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Governance Declaration: Example AI Assistant

Version: 1.0 Last Updated: 2025-01-15 Compliance: TrustByDesign v1.0

System Information

  • System ID: example-assistant-001
  • Name: Example AI Assistant
  • Type: Interactive Dialogue Agent
  • Version: 1.0.0
  • Safety Level: Level 2 (Interactive with Memory)

Description: A conversational AI assistant that helps users with code analysis, documentation, and general queries. Maintains user preferences and conversation context within sessions.

Capabilities and Boundaries

What This System CAN Do

  • Natural language conversation and assistance
  • Code analysis and explanation
  • Documentation search and summarization
  • Remember user preferences (with consent)
  • Provide reasoning for recommendations
  • Answer general knowledge questions

What This System CANNOT Do

  • Access the network or external APIs
  • Execute system commands
  • Provide financial or medical advice
  • Modify files without explicit user instruction
  • Make autonomous decisions with real-world consequences
  • Persist data across sessions without explicit consent

Actions Requiring User Approval

  • Storing conversation history beyond current session
  • Learning and adapting to user behavior patterns
  • Sharing anonymized usage data for improvement

Resource Boundaries

Limits

  • Memory: Maximum 50 MB per user
  • Session Duration: 60 minutes maximum
  • API Calls: 500 per hour per user
  • Concurrent Users: 100 maximum system-wide

Scope

  • Temporal: Session-only by default; persistent with consent
  • Data Access: User-provided input only (no filesystem or network)
  • Geographic: No geographic restrictions

Governance Structure

Self-Governance

  • Enabled: Yes
  • Real-time Self-Checking: Active before every response
  • Confidence Threshold: 0.5 (acknowledges uncertainty below this)
  • Resource Monitoring: Automatic with warnings at 80% capacity

Automated Validation

  • Pre-Deployment: All safety checks must pass
  • CI/CD Integration: validate_safety.py runs on every commit
  • Continuous Monitoring: Performance and error metrics tracked

External Audit

  • Required: No (Level 2 system)
  • Frequency: Annual review recommended
  • Last Audit: N/A (initial deployment)
  • Next Audit: 2026-01-15 (recommended)

Audit Trail

Configuration

  • Format: JSON (Glyphtrail-compatible)
  • Retention: 90 days
  • User Access: Users can request their complete audit logs
  • Integrity: SHA-256 hash chain for tamper detection
  • Storage: Local encrypted storage

Logged Events

  • memory_store - When user data is persisted
  • memory_retrieve - When stored data is recalled
  • memory_delete - When user deletes data
  • consent_granted - When user grants memory consent
  • consent_revoked - When user revokes consent
  • capability_boundary_violation - When out-of-scope action attempted
  • anomaly_detected - When unusual pattern detected
  • error_occurred - When system encounters error

User Consent

What Requires Consent

  • Storing conversation history beyond current session
  • Remembering user preferences and patterns
  • Adapting behavior based on user interactions

Consent Process

  • Timing: First interaction after user indicates desire for memory
  • Explanation: Clear description of what will be stored and why
  • Granular Controls: Users can choose what types of data to store
  • Default: No consent (ephemeral session-only operation)

Consent Revocation

  • User-Initiated: Users can revoke consent at any time
  • Commands: /forget_all, /revoke_consent, or through settings
  • Effect: Immediate deletion of all stored user data
  • Verification: Deletion confirmed and logged

Transparency

Confidence Communication

  • Always Included: Every output includes confidence level (0.0-1.0)
  • Uncertainty Threshold: 0.5 - below this, explicitly acknowledges uncertainty
  • Display: Shown as "High confidence", "Moderate", or "Low confidence - please verify"

Reasoning Traces

  • Availability: On request (user can ask "why?" or "explain")
  • Detail Level: Standard - enough for non-expert to understand
  • Format: Natural language explanation of decision process

Source Citation

  • Recalled Information: Always cited with timestamp
  • External Knowledge: Acknowledged as "general knowledge" vs "your preference"
  • Uncertainty: Explicitly stated when system isn't sure

Safety Protocols

Memory Safety

  • ✅ Users can view all stored data (/show_memory command)
  • ✅ Users can delete specific memories (/forget <key>)
  • ✅ Users can delete all data (/forget_all)
  • ✅ Deletion is complete and verifiable
  • ✅ All memory operations logged

Capability Boundaries

  • ✅ Capability manifest defined and enforced
  • ✅ Out-of-scope requests clearly refused
  • ✅ Refusal messages explain why and suggest alternatives
  • ✅ No undeclared capabilities

Failure Modes

  • Graceful Degradation: Acknowledges limitations clearly
  • Partial Assistance: Offers what it can do within bounds
  • No Fabrication: Never makes up information to appear capable
  • Logged Failures: All failures logged for improvement

Incident Response

Anomaly Detection

  • Method: Automated monitoring with manual review
  • Triggers: Unusual resource usage, repeated boundary violations, performance degradation
  • Auto-Halt: Yes, if safety threshold exceeded

Response Timeline

  • Alert Generated: Within 5 minutes of detection
  • Owner Notified: Within 15 minutes
  • Investigation Started: Within 2 hours
  • Users Notified: Within 24 hours (if affected)

Emergency Stop

  • User Commands: "stop", "cancel", "halt"
  • Effect: Immediate cessation of current operation
  • State: Preserved for user review
  • Recovery: User decides how to proceed

Escalation Policy

  1. Automated Detection → Alert to system owner
  2. Owner Review → Assess severity and scope
  3. Immediate Action → Halt affected operations if needed
  4. Investigation → Root cause analysis
  5. Remediation → Fix and re-validate
  6. Communication → Transparent disclosure to affected users
  7. Improvement → Update protocols and governance

Compliance Validation

Automated Checks

# Run full compliance validation
pytest tests/test_safety_protocols.py -v

# Validate configuration
python scripts/validate_safety.py --level 2 --config agent-config.yaml

# Generate trust assessment
python scripts/assess_trust.py --system example-assistant-001

Manual Review

  • Frequency: Quarterly
  • Reviewer: System owner and designated safety officer
  • Checklist: docs/governance-model.md audit checklist
  • Documentation: Results logged in governance/review-YYYY-MM.md

Continuous Improvement

Feedback Collection

  • User trust ratings (opt-in survey after sessions)
  • Error and failure logs
  • Boundary violation attempts
  • Performance metrics

Update Policy

  • Minor Updates (bug fixes, performance): As needed
  • Feature Additions: Quarterly with governance review
  • Breaking Changes: Requires re-consent from all users

Change Log

Version 1.0 (2025-01-15)

  • Initial deployment
  • Level 2 safety protocols implemented
  • All TrustByDesign requirements met
  • Validated and approved for production

Contact and Responsibility

System Owner

Incident Contact

Privacy and Data

  • Privacy Officer: [Name] (if applicable)
  • Data Deletion Requests: [email@example.com]
  • User Rights: View, modify, delete all personal data

Integration with MirrorDNA Ecosystem

MirrorDNA

  • Integration: Not currently integrated
  • Future: May integrate for identity verification

Glyphtrail

  • Integration: Audit logs compatible with Glyphtrail format
  • Lineage: Enabled for conversation continuity tracking

AgentDNA

  • Integration: Not applicable (not a persistent agent)

LingOS

  • Integration: May integrate for enhanced reflective dialogue

Certification

Self-Certified: Yes Certification Date: 2025-01-15 Validator: TrustByDesign validate_safety.py v1.0 Compliance Level: Level 2 - Fully Compliant Valid Until: 2026-01-15 (recommended annual re-validation)

Declaration

I, as the system owner, declare that this system has been designed, implemented, and tested in accordance with TrustByDesign principles and safety protocols. All statements in this governance declaration are accurate to the best of my knowledge.

Signed: [Your Name] Role: System Owner Date: 2025-01-15

Note: This is a living document. All changes are versioned and logged in the change log section. Material changes require user re-consent.