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AVOO Certification Rubrics v1.0

Three learners review open books together at a classroom table, with stacks of textbooks, stationery and a whiteboard in the bright room.

1️⃣ AVOO Certification Rubrics v1.0

ID: eduKateSG.IC.AVOO.Certification.v1.0
Purpose: Gate symmetry-breaking power according to demonstrated stability

Classical Foundation Block

Certification ensures role assignment matches capability and prevents systemic instability.

Civilisation-Grade Definition

AVOO certification prevents collapse by ensuring:

  • Operators preserve structure
  • Oracles guard truth
  • Visionaries expand safely
  • Architects break symmetry only within budget

A) Operator Certification

Operator_Cert:
  RequiredMetrics:
    SOPCompliance >= 0.85
    VerificationDiscipline >= 0.75
    StressStability >= 0.75
    DriftDetectionAccuracy >= 0.80
  RequiredEvidence:
    - 3 successful RepairLoops
    - 2 successful TransferWeeks
  LiveTest:
    - classify 5 drift scenarios
    - design 1 repair corridor

Failure = retrain. No authority granted.

B) Oracle Certification

Oracle_Cert:
  RequiredMetrics:
    VerificationDiscipline >= 0.85
    FailureTraceQuality high
    BiasDetection ability demonstrated
  RequiredEvidence:
    - 5 audited cases
    - 1 capstone verification report
  LiveTest:
    - identify hidden assumption in model
    - stress-test governance simulation

Oracle can veto changes.

C) Visionary Certification

Visionary_Cert:
  RequiredMetrics:
    P3FractionGrowth in cohort
    TransferDensity >= 0.80
    SystemsIntegration >= 0.80
  RequiredEvidence:
    - 2 cross-domain project launches
  LiveTest:
    - design new module
    - defend under Oracle cross-exam

Visionary cannot mutate router rules.

D) Architect Certification

Architect_Cert:
  RequiredMetrics:
    MultiCohortStability >= 12 months
    CrisisSimulation competence
    Governance + Energy literacy >= 0.85
  RequiredEvidence:
    - 1 router modification pilot
    - 1 scaling model proposal
  LiveTest:
    - simulate symmetry break
    - define symmetry budget
    - design repair corridor pre-emptively

Architect changes require:

ChangeProtocol:
  - pilot 12 weeks
  - Oracle approval
  - rollback plan defined

2️⃣ City-Level Rollout Simulation (12 Months)

ID: eduKateSG.IC.Simulation.CityRollout.v1.0

Scenario:
3 academies form cluster. 300 learners total.

Initial Metrics (Month 0)

Month0:
  P3Fraction: 0.28
  CollapseRate: 0.12
  TransferDensity: 0.40
  VerificationCompliance: 0.55
  CoordinationStability: 0.60

Intervention Timeline

Months 1–3

Install:

  • Unified dashboard
  • Operator retraining
  • Weekly verification logs
Month3:
  P3Fraction: 0.35
  CollapseRate: 0.09
  TransferDensity: 0.55
  VerificationCompliance: 0.70

Months 4–6

Add:

  • Oracle audit layer
  • Capstone exchange
Month6:
  P3Fraction: 0.48
  CollapseRate: 0.07
  TransferDensity: 0.65
  VerificationCompliance: 0.78

Months 7–9

Add:

  • Visionary-led integration projects
  • City-wide crisis simulation
Month9:
  P3Fraction: 0.60
  CollapseRate: 0.05
  TransferDensity: 0.75
  CoordinationStability: 0.72

Months 10–12

Add:

  • AI-hybrid verification discipline
  • Shared capstone review
Month12:
  P3Fraction: 0.72
  CollapseRate: 0.03
  TransferDensity: 0.85
  VerificationCompliance: 0.88
  CoordinationStability: 0.82

Observed Law

ObservedLaw:
  If VerificationCompliance rises,
  CollapseRate falls.
  If TransferDensity rises,
  P3Fraction rises.

3️⃣ Civilisation Education Core Law + 10 Invariants

ID: eduKateSG.IC.CoreLaw.10Invariants.v1.0

Core Law (Single Sentence)

Civilisation-grade education succeeds when regeneration of depth, stability, transfer, and coordination exceeds the decay caused by drift, overload, and unverified symmetry-breaking.

The 10 Invariants

Invariant1:
  Language binds logic; logic binds mathematics.
Invariant2:
  Mathematics binds physics; physics binds energy literacy.
Invariant3:
  Verification prevents false competence.
Invariant4:
  Stress tolerance precedes decision stability.
Invariant5:
  Transfer prevents P2 ceiling stagnation.
Invariant6:
  AI without verification increases collapse rate.
Invariant7:
  Over-specialisation without systems view narrows corridor.
Invariant8:
  Symmetry-breaking must stay within symmetry budget.
Invariant9:
  Repair must precede projection.
Invariant10:
  Coordination stability determines civilisation scale.

1-Page Master Diagram (Text Compression)

CivilisationEducationSpine:
  Depth
    -> StabilityUnderLoad
      -> Transfer
        -> Coordination
          -> LongHorizonPlanning
  Drift + Overload + Unverified AI
    -> Collapse
  Repair + Verification + SystemsIntegration
    -> Regeneration
  If Regeneration > Drift:
    P3 corridor sustained
  Else:
    Collapse modes activated

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