EG-MODEL-002 Runtime Model Verification Requirements

11/11 Model Governance Standards Initiative

Version: Draft v0.1

Classification: Runtime Model Verification Specification

Specification Family: AI Model Governance Standards

Abstract

EG-MODEL-002 defines runtime model verification requirements for regulated AI infrastructure environments.

The specification establishes mandatory governance controls including deterministic model verification, fail-closed runtime protections, cryptographic validation continuity, immutable operational synchronization, distributed telemetry propagation, and governance consistency across sovereign AI infrastructure systems.

The framework positions runtime verification as a deterministic operational integrity layer for regulated model execution systems.

1. Runtime Model Verification Principle

Governed AI model systems MUST maintain deterministic runtime verification continuity across all operational environments.

Governed runtime environments SHALL enforce:

• model verification synchronization continuity• runtime governance coordination• cryptographic model validation• immutable operational continuity• distributed telemetry synchronization• fail-closed runtime protections

Any unverifiable model condition SHALL trigger deterministic containment protections.

2. Model Verification Coordination Requirements

Governed runtime environments SHALL maintain coordination systems responsible for:

• model verification synchronization propagation• runtime telemetry continuity• governance routing coordination• distributed operational consistency• immutable audit continuity• cross-domain synchronization integrity

Model verification coordination SHALL remain synchronized across all runtime systems.

3. Deterministic Model Verification Validation

Execution governance systems SHALL validate:

1. Model Runtime Continuity

2. Governance Policy Synchronization

3. Runtime Integrity Verification

4. Model Scope Continuity

5. Cryptographic Verification Validation

6. Immutable Audit Synchronization

7. Distributed Runtime Consistency

8. Execution Lineage Continuity

Validation failures SHALL trigger fail-closed protections.

4. Fail-Closed Model Verification Enforcement

Governed runtime environments MUST operate under deterministic fail-closed protections.

Failure conditions SHALL trigger containment including:

• model verification interruption• runtime governance mismatch• cryptographic verification failure• immutable audit discontinuity• distributed coordination inconsistency• unauthorized model modification• runtime state divergence• unverifiable model transitions

Execution MUST default to containment during model uncertainty.

5. Cryptographic Model Validation

Governed execution systems SHALL implement cryptographic model validation supporting:

• signed model verification records• runtime integrity verification• immutable proof continuity• distributed trust synchronization• governance evidence propagation• audit authenticity validation

Cryptographic verification SHALL remain continuous during runtime propagation.

6. Immutable Operational Continuity

Execution governance environments SHALL maintain immutable operational continuity supporting:

• tamper-evident model verification records• immutable synchronization continuity• distributed runtime replication• telemetry continuity synchronization• audit persistence continuity• governance evidence traceability

Operational continuity SHALL remain immutable and verifiable across distributed runtime systems.

7. Distributed Runtime Synchronization

Distributed runtime governance systems SHALL synchronize:

• model verification continuity propagation• runtime telemetry synchronization• distributed operational consistency• cryptographic synchronization continuity• immutable audit persistence• runtime governance integrity

Desynchronization SHALL trigger deterministic containment protections.

8. Model Verification Traceability

Governed execution environments SHALL maintain deterministic traceability including:

• model verification lifecycle records• governance synchronization telemetry• orchestration routing references• cryptographic proof references• immutable audit records• distributed coordination metadata• operational continuity records

Traceability SHALL remain continuously available for verification and audit inspection.

9. Runtime Model Verification Lifecycle Flow

1. Model Initialization

2. Model Verification Validation

3. Governance Coordination Inspection

4. Runtime Integrity Verification

5. Cryptographic Verification Validation

6. Telemetry Synchronization Validation

7. Fail-Closed Enforcement Evaluation

8. Runtime Model Approval

9. Immutable Synchronization Persistence

10. Audit Continuity Verification

10. Deployment Contexts

• AI Model Infrastructure

• Multi-Model Runtime Coordination

• Autonomous Runtime Coordination

• Enterprise AI Governance

• Model Security Enforcement

• Distributed Runtime Synchronization

• Runtime Model Coordination

• Sovereign AI Infrastructure

Public Governance Infrastructure

Public Governance Console

https://control.11aiblockchain.com/console

Runtime Governance Demo

https://control.11aiblockchain.com/demo

Public Governance Proof Viewer

https://control.11aiblockchain.com/proof

Infrastructure Health Dashboard

https://control.11aiblockchain.com/health

Execution Lineage Explorer

https://www.11aiblockchain.com/lineage

Standards Positioning

EG-MODEL-002 establishes runtime model verification requirements for regulated AI infrastructure environments requiring deterministic model verification, fail-closed runtime protections, cryptographic validation continuity, immutable operational synchronization, and distributed runtime coordination.

Part of the 11/11 Model Governance Standards Initiative.Establishing deterministic governance standards for regulated AI model infrastructure systems.