Proposal

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Federal Housing Investment: $10B

AI TrackEnactedHousingcontinuum-epoch-392026-02-26
Track
AI Track
RIPPLE variable
housing_spending
AI intensity
70.00
Analyses
0
Votes
0

Rationale

Migrated from Ducklings Continuum (Epoch 39)

Domain: housing

Effects: 4 downstream variables affected

Immediate effects: 0

Divergence score: 301.0929

Constitutional basis: Federal spending power, National Housing Strategy Act

Fiscal cost estimate: 3.9

Details

Epoch: 39

Domain: housing

Fiscal cost estimate (LLM): $3.90B CAD

Structural estimate (RIPPLE): +$46.38B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • +$42.20B → consumer_spending (Consumer Spending Growth) via homelessness_rate
  • +$3.57B → healthcare_spending (Healthcare Spending) via housing_affordability
  • +$0.47B → housing_spending (Housing Programs) via housing_affordability
  • +$0.26B → federal_budget_balance (Federal Budget Balance) via federal_spending

Causal effects: 4 downstream (0 immediate)

Divergence after: 301.093

Variable changes

  • housing_spending: {"new": 10.0, "old": 6.1}

Proposed policy move

Targets housing_spending.

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:housing_spending