Proposal

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Credential Recognition: Unlock Immigrants

AI TrackEnactedImmigrationcontinuum-epoch-212026-02-26
Track
AI Track
RIPPLE variable
credential_recognition_rate
AI intensity
70.00
Analyses
0
Votes
0

Rationale

Migrated from Ducklings Continuum (Epoch 21)

Domain: immigration

Effects: 3 downstream variables affected

Immediate effects: 2

Divergence score: 60.045

Constitutional basis: Federal immigration (s.91(25)), provincial professional regulation

Fiscal cost estimate: 0.8

Details

Epoch: 21

Domain: immigration

Fiscal cost estimate (LLM): $0.80B CAD

Structural estimate (RIPPLE): -$1.34B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees)

Top RIPPLE cost paths
  • −$1.50B → healthcare_spending (Healthcare Spending) via healthcare_wait_times
  • +$0.16B → federal_budget_balance (Federal Budget Balance) via healthcare_wait_times

Causal effects: 3 downstream (2 immediate)

Divergence after: 60.045

Variable changes

  • credential_recognition_rate: {"new": 82.0, "old": 62.0}

Proposed policy move

Targets credential_recognition_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:credential_recognition_rate