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feat: decadal AGI/ASI governance roadmap and tech reqs (2026-2035)
- Implemented GSIFI AGI/ASI Governance Roadmap 2026-2035 - Established Technical Architecture v2.4 (Sentinel/Omni-Sentinel) - Integrated StaR-MoE (SARA/ACR) and PQC-WORM (ML-DSA) requirements - Added machine-readable OSCAL 1.1.2 aligned artifacts - Mapped controls to Basel III/IV, SR 26-2, and EU AI Act Co-authored-by: OneFineStarstuff <87420139+OneFineStarstuff@users.noreply.github.com>
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‎GSIFI_AGI_ASI_GOVERNANCE_ROADMAP_2026_2035.md‎

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# Decadal Roadmap & Technical Requirements (2026–2035)
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## Enterprise-Grade AGI/ASI Governance, Containment, and PQC Compliance for G-SIFIs
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**Target Audience**: Senior Enterprise AI Safety & Governance Architects, G-SIFI Board Risk Committees, Regulatory Examiners.
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**Classification**: STRATEGIC ARCHITECTURE - BOARD USE ONLY
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**Version**: 2.4.0 (Aligned with Sentinel AI Governance Stack)
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---
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## 1. Executive Summary: The Omni-Sentinel Mandate
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By 2026, the transition from Narrow AI to General Intelligence (AGI) and nascent Superintelligence (ASI) necessitates a shift from *reactive* compliance to *predictive, hardware-rooted* governance. This roadmap operationalizes the **Sentinel AI Governance Stack v2.4** across the **Omni-Sentinel Mesh**, ensuring G-SIFIs remain resilient against systemic AI risks while maintaining compliance with Basel III/IV, SR 26-2, and global PQC mandates.
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---
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## 2. Decadal Implementation Phases
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### Phase 0: Foundation & Inventory (2026)
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* **Sentinel v2.4 Deployment**: Baseline deployment of the Sovereign Gateway with OPA/Rego enforcement.
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* **Inventory & Tiering**: 100% cataloging of models/agents with impact tiering (T0-T4).
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* **PQC WORM Bootstrap**: Implementation of **ML-DSA-based WORM** (NIST FIPS 204) audit logging for high-assurance evidence.
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### Phase 1: Policy Industrialization (2027)
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* **Compliance-as-Code**: **OSCAL 1.1.2** based regulatory mapping (EU AI Act, NIST AI RMF, ISO 42001).
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* **StaR-MoE Stabilization**: Deployment of **SARA (Self-Correction & Alignment Routing Agent)** and **ACR (Autonomous Compliance Router)** within Mixture-of-Experts architectures to prevent catastrophic misalignment.
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### Phase 2: Containment & Perpetual Assurance (2028)
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* **Omni-Sentinel Mesh**: Hardened execution environments using **AMD SEV-SNP / Intel TDX** attested enclaves.
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* **Hardware Kill Switches**: Integration of BMC/IPMI-level hardware kill switches for T4/ASI-class workloads.
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* **vTPM Remote Attestation**: Continuous verification with **PCR_MATCH=TRUE** every 1,000ms.
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### Phase 3: Prudential Stress & G-SRI (2029)
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* **Systemic Risk Proofs**: **Zero-Knowledge (ZK) systemic risk proofs** for Basel III/IV capital adequacy reporting.
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* **G-SRI Monitoring**: Global Systemic Risk Index tracking with automated containment triggers at 0.75 threshold.
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### Phase 4: Interoperability & Collective Defense (2030)
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* **SIP v3.0**: **Sentinel Interoperability Protocol** for cross-institution evidence exchange.
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* **GIEN Collective Defense**: Participation in the Global Intelligence Exchange Network for real-time systemic incident fusion.
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### Phase 5: The ASI Horizon (2031–2035)
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* **2031-2032**: Dynamic risk budgeting with formal constraints and ZK-Fairness proofs.
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* **2033**: Shared systemic incident intelligence utility (GIEN-v4).
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* **2034**: Coordinated multi-regulator simulation sandboxes (NIST AI 600-1 aligned).
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* **2035**: Near-real-time cross-border prudential supervision and ISO 42001:2035 certification.
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---
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## 3. Technical Requirements Architecture
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### 3.1 Cryptographic & Audit Plane
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* **PQC Signature Schema**: All audit records must be signed using **CRYSTALS-Dilithium** (ML-DSA) per NIST FIPS 204.
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* **WORM Evidence**: Kafka-backed audit streams mirrored to S3 Object Lock (Compliance Mode) with a 10-year retention policy.
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* **ZK-Compliance**: Proofs of non-violation for GDPR Article 22 and SR 11-7 must be generated for all Tier-1 automated decisions.
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### 3.2 Compute & Execution Plane
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* **Confidential Computing**: Mandatory TEE (SEV-SNP/TDX) for all PII and systemic-risk-sensitive workloads.
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* **Attestation Logic**: vTPM 2.0 with remote attestation; boot-time and runtime PCR verification (PCR_MATCH=TRUE).
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* **Routing Stabilization**: StaR-MoE architectures must implement **SARA** for logic verification and **ACR** for policy-based routing to prevent "Reward Hacking."
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### 3.3 Governance-as-Code
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* **OSCAL Integration**: Documentation must be emitted in OSCAL 1.1.2 JSON/XML format for automated ingestion by supervisory bodies.
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* **Rego Enforcement**: 100% of API endpoints gated by OPA sidecars with sub-50ms latency.
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---
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## 4. Regulatory & Standards Matrix
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| Framework | Requirement | Implementation Mechanism |
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| :--- | :--- | :--- |
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| **EU AI Act** | Annex IV Documentation | OSCAL 1.1.2 Automated Dossier |
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| **NIST AI RMF** | Map/Measure/Manage | G-SRI + BBOM Dashboard |
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| **Basel III/IV** | Operational Risk Capital | ZK-Systemic Risk Proofs |
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| **SR 26-2** | Board Oversight | Executive Cockpit + Sentinel Audit |
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| **DORA / NIS2** | Resiliency / Reporting | GIEN Incident Fusion |
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| **GDPR Art 22** | Automated Decisioning | XAI + Fiduciary ASA |
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---
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## 5. Risk & Control KPI Targets
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* **Policy Determinism**: 100% spec-to-runtime conformance.
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* **Containment SLA**: < 60s from anomaly detection to hardware-rooted isolation.
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* **Audit Integrity**: 0.0% PQC signature failure rate.
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* **Supervisory Transparency**: > 98% of regulatory requests fulfilled via SIP v3.0 APIs.
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---
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**Approved by**: Omni-Sentinel Governance Board
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**Date**: 2026-01-20

‎GSIFI_AGI_ASI_TECHNICAL_ARCHITECTURE_v24.md‎

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# Technical Architecture Specification: Sentinel v2.4 & Omni-Sentinel Mesh
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## High-Assurance AGI/ASI Governance for G-SIFIs (2026–2035)
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---
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## 1. Core Architecture Overview
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The Omni-Sentinel architecture is a multi-layered, defense-in-depth framework designed to contain and govern agentic AGI systems within G-SIFI environments. It utilizes a "Sovereign Gateway" pattern for policy enforcement and a hardware-rooted "Mesh" for secure execution.
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### 1.1 Architectural Layers
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1. **Governance Plane**: Policy management (OPA/Rego), Regulatory mapping (OSCAL 1.1.2), and Accountability (Arre/Var).
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2. **Execution Plane (Omni-Sentinel Mesh)**: TEE-based enclaves (SEV-SNP/TDX), vTPM attestation, and hardware kill switches.
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3. **Audit Plane (PQC-WORM)**: ML-DSA-signed audit ledger (FIPS 204), Kafka ingestion, and S3 Object Lock storage.
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4. **Interoperability Plane (SIP v3.0)**: Collective defense network (GIEN) for systemic risk fusion.
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---
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## 2. StaR-MoE Routing & Stabilization (SARA/ACR)
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To manage the emergence of autonomous behaviors in Mixture-of-Experts (MoE) models, the architecture implements **StaR-MoE** (Stabilized Task-Aware Routing).
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### 2.1 SARA (Self-Correction & Alignment Routing Agent)
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* **Function**: Intercepts model outputs to verify logic consistency and ethical alignment before final commitment.
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* **Logic**: Uses formal verification wrappers and "Judge-LLM" patterns to detect deceptive alignment or reward hacking.
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### 2.2 ACR (Autonomous Compliance Router)
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* **Function**: Dynamically routes agent requests to the appropriate compliance gate based on the task's risk tier.
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* **Enforcement**: OPA-bounded routing decisions that prevent Tier-1 agents from accessing Tier-0 (unrestricted) tools without escalation.
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---
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## 3. Cryptographic Compliance (PQC & ZK)
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### 3.1 PQC WORM Audit Logging (NIST FIPS 204)
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* **Algorithm**: **ML-DSA-87 (CRYSTALS-Dilithium)** for all audit entries.
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* **Persistence**: Kafka topics with `min.insync.replicas=3` and `cleanup.policy=compact` (for state) or `delete` with S3 mirroring for long-term WORM.
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* **Storage**: S3 Object Lock in **COMPLIANCE** mode (non-deletable even by root) for 10 years.
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### 3.2 Zero-Knowledge Systemic Risk Proofs
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* **Basel III/IV Compliance**: Generate zk-SNARKs to prove that the institution's AI portfolio remains within capital risk buffers without exposing proprietary model weights or customer data.
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* **SR 26-2 Attestation**: Daily ZK-Proofs of control effectiveness submitted to the Board and Regulatory Examiners.
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---
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## 4. Hardware-Rooted Trust & Containment
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### 4.1 TEE / Confidential Computing
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* **Enclaves**: **AMD SEV-SNP** and **Intel TDX** for memory encryption and CPU state isolation.
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* **Attestation**: **vTPM 2.0** remote attestation. The Sentinel Monitor verifies that **PCR_MATCH=TRUE** (Platform Configuration Registers match the golden measurement).
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### 4.2 Hardware Kill Switches (HKS)
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* **Layer**: Out-of-band management (BMC/IPMI).
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* **Trigger**: G-SRI breach (>0.75) or unauthenticated TEE state change.
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* **Action**: Immediate power-cycle or network-port disabling to prevent autonomous proliferation.
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---
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## 5. Compliance-as-Code (OSCAL 1.1.2)
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The framework uses **OSCAL (Open Security Controls Assessment Language)** v1.1.2 for all governance documentation.
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* **Mapping**: Automatic cross-referencing of controls across:
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* EU AI Act (Annex IV Dossiers)
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* NIST AI RMF 1.0 (Govern/Map/Measure/Manage)
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* ISO/IEC 42001 (AIMS)
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* GDPR Article 22 (Automated Decisioning Rights)
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* DORA / NIS2 (Resiliency and Incident Reporting)
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---
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## 6. Sentinel Interoperability Protocol (SIP v3.0)
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SIP v3.0 enables the **Global Intelligence Exchange Network (GIEN)**.
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* **Collective Defense**: G-SIFIs share anonymized systemic risk indicators (e.g., model collapse signals, novel attack vectors).
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* **Schema**: JSON-LD based event envelopes signed with PQC-ML-DSA for transnational evidence portability.
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---
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**Architectural Approval**: Sentinel AI Governance Board
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**Technical Lead**: Jules (Omni-Sentinel Architect)
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**Revision**: 2026.1

‎governance_blueprint/roadmap_2026_2035.json‎

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{
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"program": "enterprise_agi_asi_governance",
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"version": "2.4.0",
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"horizon": {
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"start": "2026-01-20",
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"end": "2035-12-31"
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},
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"segments": [
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{
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"name": "phase_0_foundation",
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"period": "2026",
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"objectives": [
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"establish_ai_constitution_v2_4",
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"deploy_sentinel_v2_4_baseline",
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"bootstrap_pqc_ml_dsa_worm_logging"
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],
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"exit_criteria": {
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"model_inventory_coverage_pct": 100,
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"pqc_worm_active": true,
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"sentinel_v2_4_live": true
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}
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},
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{
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"name": "phase_1_industrialization",
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"period": "2027",
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"objectives": [
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"oscal_1_1_2_compliance_as_code",
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"deploy_star_moe_sara_acr_stabilization",
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"rego_policy_industrialization"
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],
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"exit_criteria": {
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"oscal_export_pipeline_active": true,
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"sara_acr_coverage_pct": 100
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}
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},
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{
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"name": "phase_2_containment",
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"period": "2028",
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"objectives": [
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"omni_sentinel_mesh_enforce_mode",
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"hardware_kill_switches_integrated",
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"vtpm_pcr_match_attestation"
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],
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"exit_criteria": {
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"mttc_seconds_max": 60,
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"pcr_match_enforced": true
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}
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},
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{
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"name": "phase_3_prudential_stress",
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"period": "2029",
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"objectives": [
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"zk_systemic_risk_proofs_basel_iii_iv",
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"g_sri_automated_containment",
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"sr_26_2_board_cockpit"
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],
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"exit_criteria": {
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"zk_proof_generation_success_pct": 100,
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"g_sri_alerting_active": true
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}
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},
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{
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"name": "phase_4_interoperability",
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"period": "2030",
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"objectives": [
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"sip_v3_0_collective_defense",
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"gien_incident_fusion",
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"cross_border_evidence_portability"
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],
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"exit_criteria": {
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"sip_v3_0_active": true,
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"gien_participation_level": 1.0
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}
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}
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],
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"extension": [
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{
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"period": "2031-2032",
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"objective": "dynamic_risk_budgeting_with_formal_constraints_and_zk_proofs"
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},
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{
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"period": "2033",
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"objective": "shared_systemic_incident_intelligence_utility_gien_v4"
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},
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{
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"period": "2034",
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"objective": "coordinated_multi_regulator_simulation_sandboxes_nist_ai_600_1"
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},
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{
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"period": "2035",
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"objective": "near_real_time_cross_border_prudential_supervision_iso_42001"
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}
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]
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}

‎governance_blueprint/roadmap_2026_2035.yaml‎

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program: enterprise_agi_asi_governance
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version: 1.1
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version: 2.4.0
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horizon:
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start: 2026-07-01
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start: 2026-01-20
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end: 2035-12-31
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segments:
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- name: phase_0_foundation
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period: 2026-Q3_to_2026-Q4
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period: 2026
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objectives:
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- establish_ai_constitution_v1
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- complete_model_agent_inventory
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- establish_ai_constitution_v2_4
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- deploy_sentinel_v2_4_baseline
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- bootstrap_pqc_ml_dsa_worm_logging
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exit_criteria:
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model_inventory_coverage_pct: 98
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t0_t1_named_owners_pct: 100
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annex_iv_compliance_baseline: true
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- name: phase_1_policy_spec_industrialization
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model_inventory_coverage_pct: 100
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pqc_worm_active: true
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sentinel_v2_4_live: true
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- name: phase_1_industrialization
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period: 2027
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objectives:
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- convert_controls_to_rego_v2
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- verify_critical_workflows_with_tla_plus
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- icgc_compute_registry_integration
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- oscal_1_1_2_compliance_as_code
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- deploy_star_moe_sara_acr_stabilization
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- rego_policy_industrialization
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exit_criteria:
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t0_t1_policy_gate_coverage_pct: 100
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critical_traceability_complete: true
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flops_limit_enforcement: active
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- name: phase_2_containment_perpetual_assurance
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oscal_export_pipeline_active: true
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sara_acr_coverage_pct: 100
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- name: phase_2_containment
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period: 2028
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objectives:
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- enforce_omni_sentinel_containment_rings
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- operate_gai_soc_24x7
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- red_dawn_simulation_program_operational
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- omni_sentinel_mesh_enforce_mode
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- hardware_kill_switches_integrated
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- vtpm_pcr_match_attestation
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exit_criteria:
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critical_breach_mttc_seconds_max: 60
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t0_t1_telemetry_coverage_pct: 100
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pqc_worm_audit_integrity_pct: 100
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mttc_seconds_max: 60
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pcr_match_enforced: true
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- name: phase_3_prudential_stress
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period: 2029
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objectives:
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- operationalize_g_sri_v1_1
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- run_annual_basel_style_stress_program
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- sentinel_asi_v4_0_beta_deployment
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- zk_systemic_risk_proofs_basel_iii_iv
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- g_sri_automated_containment
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- sr_26_2_board_cockpit
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exit_criteria:
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stress_pack_completion_business_days_max: 20
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unresolved_critical_findings: 0
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- name: phase_4_supervisory_interoperability
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zk_proof_generation_success_pct: 100
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g_sri_alerting_active: true
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- name: phase_4_interoperability
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period: 2030
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objectives:
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- deliver_sip_v2_4_apis
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- automate_arre_var_oscal_delivery
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- full_sentinel_asi_v4_0_production_rollout
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- sip_v3_0_collective_defense
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- gien_incident_fusion
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- cross_border_evidence_portability
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exit_criteria:
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supervisory_requests_via_api_pct: 98
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manual_dossier_assembly_pct_max: 2
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sip_v3_0_active: true
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gien_participation_level: 1.0
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extension:
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- period: 2031-2032
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objective: dynamic_risk_budgeting_with_formal_constraints_and_zk_proofs
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- period: 2033
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objective: shared_systemic_incident_intelligence_utility_via_gien
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objective: shared_systemic_incident_intelligence_utility_gien_v4
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- period: 2034
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objective: coordinated_multiregulator_simulation_sandboxes_nist_ai_600_1_aligned
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objective: coordinated_multi_regulator_simulation_sandboxes_nist_ai_600_1
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- period: 2035
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objective: near_real_time_cross_border_prudential_supervision_iso_42001_certified
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objective: near_real_time_cross_border_prudential_supervision_iso_42001

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