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GIFTED PROGRAMMES (AVOO-Integrated)

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

+ Collapse Corridor Escape Routes

+ Release Valve + Recovery Programmes

# =========================================================
# GIFTED PROGRAMMES (AVOO-Integrated)
# + Collapse Corridor Escape Routes
# + Release Valve + Recovery Programmes
#
# IDs:
# 1) eduKateSG.IC.Gifted.AVOO.v1.0
# 2) eduKateSG.IC.CollapseEscape.ReleaseValve.v1.0
# 3) eduKateSG.IC.RecoveryProgrammes.CorridorRepair.v1.0
#
# Principle:
# Gifted ≠ faster syllabus.
# Gifted = higher symmetry bandwidth + earlier corridor compression.
#
# Poor performance ≠ identity failure.
# Collapse prevention = earlier truncation + structured repair + re-entry.
# =========================================================
# =========================================================
# 1) GIFTED PROGRAMMES (GENIUS-LEVEL P3 ACCELERATION)
# =========================================================
Gifted_AVOO_Programmes:
Meta:
ID: eduKateSG.IC.Gifted.AVOO.v1.0
Version: v1.0
CoreLaw:
- "Acceleration allowed only if Verification remains stable."
- "No gifted path bypasses Oracle gate."
- "Truncation = compress redundancy, not skip fundamentals."
EntryGate:
Eligibility:
- "P3Affinity >= 0.85 (sustained 2 terms)"
- "VerificationCompliance >= 0.85"
- "StressResilienceIndex stable"
- "No chronic drift signals"
Evaluation:
- "Independent audit by Oracle"
- "Edge-case challenge test"
- "Transfer challenge under variation"
FailSafe:
- "If Verification drops, revert to standard corridor immediately."
Streams:
# -----------------------------------------------------
# GIFTED OPERATOR STREAM (Execution Mastery)
# -----------------------------------------------------
Operator_Gifted:
Purpose:
- "Extreme stability under constraint"
- "Speed + accuracy without collapse"
Truncation:
- "Reduce repetition drills"
- "Increase constraint density"
Intensifiers:
- "Time compression drills"
- "Noise distraction tasks"
- "Multi-task coordination"
GeniusMarker:
- "Ships accurate output at 2x speed without verification loss"
CollapseRisk:
- "Overconfidence → verification decay"
Guardrail:
- "Mandatory alternate solution compare weekly"
# -----------------------------------------------------
# GIFTED ORACLE STREAM (Truth Compression)
# -----------------------------------------------------
Oracle_Gifted:
Purpose:
- "Deep abstraction"
- "Failure atlas construction"
- "Model boundary detection"
Truncation:
- "Skip surface exercises"
- "Jump to edge-case and boundary cases"
Intensifiers:
- "Reverse-proof challenges"
- "Find hidden assumptions"
- "Break model deliberately"
GeniusMarker:
- "Detects drift before symptoms"
- "Writes bounded conclusions naturally"
CollapseRisk:
- "Paralysis via perfectionism"
Guardrail:
- "Ship minimum viable output before audit"
# -----------------------------------------------------
# GIFTED VISIONARY STREAM (High Transfer)
# -----------------------------------------------------
Visionary_Gifted:
Purpose:
- "Multi-domain synthesis"
- "Corridor expansion"
Truncation:
- "Compress domain silos"
- "Early cross-lane coupling"
Intensifiers:
- "Build 3-lane integration model"
- "Shock scenario mapping"
GeniusMarker:
- "Produces validated improvement across domains"
CollapseRisk:
- "Novelty addiction"
Guardrail:
- "Oracle approval before implementation"
# -----------------------------------------------------
# ARCHITECT-SEED LAB (Controlled Symmetry Breaking)
# -----------------------------------------------------
ArchitectSeed_Lab:
Entry:
- "Gold or Platinum P3"
- "Oracle endorsement"
Activities:
- "Pilot + rollback design"
- "Corridor compression experiments"
Rule:
- "All experiments must include rollback triggers"
GeniusMarker:
- "Creates new corridor without destabilising system"
AnnualGeniusTrial:
- "High-variation challenge week"
- "Stress + ambiguity"
- "Audit board review"
Pass:
- "No collapse"
- "Verification preserved"
- "Bounded conclusions"
# =========================================================
# 2) COLLAPSE CORRIDOR ESCAPE ROUTES (RELEASE VALVES)
# =========================================================
CollapseEscape_ReleaseValve:
Meta:
ID: eduKateSG.IC.CollapseEscape.ReleaseValve.v1.0
Version: v1.0
CoreLaw:
- "Collapse happens when DamageRate > RepairRate."
- "Release valve reduces load before identity collapse."
EarlyWarningSignals:
- "Sleep debt > 2 days"
- "Verification logs missing"
- "Avoidance behaviour"
- "Emotional shutdown"
- "Sudden drop in StabilityIndex"
ReleaseValveProtocol:
Step1_Truncate:
- "Reduce workload by 30–50%"
- "Freeze new topics"
- "Cancel competition stress"
Step2_BufferRestore:
- "Restore sleep"
- "Short wins (10–20 min tasks)"
- "Rebuild routine"
Step3_CoreRepair:
- "Identify 1 error cluster"
- "Rebuild core concept only"
Step4_Stitch:
- "Gradual load reintroduction over 2–4 weeks"
ExitCriteria:
- "StabilityIndex restored"
- "VerificationCompliance >= 0.70"
IdentityProtectionRule:
- "No labeling as 'weak'."
- "Drift described as corridor misalignment."
- "Focus on repair, not blame."
# =========================================================
# 3) RECOVERY PROGRAMMES (CORRIDOR REPAIR)
# =========================================================
RecoveryProgrammes_CorridorRepair:
Meta:
ID: eduKateSG.IC.RecoveryProgrammes.CorridorRepair.v1.0
Version: v1.0
Target:
- "Learners in P1 or P0 drift."
- "Gifted collapse from over-acceleration."
- "Burnout cases."
RecoveryLevels:
Level1_MicroRepair (2–4 weeks):
UseWhen:
- "Single pillar drop"
Focus:
- "One concept rebuild"
- "Timed micro-drills"
Pass:
- "Retest pass"
- "Verification restored"
Level2_BufferReset (4–8 weeks):
UseWhen:
- "Stress + Stability collapse"
Focus:
- "Routine rebuild"
- "Reduced load"
- "Positive feedback loops"
Pass:
- "StabilityIndex >= threshold"
- "2 stress-lite passes"
Level3_CorridorRebuild (8–12 weeks):
UseWhen:
- "Repeated failure"
- "Identity collapse signals"
Focus:
- "Reconstruct foundation from basics"
- "Psychological safety"
- "Small artifact shipping"
Pass:
- "Ship 3 micro-artifacts"
- "Verification habit consistent"
Level4_GeniusRecalibration:
UseWhen:
- "Gifted burnout"
- "Verification decay"
Focus:
- "Slow corridor expansion"
- "Restore humility via audit"
Pass:
- "Oracle re-certification"
ReintegrationRule:
- "After recovery, re-enter at 80% load."
- "Monitor 4 weeks before full load."
- "No immediate competition stress."
LongTermOutcome:
- "Learner understands truncation."
- "Learner can self-detect drift."
- "Learner uses repair loops independently."

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