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{
"id": "credential_blind_talent_loss",
"display_name": "Credential-Blind Talent Loss",
"description": "High cost/credential pressure hides non-traditional talent.",
"variables": {
"P_cost": 0.85,
"P_credential": 0.9,
"P_access": 0.75,
"P_time": 0.7,
"EOW_t": 0.25,
"PublicProvenance_t": 0.2,
"TC_t": 0.3,
"ID_t": 0.35
}
},
{
"id": "ai_crutch_formation_debt",
"display_name": "AI-Crutch Formation Debt",
"description": "AI used as crutch creates passed-but-unformed states.",
"variables": {
"P_AI": 0.8,
"P_AI_crutch": 0.85,
"VerificationTraining_t": 0.25,
"ScaffoldDiscipline_t": 0.3,
"HumanMentorship_t": 0.35,
"RF_t": 0.4,
"FormationPreservingAI_t": 0.35
}
},
{
"id": "teacher_pressure_chamber",
"display_name": "Teacher Pressure Chamber",
"description": "High teacher overload turns classroom into compression field.",
"variables": {
"TIP_t": 0.85,
"CCL_t": 0.8,
"PEM_t": 0.75,
"P_attention": 0.75,
"P_AI": 0.65,
"P_institution": 0.75,
"TeacherTime_t": 0.25,
"ParentLiteracy_t": 0.3,
"IE_t": 0.35
}
},
{
"id": "parent_projection_college_survival",
"display_name": "Parent Projection / College-as-Survival",
"description": "Parent fear drives premature college pressure.",
"variables": {
"PEI_t": 0.85,
"P_college_only": 0.9,
"PCE_t": 0.8,
"CFD_t": 0.75,
"EducationHistoryVisibility_t": 0.3,
"FutureFitDialogue_t": 0.35,
"ChoicePlurality_t": 0.25,
"CG_t": 0.4,
"PR_t": 0.45,
"FCA_t": 0.35
}
},
{
"id": "latent_genius_burial",
"display_name": "Latent Genius Burial",
"description": "High-potential cognition is misread as failure.",
"variables": {
"LG_t": 0.8,
"P_labeling": 0.85,
"P_credential": 0.75,
"CTF_t": 0.7,
"IF_t": 0.65,
"CL_t": 0.3,
"DE_t": 0.35,
"DR_t": 0.3,
"EOW_t": 0.4,
"MentorBridge_t": 0.35,
"TL_t": 0.3
}
},
{
"id": "hollow_metadata_context_collapse",
"display_name": "Hollow Metadata / Context Collapse",
"description": "Metadata remains while meaning collapses.",
"variables": {
"HD_t": 0.85,
"CC_t": 0.85,
"MH_t": 0.8,
"P_context_collapse": 0.85,
"AL_t": 0.75,
"CDens_t": 0.25,
"PI_t": 0.25,
"BA_t": 0.25,
"RMC_t": 0.2,
"Auditability_t": 0.25
}
},
{
"id": "density_bound_reconstruction",
"display_name": "Density-Bound Reconstruction",
"description": "Context can be reconstructed from surviving density with bounded uncertainty.",
"variables": {
"SDS_t": 0.85,
"RS_t": 0.8,
"PA_t": 0.8,
"BSig_t": 0.85,
"RMC_t": 0.8,
"Corr_t": 0.2,
"AL_t": 0.25,
"CDens_t": 0.8,
"BA_t": 0.8,
"BR_t": 0.75
}
},
{
"id": "context_lossless_transfer",
"display_name": "Context-Lossless Transfer",
"description": "Transfer preserves both bits and meaning-structure.",
"variables": {
"BI_t": 0.95,
"CDens_t": 0.85,
"PI_t": 0.85,
"BA_t": 0.8,
"RMC_t": 0.75,
"RJC_t": 0.8,
"CLoss_t": 0.1,
"CC_t": 0.1,
"Corr_t": 0.1,
"AL_t": 0.15
}
},
{
"id": "ai_context_collapse_compute_waste",
"display_name": "AI Context Collapse / Compute Waste",
"description": "Compute and guardrail burden rise because context was stripped upstream.",
"variables": {
"P_context_collapse": 0.9,
"GuardrailCompensation_t": 0.85,
"ComputeOverhead_t": 0.8,
"TrustErosion_t": 0.8,
"Scale_t": 0.85,
"Ambiguity_t": 0.8,
"ComputeIntensity_t": 0.75,
"PI_t": 0.25,
"PurposeBoundUse_t": 0.2,
"HumanMeaningAnchor_t": 0.2,
"Auditability_t": 0.25,
"ComputeStewardship_t": 0.25
}
},
{
"id": "diamond_framework_reconstruction",
"display_name": "6.10 KB Diamond / Framework Reconstruction",
"description": "Compact framework seed re-expands into recognizable HIR/OAM structure.",
"variables": {
"CDens_t": 0.95,
"RS_t": 0.9,
"BA_t": 0.9,
"BSig_t": 0.95,
"RMC_t": 0.85,
"BR_t": 0.9,
"RJC_t": 0.9,
"CC_t": 0.1,
"AL_t": 0.15,
"Drift_t": 0.1,
"SB_t": 0.9,
"RepCap_t": 0.85
}
}
] |