| [ |
| { |
| "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 |
| } |
| } |
| ] |
