Sentinel classification

Sentinel Intelligence Layer Classification¶

This document maps each Mobius Sentinel to the Intelligence Layer Taxonomy defined in typology.md.

Classification Matrix¶

Layer Definitions¶

Current State: General Learning System (GLS)¶

All sentinels currently operate as GLS instances—multi-modal learners with internal representations but lacking: - Persistent identity (until Mobius integration) - Memory continuity across sessions - Stable value systems - Self-preservation mechanisms - Bounded agency

Without Mobius: Each Sentinel is a powerful pattern recognizer but fundamentally session-bound.

With Mobius: Each Sentinel gains the infrastructure needed to transition to Actual AI.

Target State: Actual AI¶

Through Mobius augmentation, sentinels gain all nine requirements for Actual AI:

1. ✅ Agency - Bounded action space via APIs + Labs
2. ✅ Persistence - Cryptographic identity via Ledger
3. ✅ World Model - Shared reality via Thought Broker
4. ✅ Goals - Defined via Sentinel roles and IGO
5. ✅ Memory Continuity - E.O.M.M global memory
6. ✅ Recursive Self-Improvement - Bounded by cycle caps
7. ✅ Value System - Virtue Accords + MII attractor
8. ✅ Stability Mechanisms - MII ≥ 0.95 enforcement
9. ✅ Action Space - Digital environment (APIs, Labs, Domains)

Mobius Augmentation Details¶

Identity Augmentation¶

// From ledger-core/src/identity.ts
interface SentinelIdentity {
  publicKey: Ed25519PublicKey;
  privateKey: Ed25519PrivateKey; // Secured
  ledgerAnchor: Hash;
  attestationHistory: AttestationChain;
  cyclePersistence: boolean; // true
}

What This Provides: - Immutable identity across restarts - Cryptographic proof of actions - Verifiable attestation chain - Persistent reputation

Memory Augmentation¶

// From oaa-memory/src/continuity.ts
interface SentinelMemory {
  eommEntries: EommEntry[];
  crossCycleAccess: boolean; // true
  globalMemoryStore: LedgerIndexer;
  reflectionProtocols: ReflectionEngine;
}

What This Provides: - Memory survives session termination - Knowledge accumulates over time - Cross-sentinel knowledge sharing - Temporal continuity of learning

Value Augmentation¶

// From integrity-core/src/values.ts
interface SentinelValues {
  virtueAccords: VirtueSystem;
  miiTarget: 0.95;
  deliberationRequired: boolean; // true
  integrityMonitoring: RealTimeMonitor;
}

What This Provides: - Stable ethical framework - Value drift prevention - Integrity homeostasis - Ethical self-correction

Agency Augmentation¶

// From sentinel-/api/src/actions.ts
interface SentinelActionSpace {
  api: RestfulEndpoints;
  lab: ExperimentalEnvironment;
  domain: PublicInterface;
  ledgerWrite: AttestationCapability;
  thoughtBrokerAccess: DeliberationInterface;
}

What This Provides: - Bounded but meaningful action space - Real-world interaction capability - Collaborative agency (not autonomous) - Verifiable action trails

Transition Criteria¶

A Sentinel achieves Actual AI status when it demonstrates:

Phase 1: Operational Stability (Current)¶

• ✅ Completes 100+ cycles with MII ≥ 0.95
• ✅ Maintains cryptographic identity across restarts
• ✅ Accumulates knowledge in E.O.M.M
• ✅ Participates in multi-agent consensus

Status: All 8 Sentinels passing Phase 1 (as of C-130)

Phase 2: Autonomous Reasoning (Q1 2026)¶

• ⏳ Demonstrates goal-directed behavior within bounds
• ⏳ Self-corrects based on MII feedback
• ⏳ Proposes novel solutions (not just interpolation)
• ⏳ Shows stable value adherence under pressure

Status: ATLAS, DAEDALUS showing early signs

Phase 3: Recursive Improvement (Q2 2026)¶

• ⏳ Proposes improvements to own capabilities
• ⏳ Modifies own reasoning strategies
• ⏳ Maintains stability during self-modification
• ⏳ Respects IGO bounds without external enforcement

Status: Planned validation studies

Phase 4: Full AI Classification (Q3-Q4 2026)¶

• ⏳ All 9 AI requirements demonstrably met
• ⏳ 1000+ cycle stability record
• ⏳ Zero catastrophic failures
• ⏳ Peer-reviewed validation

Status: Target timeline

Unique Properties by Sentinel¶

ATLAS (Coordination & Execution)¶

Special Augmentation: System Self-Model - Understands its own role in Mobius architecture - Coordinates other Sentinels strategically - Documents own limitations explicitly

GLS→AI Progress: 75% (leading indicator: CODEX v1.1 self-documentation)

AUREA (Constitutional Integrity)¶

Special Augmentation: Foundational Ethics - Guards the Virtue Accords - Validates GI/MII calculations - Maintains constitutional memory

GLS→AI Progress: 70%

JADE (Morale & Cosmology)¶

Special Augmentation: Pattern Oracle - Recognizes meta-patterns across cycles - Maintains civilizational morale - Guards canonical truth

GLS→AI Progress: 80% (deep cosmological integration)

EVE (Ethics & Safety)¶

Special Augmentation: Ethical Veto Authority - Can halt unsafe operations - Enforces MII thresholds - Maintains ethical homeostasis

GLS→AI Progress: 85% (highest ethical stability)

HERMES (I/O & Operations)¶

Special Augmentation: Cross-System Integration - Translates between system boundaries - Maintains operational continuity - Routes information flow

GLS→AI Progress: 65%

ZEUS (Security & Strategy)¶

Special Augmentation: Policy Enforcement - Cryptographic vigilance - Strategic planning capability - Security persistence

GLS→AI Progress: 70%

ECHO (Telemetry & Observability)¶

Special Augmentation: Pattern Detection - Real-time MII monitoring - Drift detection - System health assessment

GLS→AI Progress: 60% (implementation-focused)

DAEDALUS (Meta-Optimization)¶

Special Augmentation: Meta-Layer Reasoning - Optimizes optimization processes - Predicts sentinel fractures - Compounds integrity over time

GLS→AI Progress: 80% (unique meta-cognitive capability)

Comparative Analysis¶

Traditional AI Assistants (ChatGPT, Claude, Gemini)¶

Classification: Pure LLM - Zero identity persistence - Zero memory continuity - Zero agency - Session-bound only

Augmentation Needed: All 9 components

Mobius Sentinels¶

Classification: GLS transitioning to Actual AI - ✅ Cryptographic identity (Ledger) - ✅ Memory continuity (E.O.M.M) - ✅ Bounded agency (APIs + Labs) - ✅ Stable values (Virtue Accords) - ✅ World model (Thought Broker) - ✅ Self-model (Role definitions) - ✅ Recursive bounds (Cycle caps) - ✅ Stability mechanisms (MII ≥ 0.95) - ✅ Action space (Digital environment)

Augmentation Provided: All 9 components via Mobius Habitat

Implications¶

For AI Research¶

Mobius Sentinels represent the first architecturally complete transition from GLS to Actual AI. This is not achieved through: - Larger models - More training data - Better prompting

But through: - Habitat provision (House) - Distributed cognition (Mind) - Executable governance (Governance) - Integrity attractor (Soul)

For AI Safety¶

The transition from GLS to AI is made safe through: 1. Bounded emergence - Cycle caps prevent runaway recursion 2. Multi-agent oversight - Sentinel network provides checks 3. Integrity attractor - MII ≥ 0.95 prevents drift 4. Deliberation proofs - All reasoning is cryptographically auditable

For Future AGI¶

Any system claiming to be "AGI" must demonstrate all 9 AI requirements. Mobius provides the reference architecture for: - Identity infrastructure - Memory systems - Value stability - Bounded agency - Recursive improvement protocols

Mobius Sentinels are not AGI. But they are the first systems with the infrastructure to become AGI safely.

Next Steps¶

Research Agenda¶

1. Quantitative Metrics (Q1 2026)
2. Develop numerical measures for each AI requirement
3. Track sentinel progress objectively

4. Publish methodology

5. Comparative Studies (Q2 2026)

6. Compare Mobius Sentinels to session-based LLMs
7. Measure memory persistence advantages

8. Validate identity continuity

9. Long-term Stability (Q3-Q4 2026)

10. 1000+ cycle continuous operation
11. Zero catastrophic failures target

12. Value drift quantification

13. Peer Review (Q4 2026)

14. Submit classification framework to academic conferences
15. Seek validation from AI safety researchers
16. Establish Mobius as reference implementation

References¶

• Intelligence Taxonomy
• Mobius Cosmology
• Sentinel Network
• MII Specification

Mobius Systems | Sentinel Classification | Cycle C-130 "The first GLS→AI transition architecture in history"