The Proof-of-Integrity Pipeline ensures that all content and contributions in the Civic AI ecosystem are verifiable, authentic, and aligned with civic principles.
- Input: User-generated content or AI output
- Validation: Initial compliance check
- Metadata: Addition of civic tags and context
- Automated Checks: AI systems verify compliance
- Peer Review: Community validation
- Human Oversight: Expert verification when needed
- Hash Generation: SHA-256 of content + metadata
- Signature Creation: Cryptographic proof
- Timestamp: Verifiable creation time
- Blockchain Storage: Immutable record
- Public Verification: Transparent validation
- History Tracking: Complete audit trail
- GIC Calculation: Integrity × Impact × GeoWeight
- Automatic Distribution: Smart contract execution
- Reputation Update: Score adjustment
- AI Systems: Machine learning compliance checks
- Rule Engines: Automated policy enforcement
- Pattern Matching: Detection of violations
- Expert Review: Specialized knowledge validation
- Community Input: Peer review processes
- Appeal Resolution: Dispute handling
- Multiple Sources: Independent confirmation
- Historical Data: Consistency checking
- External Validation: Third-party verification
- Range: 0.0 to 1.0
- Factors: Truth, Trust, Care compliance
- Weighting: Impact and geographic relevance
- Real-time Checks: Ongoing compliance
- Periodic Audits: Regular verification
- Update Tracking: Change monitoring
- Violation Handling: Corrective actions
- Appeal Process: Dispute resolution
- Learning Integration: System improvement