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eduKateSG.IC.RouterMapping.YearGranular.Y16toY22.v1.0

eduKate Secondary small-group study for How Super Intelligence Works: Transformers.
# =========================================================
# RouterMapping (Per-Year Granularity) Y16 → Y22
# + Career Lattice Gating Examinations (when they start, what they are)
# + School Types Needed (Interstellar-Core ecosystem; not MOE-mapped)
#
# IDs:
# 1) eduKateSG.IC.RouterMapping.YearGranular.Y16toY22.v1.0
# 2) eduKateSG.IC.CareerLattice.GatingExams.v1.0
# 3) eduKateSG.IC.SchoolTypes.CareerPipeline.v1.0
# Policy: Forward-only updates; do not rename IDs
# =========================================================
RouterMapping:
Meta:
ID: eduKateSG.IC.RouterMapping.YearGranular.Y16toY22.v1.0
Version: v1.0
DriftTypes: [FoundationBreak, StabilityDrop, TransferFail, VerificationDrop, StressRise]
Rule:
- "If drift persists 2 weeks OR 2 consecutive examinable fails → trigger RepairLoop."
- "RepairLoop = Truncation (scope cut) + Core rebuild + Stitching (gradual load)."
- "After repair: Retest the failed examinable(s) from current term."
RetestWindow:
Default: "2–4 weeks after repair start (or earlier if stability restored)."
AIHybridControl:
- "VerificationDrop triggers AI lock to guided mode until V restored >= 3 (rubric)."
Years:
Y16_Age16:
Focus: ["verification discipline", "toy modelling", "failure traces", "integration tasks"]
DetectSignals:
FoundationBreak:
- "cannot justify steps in algebra/proof"
- "units/assumptions confused in science"
- "simulation explanation incoherent"
StabilityDrop:
- "timed stability index < 0.75"
- "stress week causes performance collapse"
TransferFail:
- "cannot map math→physics or model→scenario"
- "integration task fails twice"
VerificationDrop:
- "logs missing"
- "edge cases absent"
- "no alternate method attempt"
StressRise:
- "avoidance/shutdown"
- "sleep/device drift"
RepairLoop:
Truncation:
- "freeze new topics/projects for 2 weeks"
- "reduce load by 30–50% (keep 2 timed sessions/week only)"
CoreRebuildTopics:
FoundationBreak:
- "Algebra core ladder: function→graph→factorise→quadratic"
- "Units sanity: dimensional reasoning drills"
- "Explain-why drills (6 short write-ups)"
StabilityDrop:
- "Timed micro-sets (5–8 min) + recovery protocol"
- "error cluster isolation"
TransferFail:
- "bridge tasks: same structure, new surface context (8 tasks)"
- "mapping template: concept→domainA example→domainB example"
VerificationDrop:
- "Minimum verification pack: assumptions(>=2) + tests(>=3) + edge case(>=1)"
- "two-solution rule for 2 problems/week"
StressRise:
- "buffer restore: sleep, routine, scope cut"
- "short wins: 10-min completion loops"
Stitching:
- "Week1: core rebuild only"
- "Week2: add 1 transfer/week"
- "Week3: add 1 integration/week"
- "Week4: resume full term examinables"
Retest:
FoundationBreak: ["Depth examinable (explain-why) + targeted mastery set"]
StabilityDrop: ["Timed stability index retest + stress-variation set"]
TransferFail: ["Integration task retest (2-domain mapping)"]
VerificationDrop: ["Verification log pack retest (>=6 logs)"]
StressRise: ["Stability + family buffer check (Z1) then timed retest"]
PromotionStopLoss:
- "If VerificationDrop persists 4 weeks → OracleReview mandatory + downgrade scope."
Y17_Age17:
Focus: ["long-form reasoning", "research method", "verification-first AI", "domain transfer"]
DetectSignals:
FoundationBreak: ["paper has no method", "cannot bound conclusions", "math reasoning leaps"]
StabilityDrop: ["deadline misses", "quality collapse under time"]
TransferFail: ["cannot apply method to new lane"]
VerificationDrop: ["AI shortcut; no tests; no rewrite"]
StressRise: ["burnout patterns; avoidance; conflict spike"]
RepairLoop:
Truncation:
- "cut project scope to 1 deliverable"
- "freeze tool changes; no new prompts/tools"
CoreRebuildTopics:
FoundationBreak:
- "Research spine: question→method→evidence→limitations"
- "Bounded claims template: claim 범위 + assumptions + tests"
StabilityDrop:
- "2-week sprint SOP: daily small ship + weekly review"
TransferFail:
- "transfer corridor: 1 concept, 3 contexts, same invariant"
VerificationDrop:
- "AI log protocol: assumptions + 3 tests + rewrite (mandatory)"
- "independent cross-check weekly"
StressRise:
- "restore buffers; reduce load; re-enter with micro-sprints"
Stitching:
- "Week1: method rebuild + verification gates"
- "Week2: small deliverable shipped"
- "Week3–4: re-expand scope; add transfer tasks"
Retest:
FoundationBreak: ["Mini paper method section + limitation list"]
StabilityDrop: ["Deadline sprint retest (2 weeks)"]
TransferFail: ["Apply method to new domain retest"]
VerificationDrop: ["AI log pack retest (>=6 logs)"]
StressRise: ["Stability sprint + logs maintained"]
Y18_Age18:
Focus: ["integration", "governance sims", "energy literacy", "independent verification"]
DetectSignals:
FoundationBreak: ["sim outputs not interpretable", "no metrics", "cannot explain incentive loops"]
StabilityDrop: ["logs collapse during stress week"]
TransferFail: ["coupling tasks fail"]
VerificationDrop: ["no cross-checks", "no sensitivity"]
StressRise: ["tool dependence; panic when AI removed"]
RepairLoop:
Truncation:
- "remove coupling; return to single-lane sim baseline"
CoreRebuildTopics:
FoundationBreak:
- "metric definition: input→process→output→metric"
- "interpretation write-ups"
StabilityDrop:
- "stress week SOP: daily logs + fixed timed blocks"
TransferFail:
- "coupling ladder: laneA baseline → laneB baseline → coupling"
VerificationDrop:
- "sensitivity minimum: 2 parameters + edge case"
- "independent cross-check x4/term"
StressRise:
- "AI fasting drills: 1 day/week no-AI, still ship"
Stitching:
- "Week1: rebuild baseline sim"
- "Week2: add metrics + tests"
- "Week3: add coupling"
- "Week4: stress simulation rerun"
Retest:
FoundationBreak: ["Sim baseline + outcome explanation"]
StabilityDrop: ["Stress week retest (logs preserved)"]
TransferFail: ["Energy+gov coupling retest"]
VerificationDrop: ["Sensitivity + independent cross-check retest"]
StressRise: ["No-AI ship drill retest"]
Y19_Age19:
Focus: ["major depth outputs", "coordination interfaces", "replication habit"]
DetectSignals:
FoundationBreak: ["peer cannot reproduce SOP", "method undocumented"]
StabilityDrop: ["missed deliverables", "team friction collapse"]
TransferFail: ["no mapping beyond major"]
VerificationDrop: ["no replication attempt", "audit missing"]
StressRise: ["coordination conflict; burnout"]
RepairLoop:
Truncation:
- "freeze new features; restore interface clarity"
CoreRebuildTopics:
FoundationBreak:
- "SOP rewrite: inputs/steps/outputs/tests"
StabilityDrop:
- "role interface contract: who owns what, by when"
TransferFail:
- "adjacent-lane mapping: 1 invariant + 1 solved example"
VerificationDrop:
- "replication: rerun from scratch + compare"
- "audit checklist: assumptions + tests + limits"
StressRise:
- "reduce meetings; increase written interfaces; restore buffers"
Stitching:
- "Week1: SOP + tests"
- "Week2: replication pass"
- "Week3: rejoin team delivery"
Retest:
FoundationBreak: ["Teach-back: peer reproduce"]
StabilityDrop: ["Team deliverable retest"]
TransferFail: ["Mapping retest + example"]
VerificationDrop: ["Replication retest + audit report"]
StressRise: ["Coordination sprint retest"]
Y20_Age20:
Focus: ["capstones", "stress-tested fixes", "bounded conclusions"]
DetectSignals:
FoundationBreak: ["capstone can't run", "constraints not explicit"]
StabilityDrop: ["deadline sprint fails", "stress week breaks verification"]
TransferFail: ["shock scenarios fail", "fix doesn't generalise"]
VerificationDrop: ["edge cases absent", "assumptions unclear"]
StressRise: ["panic under crisis drills"]
RepairLoop:
Truncation:
- "strip to baseline model that runs"
CoreRebuildTopics:
FoundationBreak:
- "baseline run + minimal constraints"
StabilityDrop:
- "sprint cadence + check gates"
TransferFail:
- "scenario ladder: baseline→mild shock→hard shock"
VerificationDrop:
- "edge-case pack >=3"
- "assumptions + 3 tests + bounded conclusion"
StressRise:
- "crisis-lite drills; restore buffers"
Stitching:
- "Week1: baseline restores"
- "Week2: scenario ladder"
- "Week3: fix + re-run"
- "Week4: stress tests"
Retest:
FoundationBreak: ["baseline run retest"]
StabilityDrop: ["deadline sprint retest"]
TransferFail: ["3 shocks retest"]
VerificationDrop: ["edge-case + bounded conclusion retest"]
StressRise: ["crisis-lite retest"]
Y21_Age21:
Focus: ["full crisis stabilisation", "long-horizon planning", "Ğ vs Ḋ quantification"]
DetectSignals:
FoundationBreak: ["cannot quantify rates", "stop-loss missing"]
StabilityDrop: ["crisis sim fails", "programme delivery collapses"]
TransferFail: ["plan fails under alternative scenario"]
VerificationDrop: ["no alternate model compare", "no audit under stress"]
StressRise: ["team overload; conflict escalation"]
RepairLoop:
Truncation:
- "reduce scenario set; restore one stable scenario"
CoreRebuildTopics:
FoundationBreak:
- "rate worksheet: define damage rate vs repair rate; compute"
- "stop-loss trigger rule writing"
StabilityDrop:
- "crisis loop practice: detect→truncate→stitch"
TransferFail:
- "scenario switching: change 1 parameter, re-run"
VerificationDrop:
- "alternate model compare >=2/term"
- "audit under stress protocol"
StressRise:
- "coordination throttling; interface simplification"
Stitching:
- "Week1: compute Ğ/Ḋ + stop-loss rules"
- "Week2: crisis sim pass"
- "Week3: scenario variants"
Retest:
FoundationBreak: ["Ğ vs Ḋ retest (2 scenarios)"]
StabilityDrop: ["crisis sim retest"]
TransferFail: ["scenario variant retest"]
VerificationDrop: ["alternate model compare retest"]
StressRise: ["programme delivery retest"]
Y22_Age22:
Focus: ["integration proof", "AVOO drills", "pilot+rollback discipline"]
DetectSignals:
FoundationBreak: ["integration incoherent", "ethics trade-offs missing"]
StabilityDrop: ["final crisis stabilisation fails"]
TransferFail: ["coupling sensitivity weak"]
VerificationDrop: ["no bounded conclusion", "no alternate model compare"]
StressRise: ["role shear; cannot hold Operator/Oracle discipline"]
RepairLoop:
Truncation:
- "freeze features; return to baseline integrated model"
CoreRebuildTopics:
FoundationBreak:
- "integration map: inputs/outputs across lanes + constraints"
- "ethics audit: trade-offs + boundaries"
StabilityDrop:
- "crisis stabilisation drills"
TransferFail:
- "sensitivity ladder: 3 parameters"
VerificationDrop:
- "bounded conclusion template"
- "alternate model compare >=2/term"
StressRise:
- "role drill resets: Operator SOP → Oracle audit → Visionary propose → Architect pilot"
Stitching:
- "Week1: baseline integration + audits"
- "Week2: stress tests"
- "Week3: role drills"
Retest:
FoundationBreak: ["baseline integration retest + ethics audit"]
StabilityDrop: ["final crisis retest"]
TransferFail: ["3-parameter sensitivity retest"]
VerificationDrop: ["final verification pack retest"]
StressRise: ["AVOO drill retest"]
EndStageGate: "End_A6"
# =========================================================
# Career Lattice Gating Examinations (WHEN THEY START)
# Goal: introduce career lanes early without locking children into one lane.
# Use "gates" as eligibility checks for deeper courses + apprenticeships.
# =========================================================
CareerLattice_GatingExams:
Meta:
ID: eduKateSG.IC.CareerLattice.GatingExams.v1.0
Version: v1.0
Principle:
- "Career gating starts once Verification habit exists (Oracle-seed)."
- "No gating before baseline literacy/numeracy stability."
- "Career lanes are explored as corridors, not identity."
StartRule:
EarliestStartYear: Y10_Age10
Why: "By Y10, learners can log verification and handle basic debugging + algebra."
SoftStartYears: [Y10, Y11, Y12]
HardGatingYears: [Y13, Y14, Y15, Y16]
CertificationYears: [Y17, Y18]
ProfessionalReadinessYears: [Y19, Y20, Y21, Y22]
GateTypes:
Gate0_FoundationEligibility:
When: "Y10–Y12 (soft gates)"
Purpose: "eligibility to enter Career Lab electives"
Exam:
Examinables:
- "D: explain method"
- "S: timed stability"
- "T: solve new-context task"
- "V: 1 verification log/week"
PassCriteria: "Average rubric >=2.5 AND Verification(V) >=2"
Gate1_LaneEntry:
When: "Y13–Y16 (hard gates)"
Purpose: "eligibility to enter lane-specific courses/apprenticeships"
Exam:
Components:
- "Lane Test (domain basics)"
- "Transfer Test (apply to new scenario)"
- "Verification Test (edge case + assumption list)"
PassCriteria:
- "Lane >=70%"
- "Transfer >=70%"
- "Verification: assumptions>=2 + tests>=3 + edge case>=1"
Gate2_LaneCertification:
When: "Y17–Y18"
Purpose: "eligibility for deep specialization + high-stakes projects"
Exam:
Components:
- "Capstone-lite project"
- "Audit report"
- "Independent cross-check"
PassCriteria:
- "Project ships"
- "Audit has bounded conclusions"
- "Cross-check performed (not AI)"
Gate3_ProfessionalReadiness:
When: "Y19–Y22"
Purpose: "eligibility for civilisation-grade coordination roles"
Exam:
Components:
- "Ship verified artifact under constraint"
- "Crisis stabilisation drill"
- "Coordination interface contract"
- "Alternate model compare"
PassCriteria:
- "Ships + verified"
- "Stabilises crisis"
- "Interfaces clear"
- "Bounded conclusion + replication plan"
CareerLaneMenu:
# This is the Career Lattice "course families" (lanes), not MOE mapping.
Lanes:
- Lane.EngineeringEnergy
- Lane.SoftwareSystemsAI
- Lane.BiomedHealth
- Lane.GovernancePolicy
- Lane.FinanceRisk
- Lane.ScienceResearch
- Lane.DesignMedia
- Lane.OperationsLogistics
- Lane.EducationTeaching
Rule:
- "Learners must attempt >=3 lanes in soft gating years before narrowing."
# =========================================================
# School Types Needed (Ecosystem)
# These are institutional forms required to deliver the curriculum and career lattice.
# =========================================================
SchoolTypes:
Meta:
ID: eduKateSG.IC.SchoolTypes.CareerPipeline.v1.0
Version: v1.0
Note: "These are functional school-types; can be physical, hybrid, or networked."
Types:
School.EarlyYearsBufferLab:
Ages: "1–6"
Purpose: "Z1 buffers + language + pre-math + regulation"
CoreStaff: ["Operator educators", "Parent-coach (Z1)"]
GateOutputs: ["End_A1", "End_A2"]
School.CoreLiteracyNumeracyAcademy:
Ages: "7–12"
Purpose: "structure + transfer + verification habit"
CoreStaff: ["Operators", "Oracle-seed coaches"]
GateOutputs: ["End_A3 + Gate0 eligibility"]
School.AbstractionAndProofStudio:
Ages: "13–16"
Purpose: "algebra/physics/coding + stress stability + verification discipline"
CoreStaff: ["Operators", "Oracles", "Visionary module designers"]
GateOutputs: ["End_A4 + Gate1 lane entry"]
School.CareerLatticeLabs (multi-lane):
Ages: "10–18 (overlay school)"
Purpose: "rotations across career lanes; apprenticeship-lite"
Lanes: ["Engineering/Energy", "Software/AI", "Biomed", "Governance", "Finance", "Research", "Design", "Ops", "Education"]
GateOutputs: ["Gate0, Gate1, Gate2"]
School.ResearchAndCapstoneInstitute:
Ages: "17–22"
Purpose: "research method + verified outputs + capstones"
CoreStaff: ["Oracles (audit)", "Visionaries (integration)", "Architects (pilot design)"]
GateOutputs: ["Gate2 + Gate3"]
School.CrisisAndCoordinationCollege:
Ages: "19–22"
Purpose: "crisis sim, coordination at scale, interfaces, Ğ vs Ḋ quantification"
CoreStaff: ["Oracles", "Architects", "Ops coordinators"]
GateOutputs: ["Gate3 + End_A6"]
School.AVOO_TrainingAndCertificationBoard:
Ages: "16+ (staff/advanced learners)"
Purpose: "role drills, gating, certification, rollback discipline"
Outputs: ["Operator cert", "Oracle cert", "Visionary cert", "Architect cert (piloted)"]
MinimalNetworkInstall:
# Smallest set that can run the whole pipeline as a federation.
Required:
- School.EarlyYearsBufferLab
- School.CoreLiteracyNumeracyAcademy
- School.AbstractionAndProofStudio
- School.CareerLatticeLabs
- School.ResearchAndCapstoneInstitute
- School.AVOO_TrainingAndCertificationBoard
OptionalButPowerful:
- School.CrisisAndCoordinationCollege
PlacementRule:
- "CareerLatticeLabs can be a weekly overlay program starting Y10."
- "Hard lane entry only after Gate1 (Y13–Y16)."
- "Deep specialization only after Gate2 (Y17–Y18)."

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