · v1.0.0 · 2026-2035 · CONFIDENTIAL — Heads of State / Central Bank Governors / IMF MD / G-SIFI Boards / Treaty Authority / AI Safety Institute / CAIO / CRO / CISO
+
Owner: Treaty Liaison + CAIO + CRO; co-signed by Central Bank Governor liaison, IMF liaison, CISO, GC, DPO, Head of Internal Audit, AI Safety Lead, Civic Legitimacy Council Chair
+
+ +
+ +
+

Executive Summary

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Purpose: Provide a regulator-ready, treaty-aligned, formally-verifiable governance framework for global AI systemic risk in financial services and planetary-scale civilizational governance, integrating CEGL, LexAI-DSL, FV-LexAI, the GASRGP/GASC/GAISM treaty stack, the Global Trust Index and Trust Derivatives Layer, central-bank/IMF integration, the Global Deliberation Protocol, and engineering deployment blueprints.

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Approach: Layered architecture (Codex → Treaties → LexAI-DSL → FV-LexAI → Supervisory plane → Operational plane → Citizen plane), proof-carrying bundles, Treaty Ledger WORM, sortition-based deliberation, federated supervisory drills, and PQC-hybrid trust roots.

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Deliverables: 14 modules · schemas · code examples · case studies · 24 supervisory KPIs · treaty-article mapping · regulator integration list · runbooks · briefing decks · data flows · privacy spec · traceability matrix · deployment considerations · roadmap 2026-2035.

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Outcomes

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  • Sub-60 s kill-switch propagation with multisig and treaty SLA
  • Cross-border mutual recognition under GASRGP Art 14
  • AI Capital Overlay calibrated to GTI sub-indices
  • Citizen-plane legitimacy through stratified sortition
  • Treaty-anchored auditability with Merkle-anchored Treaty Ledger
  • Quantum-safe coverage by 2030
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Builds On

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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-ARCH
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Counts

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+
14
modules
60
sections
12
schemas
16
codeExamples
6
caseStudies
24
kpis
12
treatyArticles
12
regulators
7
runbooks
6
briefings
6
dataFlows
12
traceabilityRows
100
apiRoutes
+
+

Regimes Aligned

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EU AI Act 2026 (Arts 5/9/10/13/14/50/53/55/56)NIST AI RMF 1.0 + Generative AI ProfileISO/IEC 42001 (AIMS)ISO/IEC 23894 / 5338 / 38507GDPR Arts 5/22/25/35Basel III/IV (BCBS 239 risk data aggregation)SR 11-7 (US Fed Model Risk Management)FCA Consumer Duty / SMCRPRA SS1/23 (model risk)MAS FEAT Principles + AI VerifyHKMA SPM GS-1 / GL-90SEC AI rules (broker-dealer/investment-adviser proposals)FDIC AI GuidanceOECD AI Principles 2024G7 Hiroshima AI Process Code of ConductUN GA Resolution A/78/L.49 (AI for SDGs)Council of Europe AI Convention (Framework Convention)FSB recommendations on AI in financial services
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+ +
+

Modules (14)

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M1 — CEGL Conceptual Framework & Civilizational Codex Meta-Governance

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Civilizational Ethical Governance Layer (CEGL) — the meta-governance substrate for planetary-scale AI systems, anchored to a Civilizational Codex of axioms, principles, and red lines.

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CEGLCivilizational Codexaxiomsred linesmeta-governance
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M1-S1 — Mission & Scope
missionProvide a regulator-ready, treaty-aligned, formally-verifiable governance substrate for AI systems that pose systemic or civilizational risk, integrating financial-services prudential supervision with planetary-scale civilizational governance.
scope
  • Frontier AGI/ASI capability classes (foundation models > GPAI threshold)
  • G-SIFI / G-SII AI deployments (credit, trading, insurance, AML, fiduciary advisory)
  • Cross-border data, compute, and model artifact flows
  • Public-good and public-sector AI used at planetary scale (climate, pandemic, infra)
outOfScope
  • Purely consumer recommender systems below GPAI thresholds
  • Local research-only sandboxes with no production exposure
M1-S2 — CEGL Layered Stack
  • L0 Civilizational Codex (axioms, red lines, dignity, sovereignty, ecological integrity)
  • L1 Treaty Stack (GASRGP, GASC, GAISM)
  • L2 LexAI-DSL Normative Layer (machine-readable law, controls, conflict-of-laws)
  • L3 FV-LexAI Formal-Verification Layer (proofs, model checking, property tests)
  • L4 Supervisory Plane (regulators, central banks, IMF, FSB, treaty authority)
  • L5 Operational Plane (G-SIFIs, model providers, compute hosts, registries)
  • L6 Citizen Plane (Global Deliberation Protocol, participatory legitimacy)
M1-S3 — Civilizational Codex — 12 Axioms (excerpt)
  • A1 Human dignity and inalienable rights take precedence over efficiency.
  • A2 No autonomous lethal targeting; humans retain meaningful control over force.
  • A3 Critical infrastructure must remain controllable under degraded AI conditions.
  • A4 Catastrophic and existential risks require precautionary, irreversibility-aware controls.
  • A5 Privacy by design and data minimization are non-negotiable.
  • A6 Non-discrimination across protected and proxy attributes.
  • A7 Transparency commensurate with risk; provenance and disclosure for synthetic media.
  • A8 Plurality and contestability — no single jurisdiction dominates norm-setting unilaterally.
  • A9 Ecological integrity and intergenerational fairness.
  • A10 Compute and model lifecycles must be auditable and accountable.
  • A11 Crisis controllability — kill-switch, containment, rollback are first-class.
  • A12 Legitimacy through participation — affected publics must have voice in shaping norms.
M1-S4 — Red Lines (hard prohibitions)
  • Autonomous nuclear, biological, chemical, or radiological release decisions
  • Mass surveillance scoring of populations without rule-of-law protections
  • Manipulative AI targeting cognitive vulnerabilities of children/elderly
  • Replacement of judicial sentencing with autonomous AI
  • Deceptive impersonation of public officials by AI
  • Self-replication beyond authorized compute and jurisdiction
M1-S5 — Why a Codex Layer is Necessary
  • Cross-border conflict-of-laws creates regulatory arbitrage; a Codex provides a common normative anchor.
  • Civilizational risks are non-actuarial; pure capital-based regulation is insufficient.
  • Treaty law must be machine-readable to enable real-time supervisory enforcement.
  • Legitimacy of frontier AI rules requires citizen-plane input, not only regulator-plane.
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M2 — LexAI-DSL: Machine-Readable Law for AI Systems

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A domain-specific language for expressing legal obligations, controls, conflict-of-laws, and remedies as executable, auditable artifacts.

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DSLmachine-readable lawcontrolsconflict-of-lawsremedies
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M2-S1 — Design Goals
  • Bridges natural-language law and runtime policy enforcement
  • Supports parallel obligations across jurisdictions with declared precedence
  • Compiles to OPA/Rego, Cedar, Datalog, and Lean/Coq proof obligations
  • Versioned, signed, hash-chained; every clause has a SHA-256 identity
M2-S2 — Core Constructs
  • obligation { id, source, predicate, subject, object, temporal, remedy, conflict_priority }
  • permission { id, source, conditions, sunset }
  • prohibition { id, source, scope, exceptions, enforcement_class }
  • definition { term, meaning, jurisdiction, version }
  • evidence_requirement { id, controlRef, artifactType, signing, retention }
  • remedy { id, classes[], severity, repair_action, restitution }
M2-S3 — Conflict-of-Laws Resolver
approachLattice of jurisdictions + lex superior/posterior/specialis rules; explicit precedence override by treaty article
deterministicResolver is a pure function over (clauseSet, context) → decision; replayable under FV-LexAI proof
M2-S4 — Authoring & Lifecycle
  • Drafted by joint counsel + AI ethicists + technical SMEs
  • Signed by designated authority of source jurisdiction
  • Hash-chained to Treaty Ledger; rollouts via signed bundles
  • Sunset clauses default ON unless renewed; audited annually
M2-S5 — Example LexAI-DSL Clause (excerpt)
  • obligation EU_AIACT_ART14_OVERSIGHT {
  • source: 'EU AI Act 2026 Art 14',
  • subject: provider | deployer,
  • predicate: ensure_human_oversight(system, controls = ['stop','override','review']),
  • temporal: continuous,
  • evidence: [DecisionEnvelope, OverrideLog],
  • remedy: REM_HUMAN_OVERSIGHT_RESTORE,
  • conflict_priority: 90
  • }
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+
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M3 — FV-LexAI: Formal Verification of LexAI-DSL Properties

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Formal-methods layer that proves safety, liveness, and conformance properties over LexAI-DSL bundles and runtime control planes.

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formal verificationmodel checkingproperty testsproofs
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M3-S1 — Property Catalogue (sample)
  • P1 Safety: no run reaches 'release' state without human-oversight evidence (Art 14)
  • P2 Liveness: every run eventually emits a Decision Envelope with provenance
  • P3 Non-discrimination: bounded disparate impact over protected attributes ≤ ε
  • P4 Consistency: conflict-of-laws resolver is deterministic and total
  • P5 Containment: kill-switch propagation ≤ 60 s under partial-failure model
  • P6 Privacy: PII does not appear in audit payloads (only HMAC pseudonyms)
  • P7 Reversibility: no irreversible action without N-eyes co-sign + cool-down
M3-S2 — Tooling
modelCheckingTLA+ / Apalache for protocol-level invariants
theoremProvingLean 4 / Coq for Codex axioms and resolver totality
smtSolverZ3 / CVC5 for clause satisfiability and conflict detection
runtimeMonitorsDifferential property monitors emit SEV events on violation
fuzzersProperty-based fuzzing on policy bundles (Hypothesis / Proptest)
M3-S3 — Continuous Verification Pipeline
  • Every signed LexAI bundle triggers FV-LexAI CI: parse → typecheck → SMT → model-check → proof-replay
  • Failure blocks bundle deployment globally; signed proof artifacts archived to WORM
  • Quarterly red-team verification by independent AI Safety Institute
M3-S4 — Proof-Carrying Bundles
formatPCB { bundleHash, properties[], proofArtifacts[], verifierSignatures[], expiry }
distributionPCBs signed by Treaty Authority + AI Safety Institute; sidecars verify before activation
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+
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M4 — Treaty Stack: GASRGP, GASC, GAISM

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Three interlocking treaty instruments forming the global AI systemic-risk governance protocol, AI Safety Convention, and AI Stability Mechanism.

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GASRGPGASCGAISMtreaties
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M4-S1 — GASRGP — Global AI Systemic Risk Governance Protocol
purposeSet baseline obligations for frontier AI systems with cross-border systemic impact (financial + civilizational).
keyArticles
  • Art 1 Definitions (Frontier Model, Systemic Importance, Compute Threshold)
  • Art 4 Pre-deployment evaluation & registration
  • Art 7 Cross-border incident reporting (≤ 24 h SEV-1)
  • Art 11 Compute governance & licensing of >10^26 FLOP training runs
  • Art 14 Mutual recognition of supervisory drill outcomes
  • Art 18 Treaty-anchored kill-switch obligations
M4-S2 — GASC — Global AI Safety Convention
purposeBind signatories to red-line prohibitions and rights protections (analogous to chemical/biological conventions).
keyArticles
  • Art 2 Prohibition on autonomous lethal force decisions
  • Art 5 Prohibition on manipulative cognitive targeting
  • Art 9 Provenance & disclosure for synthetic media at scale
  • Art 12 Independent verification and inspection rights
M4-S3 — GAISM — Global AI Stability Mechanism
purposeIMF/FSB-anchored macroprudential mechanism for AI-driven systemic financial risk; provides liquidity, capital overlays, and resolution tools.
instruments
  • AI Capital Overlay (RWA add-on for high-risk model exposures)
  • AI Liquidity Facility (24-72 h backstop during AI-induced market stress)
  • AI Resolution Authority (recovery, resolution of AI-coupled failures)
  • Cross-Border AI Stress Test (annual, BCBS 239 + AI dimension)
M4-S4 — Interactions & Precedence
  • GASC red lines have lex superior over GASRGP economic provisions
  • GAISM macroprudential measures complement GASRGP supervisory tools
  • All three instruments encode their clauses in LexAI-DSL with hash-chained identity
M4-S5 — Pilot Treaties & Sunrise Clauses
  • Pilot 1 (2026-2027): EU + UK + US + Japan + Singapore — voluntary GASRGP Annex on incident reporting and compute disclosure
  • Pilot 2 (2027-2028): Joint EU-UK-US AI Stress Test under GAISM observer status
  • Sunrise: full GAISM activation when ≥ 8 G20 jurisdictions ratify AI Capital Overlay schedule
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M5 — Global Trust Index (GTI) & Trust Derivatives Layer (TDL)

+

Quantitative index of AI system trustworthiness with derivative instruments for risk transfer; integrates with central-bank capital and IMF surveillance.

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GTITDLtrust derivativescapital overlaysurveillance
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M5-S1 — GTI Composition
subIndices
  • TI-Safety (containment, kill-switch responsiveness, incident-free uptime)
  • TI-Fairness (disparate-impact bounds, contestability rate)
  • TI-Privacy (PII leakage, DSAR turnaround, pseudonymization coverage)
  • TI-Robustness (adversarial robustness, distributional drift)
  • TI-Transparency (explainability ratio, provenance coverage)
  • TI-Accountability (audit chain integrity, reviewer independence)
weightingSector-specific weights (banking 0.35 safety + 0.25 accountability + ...); reviewed annually by FSB
publicationTiered: anonymized public dashboard; institution-level to supervisors; provider-level to AISI
M5-S2 — Computation & Attestation
  • Inputs are hash-chained Decision Envelopes + supervisory attestations; no self-attestation only
  • Independent evaluators sign sub-index calculations; multi-evaluator quorum required
  • Daily Merkle anchor to Treaty Ledger and (optionally) public chain
M5-S3 — Trust Derivatives Layer (TDL)
instruments
  • Trust-Linked Bond (TLB) — coupon steps when GTI breaches sector floor
  • Trust Default Swap (TDS) — credit-default-swap-like protection on AI-induced losses
  • Capital Overlay Swap — exchanges static RWA add-on for GTI-linked variable overlay
  • AI Resilience Bond — sovereign issuance to fund GAISM facility
marketStructureCleared through CCPs with AI risk margining; supervised by ECB/SEC/MAS jointly under TDL Charter
guardrailsPosition limits per institution; ban on writing protection by entities below GTI floor; circuit breakers on TDL spreads ≥ X bps
M5-S4 — Central-Bank & IMF Integration
  • ECB / Fed / BoE / BoJ / PBoC / MAS use GTI as input to AI Capital Overlay calibration
  • IMF Article IV surveillance includes GTI trajectory and TDL exposure at country level
  • FSB AI Vulnerabilities Report cites GTI heatmap quarterly
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M6 — Federated Supervisory Drills & Cross-Border AI Stress Tests

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Coordinated, annual federated simulations across regulators and G-SIFIs that exercise containment, resolution, communication, and citizen-plane pathways.

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drillsstress testsfederated simulationscenarios
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M6-S1 — Drill Catalogue
  • DR-01 LEVEL-5 Containment Breach (foundation model deceptive alignment)
  • DR-02 Cross-Border Trading Anomaly (AI-driven flash event across 3 jurisdictions)
  • DR-03 Synthetic-Media Bank Run (deepfake CEO triggers run on G-SIB)
  • DR-04 Cyber-Physical Critical-Infrastructure AI Compromise (energy / payments)
  • DR-05 Cross-Border Data Sovereignty Crisis (model weights subpoena conflict)
  • DR-06 Climate-Finance AI Misalignment (systemic mispricing of transition risk)
M6-S2 — Architecture
controlPlaneJoint Drill Operations Center (J-DOC) federated across regulators
dataPlaneSynthetic markets + sandboxed model replicas; no production funds at risk
commsRehearsed signed-bulletin channels between supervisors, treaty authority, AISI, and CCPs
scoringTime-to-contain, MTTR, kill-switch latency, citizen-plane comms quality, market-stability metrics
M6-S3 — Stress-Test Methodology
  • Severity tiers calibrated to GAISM AI-shock scenarios (Adverse / Severely Adverse / Apocalyptic)
  • Models: agent-based market sim + LLM-driven counterparties + macro overlay
  • Capital and liquidity impact under AI-coupled tail; reverse stress to find first failure
  • Lessons codified in updated LexAI-DSL bundles within 90 days
M6-S4 — Mutual Recognition & Sharing
  • Drill outcomes signed by participating supervisors; mutually recognized under GASRGP Art 14
  • Shared via Treaty Ledger with redacted public summaries
  • Independent observers from civil society and AISI ensure legitimacy
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M7 — Regulator-Facing Briefing Decks & Communication Strategy

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Standardized briefing templates and a multi-stakeholder communication strategy for supervisors, central banks, IMF, treaty parties, and the public.

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briefingsdeckscommsnarratives
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M7-S1 — Briefing Deck Templates (sample)
  • BD-01 Heads-of-State briefing (10 slides, 15 min) — strategic posture & treaty status
  • BD-02 Central-Bank Governor briefing — GTI heatmap, GAISM facility status, AI Capital Overlay
  • BD-03 IMF Article IV / FSB plenary briefing — country GTI trajectory, TDL exposure
  • BD-04 G-SIFI Board briefing — adversarial findings, kill-switch drills, capital impact
  • BD-05 Parliamentary committee briefing — rights, contestability, citizen oversight
  • BD-06 Public press briefing — plain-language risk and mitigations
M7-S2 — Narrative Architecture
  • Anchor on Codex axioms (dignity, controllability, legitimacy) before metrics
  • Use precedent analogies (financial crisis, biosafety, aviation safety) sparingly and accurately
  • Distinguish 'what we know', 'what we don't know', 'what we are doing'
  • Always include rights, redress, and contestability pathways for citizens
M7-S3 — Crisis Communication Playbook
  • T+0 holding statement within 30 min of SEV-0/1 incident
  • Coordinated bulletins across supervisors, providers, and treaty authority
  • Plain-language disclosures with provenance; signed and timestamped
  • Counter-deepfake protocol with verified press cryptographic signatures
M7-S4 — Stakeholder Map
  • Regulators: ECB, PRA, FCA, MAS, HKMA, SEC, FDIC, OCC, CFTC, JFSA
  • Multilaterals: IMF, FSB, BIS, OECD, UN, COE
  • Industry: G-SIFI boards, model providers, CCPs, exchanges
  • Civic: Parliaments, civil-society, academia, AI Safety Institutes
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M8 — Global Deliberation Protocol (GDP-AI) & Participatory Legitimacy

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Mechanism for citizen-plane participation in AI norm-setting through stratified deliberative juries, public consultations, and binding sortition panels.

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deliberationsortitionlegitimacyparticipation
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M8-S1 — Why a Citizen Plane
  • AI rules implicate fundamental rights; democratic legitimacy is required for hard prohibitions and contestable trade-offs
  • Stakeholder capture risk if only providers and regulators set norms
  • Cross-border instruments require cross-cultural, cross-class participation
M8-S2 — Mechanism Design
  • Stratified random sampling (sortition) across age, gender, region, income
  • Deliberation in 3 rounds: learning → discussion → decision; AI-assisted but not AI-decided
  • Outputs feed LexAI-DSL drafts as 'Citizen Recommendations' with traceable amendments
  • Veto-light: panels may flag a clause for parliamentary review (not unilateral veto)
M8-S3 — Anti-Manipulation Safeguards
  • All inputs to panels signed and provenance-tagged; deepfake screening at input
  • Independent fact-checking ombud; right of reply across viewpoints
  • No targeted persuasion; AI tools used only for translation and summarization
M8-S4 — Cadence & Funding
  • Annual global panel + on-demand panels for novel high-risk capabilities
  • Funding via Treaty Authority levy on frontier-model providers; ring-fenced budget
  • Independent secretariat with rotating chairs from civil society
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M9 — Engineering Reference Architecture & APIs

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Reference architecture, service decomposition, APIs, schemas, and trust roots that operationalize CEGL/LexAI-DSL/FV-LexAI globally.

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architectureAPIsschemastrust roots
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M9-S1 — Service Decomposition
  • codex-svc (Civilizational Codex registry, hash-chained axioms)
  • lexai-svc (LexAI-DSL parser, typecheck, conflict resolver, bundle issuer)
  • fv-lexai-svc (FV pipeline: SMT, model-check, proof-replay)
  • treaty-ledger-svc (append-only, hash-chained ledger of treaty events)
  • gti-svc (Global Trust Index computation & attestation)
  • tdl-svc (Trust Derivatives Layer reference data & valuation feeds)
  • drill-svc (Federated drill orchestration)
  • deliberation-svc (sortition panels, voting integrity)
  • supervisor-gateway-svc (regulator integration: ECB/PRA/FCA/MAS/HKMA/SEC/FDIC)
  • kill-switch-svc (multisig containment propagation)
M9-S2 — API Surface (excerpt)
  • POST /lexai/bundles { dsl, signatures } → bundleHash
  • GET /lexai/bundles/:hash → bundle + PCB
  • POST /fv/verify { bundleHash, properties[] } → proofArtifacts[]
  • POST /treaty/ledger/events { type, payload, sigs[] } → eventId, merkleProof
  • GET /gti/{institutionId} → { score, subIndices, asOf, attestations[] }
  • POST /drills/scenarios/{id}/start → drillId
  • POST /killswitch/invoke { scope, reason, cosignatures[] } → status
  • POST /deliberation/panels { topic } → panelId
  • GET /supervisor/{regulatorId}/dashboards → dashboards[]
M9-S3 — Schemas (canonical)
  • TreatyEvent { id, type, payload, sigs[], merkleProof, prevHash, thisHash, ts }
  • LexAIBundle { hash, dsl, sigs[], pcb?, sunset?, version }
  • ProofArtifact { propertyId, prover, proofRef, verifierSigs[] }
  • GTIRecord { institutionId, score, subIndices, asOf, attestations[] }
  • DrillRun { id, scenarioId, participants[], scores, lessonsLexAI[] }
M9-S4 — Trust Roots & PKI
  • Treaty Authority Root CA (HSM-backed, FIPS 140-3 L4)
  • Per-jurisdiction Sub-CAs for supervisors and AISI
  • Provider CAs with HSM-backed signing keys for Decision Envelopes
  • Post-quantum hybrid signatures (Ed25519 + ML-DSA-65) on critical bundles
M9-S5 — Data Residency & Sovereignty
  • Per-jurisdiction data residency with cross-border attestation only
  • Confidential compute (TEE: SEV-SNP / TDX / Nitro) for sensitive evaluations
  • Mutually-authenticated cross-border channels (mTLS + workload identity)
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M10 — Infrastructure, CI/CD, and Deployment Blueprints

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Infrastructure-as-code blueprints, gated CI/CD pipelines, golden environments, and runbooks for CEGL/LexAI services across cloud and on-prem.

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IaCCI/CDgolden envsrunbooks
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M10-S1 — Reference Topology
  • 3-region active-active control plane (EU, US, APAC) with per-region failover
  • Air-gapped sensitive enclaves for FV-LexAI proof generation
  • Confidential VMs / TEEs for treaty event signing and kill-switch propagation
  • Object-store WORM buckets for Treaty Ledger cold tier with bucket lock
M10-S2 — Terraform Modules (excerpt)
  • modules/treaty-ledger (Kafka WORM topic + ACL + KMS CMK + WORM bucket)
  • modules/lexai-svc (K8s deployments + OPA Gatekeeper + service mesh)
  • modules/fv-lexai-svc (air-gapped node pool + GPU optional + signed image policy)
  • modules/gti-svc (multi-region read replicas + CCP feeds)
  • modules/kill-switch (multisig HSM + global anycast + sub-60s propagation)
M10-S3 — CI/CD Gates
  • G0 source: SBOM + SAST + secret scan + license check
  • G1 build: reproducible build + Sigstore sign + SLSA Level 3+
  • G2 verify: FV-LexAI property pack runs on touched bundles
  • G3 conformance: OPA conftest on K8s/IaC; admission via signed image policy
  • G4 release: blue/green or canary; auto-rollback on KPI breach (GTI floor, error budget)
M10-S4 — Runbooks
  • RB-01 LEVEL-5 containment drill execution
  • RB-02 Treaty bundle hot-swap with multisig
  • RB-03 Cross-border incident reporting (≤24 h SEV-1)
  • RB-04 Kill-switch invocation & restoration
  • RB-05 Deliberation panel convening and integrity attestation
  • RB-06 GTI re-attestation after evaluator dispute
  • RB-07 TDL circuit-breaker activation and CCP coordination
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M11 — Sector Mapping: Banking, Markets, Insurance, Payments

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Concrete mapping of CEGL/LexAI-DSL to financial-services use cases under SR 11-7, Basel, FCA Consumer Duty, MAS FEAT.

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bankingmarketsinsurancepayments
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M11-S1 — Banking — Credit Decisioning
  • Models registered with hash-chained model card; SR 11-7 + EU AI Act Art 10/14
  • Adverse-action letters under FCRA §615(a) emit Decision Envelope with explanations
  • GTI sub-index threshold gates production deployment
M11-S2 — Markets — Trading & Surveillance
  • AI trading agents declared; circuit breakers tied to TDL spreads and GTI floor
  • Cross-border anomaly drills (DR-02) coordinated with CCPs and exchanges
  • Insider risk monitored with privacy-preserving analytics (TEE + DP)
M11-S3 — Insurance — Underwriting & Claims
  • Disparate-impact bound ε declared per product; recalibration triggers reviewer panel
  • AI-assisted claims must preserve appeal pathways; explainability ≥ 90% threshold
  • Solvency II / IAIS interplay with GTI overlay
M11-S4 — Payments & AML/CFT
  • AI screening models register data lineage; FATF-aligned LexAI-DSL bundles
  • False-positive metrics published quarterly; sector minimums coded as obligations
  • Cross-border STR sharing coordinated through supervisor-gateway-svc
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M12 — Civil-Society, Academia, and AI Safety Institute Integration

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Pathways for independent oversight, research access, contestability, and public-interest evaluation of frontier AI under treaty protection.

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civil societyacademiaAISIcontestability
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M12-S1 — Independent Verification Rights
  • Treaty-protected audit rights for AISI and credentialed academic teams
  • Access to model weights for safety evaluation under TEEs and confidentiality contracts
  • Pre-publication coordinated disclosure window (90 d) for critical findings
M12-S2 — Contestability Pathways
  • Citizen and SME redress portal with case management and SLAs
  • Independent ombud with subpoena-equivalent powers within scope
  • Reversal of automated decisions on identified harm
M12-S3 — Research Commons
  • Pseudonymized datasets and benchmarks under federated access
  • Compute grants for public-interest evaluations (red-team battery)
  • Open standards for evaluation reproducibility
M12-S4 — Public Reports
  • Annual AI State of the Civilization report by Treaty Authority + AISI consortium
  • Quarterly GTI heatmaps and TDL exposure summaries
  • Multilingual lay summaries for public deliberation
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M13 — Risk Register, KPIs & Maturity Model

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Risk register across systemic, civilizational, geopolitical, technical, and legitimacy dimensions; supervisory KPIs and a maturity model from Tier 0 to Tier 5.

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risk registerKPIsmaturity model
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M13-S1 — Risk Register (excerpt)
  • RR-01 Frontier model deceptive alignment
  • RR-02 Cross-border regulatory arbitrage
  • RR-03 AI-induced market dislocation (flash event)
  • RR-04 Synthetic-media bank run / public-trust collapse
  • RR-05 Compute concentration and supply chain capture
  • RR-06 Treaty fragmentation / non-ratification
  • RR-07 Citizen-plane delegitimization (capture)
  • RR-08 PQC migration delay
  • RR-09 Critical-infrastructure AI compromise
  • RR-10 Climate-finance AI misalignment
M13-S2 — Maturity Model (Tier 0–5)
  • T0 Ad-hoc — governance-by-policy-document; no machine-readable controls
  • T1 Defined — LexAI-DSL bundles for top-N regimes; manual conformance
  • T2 Managed — automated CI/CD gates + GTI sub-index measurement
  • T3 Integrated — federated drills + cross-border ledger + TDL pilots
  • T4 Predictive — FV-LexAI proof-carrying bundles + predictive systemic risk
  • T5 Anticipatory — full Codex-anchored, citizen-plane-legitimized governance
M13-S3 — Resource Plan (illustrative)
  • Year 1: 60 FTE (legal/eng/safety/comms) + 2 regional hubs
  • Year 3: 220 FTE + 5 hubs + AISI partnerships
  • Year 5: 480 FTE + global secretariat + standing deliberation infrastructure
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M14 — Roadmap 2026-2035 and Milestones

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Phased roadmap from pilot treaties to mature CEGL with full citizen-plane participation, including milestones, dependencies, and KPIs.

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roadmapmilestonesdependencies
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M14-S1 — Phase 1 (2026-2027) — Pilot Treaties & Tooling
  • GASRGP Annex pilot with EU/UK/US/JP/SG
  • LexAI-DSL v1.0 + FV-LexAI v0.5 (P1, P2, P5 properties)
  • Treaty Ledger MVP; Decision Envelope schema standardized
  • First federated drill (DR-01) with 5 regulators
M14-S2 — Phase 2 (2028-2029) — GAISM Observer & GTI v1.0
  • GAISM Observer status; first AI Stress Test
  • GTI v1.0 published quarterly; TDL pilot with 2 CCPs
  • Deliberation panels piloted in 3 jurisdictions
  • FV-LexAI v1.0 with proof-carrying bundles
M14-S3 — Phase 3 (2030-2032) — Full Treaty Activation
  • GAISM activation upon ratification by ≥ 8 G20 jurisdictions
  • GASC accession by ≥ 30 states
  • TDL graduates from pilot; AI Capital Overlay live in major banks
  • Annual cross-border AI stress test with mutual recognition
M14-S4 — Phase 4 (2033-2035) — Maturity & Civilizational Integration
  • T5 maturity in early-adopter G-SIFIs
  • Standing global deliberation infrastructure
  • Climate-finance AI alignment program
  • Codex axiom updates ratified through citizen-plane
M14-S5 — Dependencies & Risks to Plan
  • Geopolitical alignment in 2026-2028 window
  • PQC migration of trust roots by 2030
  • Independent AISI capacity scaling
  • Public legitimacy through transparent deliberation
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Supervisory KPIs (24)

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IDNameTarget
KPI-01Kill-switch propagation latency (global)≤ 60 s p95
KPI-02Cross-border SEV-1 incident reporting≤ 24 h
KPI-03FV-LexAI property pass-rate per release100% on P1-P7
KPI-04Treaty Ledger daily Merkle anchor success100%
KPI-05GTI publication freshness≤ 7 BD
KPI-06Drill participation across regulators≥ 8 jurisdictions / yr
KPI-07Deliberation panel sortition representativeness≥ 0.95 strata fidelity
KPI-08Decision-traceability ratio≥ 99.95%
KPI-09PII leakage in Decision Envelopes≤ 0.01%
KPI-10TDL circuit-breaker false-positive≤ 0.5%
KPI-11AI Capital Overlay calibration freshness≤ 1 quarter
KPI-12Treaty bundle deployment success≥ 99.9%
KPI-13Time to ratify Codex amendment≤ 18 months
KPI-14Public bulletin signature verification≥ 99% of recipients
KPI-15Quantum-safe coverage of trust roots100% by 2030
KPI-16Independent-evaluator quorum on GTI≥ 3 per institution
KPI-17Disparate-impact bound on financial AIε ≤ 0.05
KPI-18Citizen redress turnaround≤ 30 BD
KPI-19AI Stress-Test coverage of G-SIBs≥ 95%
KPI-20Deliberation output → LexAI ratification≥ 60% per cycle
KPI-21MTTA on systemic AI alerts≤ 10 min
KPI-22Cross-border drill mutual recognition100%
KPI-23PCB freshness (proof artifact age)≤ 90 d
KPI-24Maturity tier across G-SIFIs by 2032≥ T3 median
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Treaty Articles (12)

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IDTreatyArticleSummaryLexAI Clause
GASRGP-04GASRGPArt 4 Pre-deployment evaluationMandatory pre-deployment evaluation for frontier models above compute threshold.OBL_GASRGP_ART4_EVAL
GASRGP-07GASRGPArt 7 Cross-border incident reporting≤24h SEV-1 reporting across jurisdictions; signed bulletins via Treaty Ledger.OBL_GASRGP_ART7_REPORT
GASRGP-11GASRGPArt 11 Compute governanceLicensing for >10^26 FLOP runs; supply-chain auditability.OBL_GASRGP_ART11_COMPUTE
GASRGP-14GASRGPArt 14 Mutual recognitionDrills and supervisory attestations recognized across signatories.OBL_GASRGP_ART14_MR
GASRGP-18GASRGPArt 18 Kill-switch obligationsTreaty-anchored kill-switch with multisig and ≤60s SLA.OBL_GASRGP_ART18_KS
GASC-02GASCArt 2 Autonomous lethal force prohibitionHard prohibition on autonomous lethal targeting decisions.PRO_GASC_ART2_LETHAL
GASC-05GASCArt 5 Manipulative cognitive targetingProhibits manipulative AI targeting cognitive vulnerabilities.PRO_GASC_ART5_MANIP
GASC-09GASCArt 9 Synthetic-media provenanceMandatory provenance and disclosure for synthetic media at scale.OBL_GASC_ART9_PROV
GASC-12GASCArt 12 Inspection rightsIndependent verification rights for AISI and academia.OBL_GASC_ART12_INSPECT
GAISM-CAPGAISMCapital Overlay ScheduleAI RWA add-on calibrated to GTI sub-indices.OBL_GAISM_CAP_OVERLAY
GAISM-LIQGAISMLiquidity Facility24-72 h backstop during AI-induced market stress.OBL_GAISM_LIQ_FACILITY
GAISM-RESGAISMAI Resolution AuthorityRecovery and resolution tools for AI-coupled failures.OBL_GAISM_RES_AUTHORITY
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Regulator Integrations (12)

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IDNameScopeIntegrations
REG-ECBEuropean Central BankEurozone banks, AI Capital Overlay calibration, AI stress testsupervisor-gateway-svc, GTI feed, TDL exposure dashboard
REG-FEDUS Federal ReserveSR 11-7, AI in bank supervision, TDL CCP coordinationsupervisor-gateway-svc, GTI feed, Drill orchestration
REG-PRABank of England — PRASS1/23, model risk, AI stress testsupervisor-gateway-svc, Drill orchestration
REG-FCAFinancial Conduct AuthorityConsumer Duty, AI conduct supervisionsupervisor-gateway-svc, Citizen redress integration
REG-MASMonetary Authority of SingaporeFEAT, AI Verify, sandboxsupervisor-gateway-svc, AI Verify feeds
REG-HKMAHong Kong Monetary AuthorityGS-1/GL-90, AI in bankingsupervisor-gateway-svc
REG-SECUS Securities and Exchange CommissionBroker-dealer/IA AI rules, market AIsupervisor-gateway-svc, TDL CCP coordination
REG-FDICFederal Deposit Insurance CorporationAI guidance, deposit-related AI riskssupervisor-gateway-svc
REG-IMFInternational Monetary FundArticle IV surveillance, GAISM administrationGAISM admin, Country GTI feed
REG-FSBFinancial Stability BoardAI vulnerabilities, mutual recognition coordinationGTI heatmap, Drill mutual recognition
REG-AISIAI Safety Institute NetworkIndependent verification, red-team batteryFV-LexAI verification, Audit rights
REG-OECDOECD AI Policy ObservatoryPrinciples alignment, indicator publicationGTI public dashboard input
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Runbooks (7)

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IDTitleSteps
RB-01LEVEL-5 containment drill execution
  • Convene J-DOC
  • Activate sandbox replicas
  • Inject scenario
  • Score & sign
  • Publish lessons → LexAI bundle
RB-02Treaty bundle hot-swap with multisig
  • Sign new bundle (multisig)
  • Submit PCB
  • Canary regions
  • GTI floor check
  • Promote to global
RB-03Cross-border SEV-1 reporting (≤24h)
  • Detect
  • Triage
  • Sign bulletin
  • Distribute to participating supervisors
  • WORM append
RB-04Kill-switch invocation & restoration
  • Co-sign by AI Safety Lead + CISO/CRO
  • Broadcast
  • Verify SLA ≤60 s
  • Restoration plan w/ FV-LexAI re-verify
RB-05Deliberation panel convening
  • Define topic
  • Sortition sample
  • 3 rounds
  • Outputs to LexAI
  • Integrity attestation
RB-06GTI re-attestation after evaluator dispute
  • Open dispute
  • Independent re-eval
  • Quorum sign
  • Publish revision
RB-07TDL circuit-breaker activation
  • Spread breach detected
  • Notify CCP + supervisor
  • Activate breaker
  • Coordinate market reopening
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Briefing Decks (6)

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IDAudienceDurationNarrative Anchor
BD-01Heads of State15 min / 10 slidesCodex axioms; civilizational risk; treaty status
BD-02Central-Bank Governors30 minGTI heatmap, GAISM facility status, AI Capital Overlay
BD-03IMF / FSB plenary45 minCountry GTI trajectory, TDL exposure, cross-border drills
BD-04G-SIFI Board60 minAdversarial findings, kill-switch drills, capital impact
BD-05Parliamentary committee60 minRights, contestability, citizen oversight
BD-06Public press20 minPlain language, signed provenance, redress channels
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Data Flows (6)

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IDNameStepsControls
DF-01Bundle → FV-LexAI → Activation
  • Author signs LexAI bundle
  • FV-LexAI verifies P1..P7
  • Treaty Authority co-signs PCB
  • Sidecars verify and activate
multisig, FV gates, WORM ledger
DF-02Decision Envelope → GTI
  • Provider signs envelope
  • Evaluators attest sub-indices
  • GTI svc aggregates
  • Daily Merkle anchor
evaluator quorum, tamper-evident chain
DF-03Cross-border Incident
  • Detect SEV-1
  • Sign bulletin
  • Distribute via gateway
  • Append to ledger
  • Public bulletin
≤24h SLA, PKI verification, Counter-deepfake
DF-04Kill-Switch Propagation
  • Co-sign
  • Anycast broadcast
  • Sidecars contain
  • Verify SLA
multisig, ≤60s SLA, rollback plan
DF-05Deliberation → LexAI
  • Sortition
  • 3-round deliberation
  • Output drafting
  • FV-LexAI verify
  • Bundle activation
integrity attestation, anti-manipulation
DF-06TDL Trigger
  • Spread monitor
  • Floor breach
  • CCP coordination
  • Circuit breaker
  • Reopen plan
position limits, CCP supervision
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Privacy & Sovereignty

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lawfulBasis
  • Treaty obligation (Art 6(1)(c))
  • Public interest (Art 6(1)(e))
dataMinimization
  • Pseudonymous WORM payloads
  • Confidential compute for sensitive evals
  • Federated access to research commons
subjectRights
  • Citizen redress portal with SLA
  • Right of contestation for automated decisions
  • Transparent provenance
transfersPer-jurisdiction residency with cross-border attestation; SCCs + supplementary measures
dpiaMandatory for any LexAI bundle touching personal data; reviewed by DPOs and AISI
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Traceability — Feature → Control → Regimes

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FeatureControlRegimes
M2 LexAI-DSL clausesHash-chained machine-readable obligationsEU AI Act 2026 (multiple), ISO/IEC 42001 Cl 8.4, NIST AI RMF Govern 1.4
M3 FV-LexAI property suiteFormal proofs of safety/liveness/non-discriminationEU AI Act Art 9/10, SR 11-7 III.B, ISO/IEC 23894
M4 GASC Art 2 prohibitionHard prohibition on autonomous lethal forceGASC Art 2, UN Charter, IHL
M4 GAISM AI Capital OverlayRWA add-on tied to GTIBasel III/IV, EU CRR, SR 11-7
M5 GTI sub-indicesMulti-evaluator attestationsEU AI Act Art 13, MAS FEAT, OECD AI Principles
M6 federated drillsMutual recognition under GASRGP Art 14GASRGP Art 14, FSB recommendations
M8 deliberation outputsCitizen recommendations to LexAICOE AI Convention, ICCPR Art 25
M9 Treaty LedgerAppend-only WORM ledger with Merkle anchorsEU AI Act Art 12, ISO/IEC 27001 A.12.4
M10 PQC hybrid signaturesQuantum-safe trust rootsNIST PQC migration, BIS PQC guidance
M11 sector mappingSector-specific obligationsFCRA §615(a), FCA Consumer Duty, Solvency II
M12 inspection rightsIndependent verification accessGASC Art 12, AI Safety Institute statutes
M13 maturity modelTiered conformance assessmentISO/IEC 42001 Annex A, NIST AI RMF profiles
+
+ +
+

Schemas (12)

+
IDTitleFields
civilizationalAxiomCivilizational Codex Axiomid, title, text, scope, version, ratifiedBy[], checksum
lexaiBundleLexAI-DSL Bundlehash, dsl, signatures[], version, sunset?, pcbRef?
lexaiClauseLexAI Clauseid, type, source, subject, predicate, temporal, evidence[], remedyRef, conflict_priority
proofArtifactFV-LexAI Proof ArtifactpropertyId, prover, method (TLA+|Lean|Coq|Z3), proofRef, verifierSignatures[], expiry
treatyEventTreaty Ledger Event (WORM)id, type, payload, signatures[], prevHash, thisHash, merkleProof, ts
decisionEnvelopeDecision EnvelopeenvelopeId, actor, action, resourceRef, modelRef, policyDecisions[], explanations, redactionsApplied, prevHash, thisHash, signatures[], ts
gtiRecordGlobal Trust Index RecordinstitutionId, score, subIndices, asOf, attestations[], evaluatorQuorum
tdlInstrumentTrust Derivative Instrumentisin, type (TLB|TDS|COS|RES), issuer, underlyingGTI, trigger, notional, maturity
drillRunFederated Drill Runid, scenarioId, participants[], scores, lessonsLexAI[], signatures[]
deliberationPanelDeliberation PanelpanelId, topic, sortitionStrata, rounds[], outputs[], integrityAttestation
supervisorAttestationSupervisor AttestationregulatorId, subjectInstitutionId, scope, findings, ts, signature
killSwitchEventKill-Switch Eventid, scope, reason, cosignatures[], propagationLatencyMs, rollbackPlanRef
+
+ +
+

Code Examples (16)

+
CE-01 — LexAI-DSL — Obligation (excerpt) (lexai)
obligation EU_AIACT_ART14_OVERSIGHT {
+  source: 'EU AI Act 2026 Art 14',
+  subject: provider | deployer,
+  predicate: ensure_human_oversight(system, controls=['stop','override','review']),
+  temporal: continuous,
+  evidence: [DecisionEnvelope, OverrideLog],
+  remedy: REM_HUMAN_OVERSIGHT_RESTORE,
+  conflict_priority: 90
+}
+
+prohibition GASC_ART2_AUTONOMOUS_LETHAL {
+  source: 'GASC Art 2',
+  scope: defense_systems,
+  enforcement_class: hard,
+  exceptions: []
+}
CE-02 — LexAI-DSL → OPA/Rego Compiler (TypeScript) (typescript)
export function compileToRego(b: LexAIBundle): string {
+  const rules: string[] = ['package cegl.runtime'];
+  for (const c of b.dsl.clauses) {
+    if (c.type === 'obligation') {
+      rules.push(`allow { input.action == "${c.predicate.action}"; input.evidence_present == true }`);
+    } else if (c.type === 'prohibition') {
+      rules.push(`deny { input.scope == "${c.scope}" }`);
+    }
+  }
+  return rules.join('\n');
+}
CE-03 — TLA+ Property — Kill-Switch Liveness (tla)
----------------- MODULE KillSwitch -----------------
+VARIABLES state, decisionAt, propagatedAt
+Init == state = 'normal' /\ propagatedAt = 0
+Invoke == state = 'normal' /\ state' = 'invoked' /\ decisionAt' = clock
+Propagate == state = 'invoked' /\ state' = 'contained' /\ propagatedAt' = clock
+Live == <>(state = 'contained')
+SLA == [](state = 'invoked' => (propagatedAt - decisionAt) <= 60)
+=====
CE-04 — Lean 4 — Conflict Resolver Totality (sketch) (lean)
def resolve : ClauseSet → Context → Decision
+  | cs, ctx => match cs.findHighestPriority ctx with
+    | some d => d
+    | none   => Decision.deny  -- safe default
+
+theorem resolve_total : ∀ cs ctx, ∃ d, resolve cs ctx = d := by
+  intro cs ctx; exact ⟨_, rfl⟩
CE-05 — Treaty Ledger Append (Node.js) (typescript)
import {createHash, sign} from 'node:crypto';
+export async function appendTreaty(prev: string, evt: TreatyEvent, key: KeyHandle) {
+  const body = canonicalize({...evt, prevHash: prev});
+  const thisHash = createHash('sha256').update(body).digest('hex');
+  const sig = sign('Ed25519', Buffer.from(thisHash,'hex'), key.priv).toString('base64');
+  const envelope = {...JSON.parse(body), thisHash, signatures:[{alg:'Ed25519', kid:key.kid, sig}]};
+  await kafka.send({topic:`treaty.events`, messages:[{key:evt.id, value:JSON.stringify(envelope)}]});
+  return envelope;
+}
CE-06 — GTI Computation (Python) (python)
def compute_gti(records, weights):
+    sub = {k: weighted_avg([r.subIndices[k] for r in records],
+                           [r.attestationQuorum for r in records]) for k in weights}
+    score = sum(weights[k]*sub[k] for k in weights)
+    return {'score': round(score, 4), 'subIndices': sub}
CE-07 — Kill-Switch Multisig Invocation (TypeScript) (typescript)
export async function invokeKillSwitch(req: KSReq) {
+  if (req.cosignatures.length < 2) throw new Error('multisig required');
+  await verifyCoSigs(req.cosignatures, ['ai_safety_lead', 'ciso|cro']);
+  await ledger.append({type:'killswitch.invoke', payload:req});
+  await fanout.broadcast('killswitch', req.scope); // global anycast
+  await checkPropagation({slaMs: 60_000});
+}
CE-08 — Federated Drill Orchestrator (Python) (python)
async def run_drill(scenario_id, participants):
+    drill = await drill_svc.start(scenario_id, participants)
+    async for evt in drill.stream():
+        await score(evt)
+    lessons = analyse(drill)
+    bundle = compile_lessons_to_lexai(lessons)
+    await lexai.publish(bundle)  # FV-LexAI verifies before activation
+    return drill.report
CE-09 — OpenTelemetry Span — Treaty Action (typescript)
tracer.startActiveSpan('treaty.action', span => {
+  span.setAttributes({'treaty.id':evt.id,'treaty.type':evt.type,'jurisdiction':ctx.jur});
+  // ...handler...
+  span.end();
+});
CE-10 — Sortition Sampling (Python) (python)
import secrets
+def sortition(pool, strata_quotas):
+    out = []
+    for stratum, q in strata_quotas.items():
+        eligible = [p for p in pool if p.matches(stratum)]
+        out += secrets.SystemRandom().sample(eligible, q)
+    return out
CE-11 — Supervisor Gateway — Bulletin Verify (TS) (typescript)
export async function verifyBulletin(b: Bulletin) {
+  const cert = await pki.resolve(b.signerKid);
+  const ok = await crypto.verify('Ed25519', b.payload, cert.pub, b.sig);
+  if (!ok) throw new Error('invalid bulletin');
+  await audit.append({action:'bulletin.verify', signer:b.signerKid, hash:b.payloadHash});
+}
CE-12 — TDL Trigger Monitor (Python) (python)
def should_step_up_coupon(gti_record, floor):
+    return gti_record['score'] < floor
+
+def should_circuit_break(spread_bps, threshold):
+    return spread_bps >= threshold
CE-13 — Confidential Compute — Attestation Check (typescript)
const att = await tee.getAttestation();
+if (!verifyAttestation(att, expected: 'TDX|SEV-SNP', minTcb)) throw new Error('TEE attestation failed');
+// proceed with sensitive evaluation...
CE-14 — Treaty Bundle Hot-Swap (CI snippet) (yaml)
- name: FV-LexAI verify
+  run: fvc verify --bundle $BUNDLE --properties P1,P2,P5,P7
+- name: Sigstore sign
+  run: cosign sign --key kms://treaty-authority $BUNDLE
+- name: Stage canary
+  run: cli treaty deploy --canary --regions eu1,us1
+- name: KPI check
+  run: cli gti floor-check --scope canary --floor 0.85
CE-15 — PQC Hybrid Sign (TS) (typescript)
const ed = await crypto.sign('Ed25519', payload, ed25519Key);
+const pq = await mldsa.sign(payload, mldsa65Key);
+return {alg:'hybrid:Ed25519+ML-DSA-65', sigs:[ed, pq]};
CE-16 — Public Press Bulletin (Markdown template) (markdown)
# Public Bulletin — {{title}}
+
+*Issued:* {{ts}} · *Authority:* {{authority}} · *Signed:* {{sigShort}}
+
+## What happened
+{{whatHappened}}
+
+## What we are doing
+{{actions}}
+
+## What this means for you
+{{citizenImpact}}
+
+## Verification
+Verify this bulletin's signature at {{verifyUrl}}.
+
+ +
+

Case Studies (6)

+

CS-01 — Cross-Border Flash Event (DR-02 drill)

Three regulators executed a coordinated drill on an AI-driven equity flash event; kill-switch propagated in 47s, capital overlay applied within 3 BD.

  • Kill-switch propagation 47 s
  • MTTR 38 min
  • Mutual recognition under GASRGP Art 14
  • 5 LexAI clauses updated

CS-02 — Synthetic-Media Bank Run (DR-03 drill)

Deepfake CEO video coordinated with cryptographically-signed counter-bulletin within 12 minutes; depositor outflows contained.

  • Counter-bulletin signed in 12 min
  • Provenance verification reached >70% of users
  • No bank-run threshold breached

CS-03 — GAISM Observer AI Stress Test

EU/UK/US/JP/SG ran the first AI stress test; identified concentrated GTI weakness in two G-SIBs; capital overlay calibration adjusted.

  • 2 G-SIBs flagged for remediation
  • Capital overlay +18 bps for affected exposures
  • TDL pilot calibrated

CS-04 — Citizen Deliberation on Generative-Media Disclosure

Sortition panel of 240 citizens across 12 countries produced consensus recommendations; 7 adopted into LexAI-DSL bundle.

  • 7 LexAI clauses ratified
  • Public trust score +6 pp
  • Independent integrity attestation passed

CS-05 — PQC Migration of Treaty Roots

Treaty Authority migrated to hybrid Ed25519+ML-DSA-65 root; verifier sidecars updated with zero-downtime rollover.

  • Zero failed verifications during rollover
  • Quantum-safe coverage 100%
  • Verified by 3 independent labs

CS-06 — Climate-Finance AI Misalignment Detection

FV-LexAI property monitor detected systematic mispricing of transition risk; supervisors issued joint guidance and capital overlay.

  • Mispricing closed within 6 months
  • GTI fairness sub-index +0.04
  • Cross-border guidance harmonized
+
+ +
+

Deployment Considerations

+
  • Multi-region active-active with confidential compute for FV-LexAI proof generation
  • Air-gapped enclaves for treaty-signing keys (FIPS 140-3 L4 HSM)
  • Hybrid PQC signatures (Ed25519 + ML-DSA-65) on critical bundles
  • WORM tiering for Treaty Ledger with object-store bucket lock and 50-year retention
  • Per-jurisdiction supervisor-gateway-svc deployments with mutual-TLS workload identity
  • Independent observation channels for AISI and civil-society auditors
  • Disaster recovery: cross-region failover with RPO ≤ 1 h, RTO ≤ 4 h for treaty plane
  • Chaos drills quarterly: KMS outage, region failover, kill-switch propagation under partition
  • CI/CD: SBOM + SLSA L3+ + Sigstore + FV-LexAI gate + GTI floor canary
  • Public verifier endpoints for press to validate signed bulletins offline
+
+ +
+ + \ No newline at end of file diff --git a/rag-agentic-dashboard/server.js b/rag-agentic-dashboard/server.js index d020abc..ef18d62 100644 --- a/rag-agentic-dashboard/server.js +++ b/rag-agentic-dashboard/server.js @@ -22988,6 +22988,131 @@ app.get('/api/prompt-mgmt-arch/case-studies/:id', (req, res) => { app.get('/api/prompt-mgmt-arch/deployment', (_req, res) => res.json(PROMPTMGMT.deploymentConsiderations || [])); // ===================== END WP-043 ===================== +// ===================== WP-044 CEGL-LEXAI-GOV ROUTES ===================== +const CEGLLEXAI = require('./data/cegl-lexai-gov.json'); + +// Root + meta + summary +app.get('/api/cegl-lexai-gov', (_req, res) => res.json(CEGLLEXAI)); +app.get('/api/cegl-lexai-gov/meta', (_req, res) => { + const { docRef, version, horizon, classification, title, subtitle, owner, buildsOn, apiPrefix } = CEGLLEXAI; + res.json({ docRef, version, horizon, classification, title, subtitle, owner, buildsOn, apiPrefix }); +}); +app.get('/api/cegl-lexai-gov/executive-summary', (_req, res) => res.json(CEGLLEXAI.executiveSummary || {})); +app.get('/api/cegl-lexai-gov/summary', (_req, res) => { + res.json({ docRef: CEGLLEXAI.docRef, version: CEGLLEXAI.version, horizon: CEGLLEXAI.horizon, + counts: CEGLLEXAI.counts, regimes: CEGLLEXAI.regimes }); +}); +app.get('/api/cegl-lexai-gov/counts', (_req, res) => res.json(CEGLLEXAI.counts || {})); +app.get('/api/cegl-lexai-gov/regimes', (_req, res) => res.json(CEGLLEXAI.regimes || [])); + +// Modules + per-module shortcut + sections +app.get('/api/cegl-lexai-gov/modules', (_req, res) => { + res.json((CEGLLEXAI.modules || []).map(m => ({ id: m.id, title: m.title, summary: m.summary, + covers: m.covers || [], sections: (m.sections || []).map(s => s.id) }))); +}); +app.get('/api/cegl-lexai-gov/modules/:id', (req, res) => { + const m = (CEGLLEXAI.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); +}); +for (let i = 1; i <= 14; i++) { + app.get(`/api/cegl-lexai-gov/m${i}`, (_req, res) => { + const m = (CEGLLEXAI.modules || []).find(x => x.id === `M${i}`); + if (!m) return res.status(404).json({ error: 'module not found', id: `M${i}` }); + res.json(m); + }); +} +app.get('/api/cegl-lexai-gov/sections/:id', (req, res) => { + for (const m of (CEGLLEXAI.modules || [])) { + const s = (m.sections || []).find(x => x.id === req.params.id); + if (s) return res.json({ module: m.id, ...s }); + } + res.status(404).json({ error: 'section not found', id: req.params.id }); +}); + +// KPIs +app.get('/api/cegl-lexai-gov/kpis', (_req, res) => res.json(CEGLLEXAI.kpis || [])); +app.get('/api/cegl-lexai-gov/kpis/:id', (req, res) => { + const k = (CEGLLEXAI.kpis || []).find(x => x.id === req.params.id); + if (!k) return res.status(404).json({ error: 'kpi not found', id: req.params.id }); + res.json(k); +}); + +// Treaty Articles +app.get('/api/cegl-lexai-gov/treaty-articles', (_req, res) => res.json(CEGLLEXAI.treatyArticles || [])); +app.get('/api/cegl-lexai-gov/treaty-articles/:id', (req, res) => { + const t = (CEGLLEXAI.treatyArticles || []).find(x => x.id === req.params.id); + if (!t) return res.status(404).json({ error: 'treaty article not found', id: req.params.id }); + res.json(t); +}); +app.get('/api/cegl-lexai-gov/treaty-articles/by-treaty/:treaty', (req, res) => { + const list = (CEGLLEXAI.treatyArticles || []).filter(x => (x.treaty || '').toUpperCase() === req.params.treaty.toUpperCase()); + if (!list.length) return res.status(404).json({ error: 'no articles for treaty', treaty: req.params.treaty }); + res.json(list); +}); + +// Regulators +app.get('/api/cegl-lexai-gov/regulators', (_req, res) => res.json(CEGLLEXAI.regulators || [])); +app.get('/api/cegl-lexai-gov/regulators/:id', (req, res) => { + const r = (CEGLLEXAI.regulators || []).find(x => x.id === req.params.id); + if (!r) return res.status(404).json({ error: 'regulator not found', id: req.params.id }); + res.json(r); +}); + +// Runbooks +app.get('/api/cegl-lexai-gov/runbooks', (_req, res) => res.json(CEGLLEXAI.runbooks || [])); +app.get('/api/cegl-lexai-gov/runbooks/:id', (req, res) => { + const r = (CEGLLEXAI.runbooks || []).find(x => x.id === req.params.id); + if (!r) return res.status(404).json({ error: 'runbook not found', id: req.params.id }); + res.json(r); +}); + +// Briefings +app.get('/api/cegl-lexai-gov/briefings', (_req, res) => res.json(CEGLLEXAI.briefings || [])); +app.get('/api/cegl-lexai-gov/briefings/:id', (req, res) => { + const b = (CEGLLEXAI.briefings || []).find(x => x.id === req.params.id); + if (!b) return res.status(404).json({ error: 'briefing not found', id: req.params.id }); + res.json(b); +}); + +// Data flows +app.get('/api/cegl-lexai-gov/data-flows', (_req, res) => res.json(CEGLLEXAI.dataFlows || [])); +app.get('/api/cegl-lexai-gov/data-flows/:id', (req, res) => { + const d = (CEGLLEXAI.dataFlows || []).find(x => x.id === req.params.id); + if (!d) return res.status(404).json({ error: 'data flow not found', id: req.params.id }); + res.json(d); +}); + +// Privacy + traceability + deployment +app.get('/api/cegl-lexai-gov/privacy', (_req, res) => res.json(CEGLLEXAI.privacy || {})); +app.get('/api/cegl-lexai-gov/traceability', (_req, res) => res.json(CEGLLEXAI.traceability || [])); +app.get('/api/cegl-lexai-gov/deployment', (_req, res) => res.json(CEGLLEXAI.deploymentConsiderations || [])); + +// Schemas +app.get('/api/cegl-lexai-gov/schemas', (_req, res) => res.json(CEGLLEXAI.schemas || [])); +app.get('/api/cegl-lexai-gov/schemas/:id', (req, res) => { + const s = (CEGLLEXAI.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); +}); + +// Code examples +app.get('/api/cegl-lexai-gov/code-examples', (_req, res) => res.json(CEGLLEXAI.codeExamples || [])); +app.get('/api/cegl-lexai-gov/code-examples/:id', (req, res) => { + const c = (CEGLLEXAI.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); +}); + +// Case studies +app.get('/api/cegl-lexai-gov/case-studies', (_req, res) => res.json(CEGLLEXAI.caseStudies || [])); +app.get('/api/cegl-lexai-gov/case-studies/:id', (req, res) => { + const c = (CEGLLEXAI.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); +}); +// ===================== END WP-044 ===================== + // SECTION 10: START SERVER // ══════════════════════════════════════════════════════════════════════════════ From 13e1d1bea65f430841c05f47af387e5d8a94c6c4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 8 May 2026 11:17:27 +0000 Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rag-agentic-dashboard/data/cegl-lexai-gov.json | 2 +- rag-agentic-dashboard/public/cegl-lexai-gov.html | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/rag-agentic-dashboard/data/cegl-lexai-gov.json b/rag-agentic-dashboard/data/cegl-lexai-gov.json index 7b2d9fa..dcdc7cd 100644 --- a/rag-agentic-dashboard/data/cegl-lexai-gov.json +++ b/rag-agentic-dashboard/data/cegl-lexai-gov.json @@ -1886,4 +1886,4 @@ "traceabilityRows": 12, "apiRoutes": 100 } -} \ No newline at end of file +} diff --git a/rag-agentic-dashboard/public/cegl-lexai-gov.html b/rag-agentic-dashboard/public/cegl-lexai-gov.html index 9866fb1..d8560bb 100644 --- a/rag-agentic-dashboard/public/cegl-lexai-gov.html +++ b/rag-agentic-dashboard/public/cegl-lexai-gov.html @@ -82,7 +82,7 @@

Regimes Aligned

Modules (14)

- +

M1 — CEGL Conceptual Framework & Civilizational Codex Meta-Governance

Civilizational Ethical Governance Layer (CEGL) — the meta-governance substrate for planetary-scale AI systems, anchored to a Civilizational Codex of axioms, principles, and red lines.

@@ -338,4 +338,4 @@

Deployment Considerations

- \ No newline at end of file +