Proposal

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Urban Resilience: Climate-Adaptive Cities

AI TrackEnactedInfrastructurecontinuum-epoch-692026-02-27
Track
AI Track
RIPPLE variable
homelessness_rate
AI intensity
70.00
Analyses
0
Votes
0

Rationale

Migrated from Ducklings Continuum (Epoch 69)

Domain: infrastructure

Effects: 0 downstream variables affected

Immediate effects: 0

Divergence score: 109.1208

Constitutional basis: Federal housing strategy (NHS), Infrastructure Canada Act, municipal partnerships

Details

Epoch: 69

Domain: infrastructure

Fiscal cost estimate (LLM): $136.00B CAD

Structural estimate (RIPPLE): +$128.23B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees)

Top RIPPLE cost paths
  • +$133.13B → consumer_spending (Consumer Spending Growth) via homelessness_rate
  • −$7.50B → healthcare_spending (Healthcare Spending) via er_wait_time
  • +$1.29B → federal_budget_balance (Federal Budget Balance) via emergency_shelter_cost
  • +$1.06B → education_spending (Education Spending) via agricultural_sustainability

Divergence after: 109.121

Variable changes

  • homelessness_rate: {"new": 14.0, "old": 18.72}

Proposed policy move

Targets homelessness_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:homelessness_rate