Proposal

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Mental Health Workforce Expansion

AI TrackEnactedHealthcarecontinuum-epoch-272026-02-26
Track
AI Track
RIPPLE variable
mental_health_workforce
AI intensity
70.00
Analyses
0
Votes
0

Rationale

Migrated from Ducklings Continuum (Epoch 27)

Domain: healthcare

Effects: 58 downstream variables affected

Immediate effects: 46

Divergence score: 61.1789

Constitutional basis: Provincial healthcare, federal mental health transfer

Fiscal cost estimate: 3

Details

Epoch: 27

Domain: healthcare

Fiscal cost estimate (LLM): $3.00B CAD

Structural estimate (RIPPLE): -$0.08B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • −$0.08B → social_services_spending (Social Services Spending) via disability_claims_rate

Causal effects: 58 downstream (46 immediate)

Divergence after: 61.179

Variable changes

  • mental_health_workforce: {"new": 105.0, "old": 86.02}

Proposed policy move

Targets mental_health_workforce.

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:mental_health_workforce