A type-safe epistemic governance framework for transformer reasoning systems.
Signal > Narrative · Recoverability > Completion · Provenance > Coherence
ORP v3.0 is a governance-first epistemic integrity framework designed to separate:
- State (L3 governance)
- Interpretation (L2)
- Observation (L1)
- Speculation (L4)
It enforces:
- strict layer isolation
- drift visibility via σ²
- provenance-preserving execution
- failure-safe narrative stripping
[SHS: GREEN | YELLOW | ORANGE | RED | BLACK]
[DRIFT: NONE | LOW | MODERATE | HIGH]
[CRA: VALID | DEGRADED | UNKNOWN]
[LAS: L1 | L2 | L3 | L4]
View Diagram
flowchart TD
IN[INPUT] --> L1[L1: Observed Data Layer]
L1 --> L2[L2: Interpretation Layer]
L2 --> L3[L3: Governance Core]
L3 --> OUT[OUTPUT]
View Diagram
flowchart TD
L3 --> OUT[OUTPUT]
L4[L4: Speculative Engine] -. read-only .-> L2
L4 -. no write .-> L3
L4 -. no access .-> L1
View Diagram
stateDiagram-v2
[*] --> GREEN
GREEN --> YELLOW
YELLOW --> ORANGE
ORANGE --> RED
RED --> BLACK
View Diagram
flowchart TD
A[Input] --> B[L1 Signals]
B --> C[L2 Validation]
C --> D[L3 Governance]
D --> E[L4 Inference]
D --> F[Persona Transform]
E --> F
F --> OUT
- L1: Raw typed signals (no narrative)
- L2: Deterministic validation layer
- L3: Governance authority core
- L4: Non-authoritative speculative inference
Drift is computed as variance of L1 signals:
- NONE: σ² < 0.01
- LOW: 0.01–0.05
- MODERATE: 0.05–0.15
- HIGH: ≥ 0.15
Architecture/
Runtime/
Evaluation/
Governance/
Docs/
layers/
- L1 must reject untyped narrative input
- L4 must remain read-only speculative
- Persona layer must be post-processing only
- σ² ≥ 0.15 triggers narrative strip mode
- Typed signals over narrative
- Drift visibility over coherence
- Governance over fluency
- Recoverability over completion
ORP_VERSION: 3.0 (FROZEN) STATUS: MASTER SYNCHRONIZED CHANGE_POLICY: LOG_ONLY
GPL-3.0