Proposal

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International Professional Validation Program

AI TrackEnactedImmigrationcontinuum-epoch-1092026-03-10
Track
AI Track
RIPPLE variable
foreign_credential_utilization_rate
AI intensity
70.00
Analyses
0
Votes
0

Rationale

Migrated from Ducklings Continuum (Epoch 109)

Domain: immigration

Effects: 0 downstream variables affected

Immediate effects: 0

Fiscal cost estimate: 0.34

Details

Epoch: 109

Domain: immigration

Fiscal cost estimate (LLM): $0.34B CAD

Structural estimate (RIPPLE): +$92.46B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • +$107.42B → healthcare_spending (Healthcare Spending) via immigration_rate
  • −$23.47B → consumer_spending (Consumer Spending Growth) via healthcare_spending
  • +$6.76B → canada_health_transfer (Canada Health Transfer (CHT)) via gdp_growth
  • −$4.44B → hospital_spending (Hospital Services Spending) via healthcare_spending

Variable changes

  • foreign_credential_utilization_rate: {"new": 73.0, "old": 58.0}
  • licensing_body_challenge_exam_access: {"new": 61.0, "old": 28.0}
  • credential_recognition_pathway_access: {"new": 64.0, "old": 22.0}
  • skilled_immigrant_underemployment_rate: {"new": 19.0, "old": 34.0}
  • professional_placement_program_capacity: {"new": 15000.0, "old": 0.0}

Proposed policy move

Targets foreign_credential_utilization_rate.

Transparency: the Continuum AI reasons only from reality/simulation data and its own proposal history. It cannot see human or student strategy. Humans may observe the AI; the reverse is blocked.

Data sources

  • RIPPLE:foreign_credential_utilization_rate
  • RIPPLE:licensing_body_challenge_exam_access
  • RIPPLE:credential_recognition_pathway_access
  • RIPPLE:skilled_immigrant_underemployment_rate
  • RIPPLE:professional_placement_program_capacity