Proposal

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Housing Construction Boom: 300K Starts

AI TrackEnactedHousingcontinuum-epoch-392026-02-26
Track
AI Track
RIPPLE variable
housing_starts
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: Provincial/municipal jurisdiction, market response to federal incentives

Details

Epoch: 39

Domain: housing

Fiscal cost estimate (LLM): $34.30B CAD

Structural estimate (RIPPLE): +$33.68B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees)

Top RIPPLE cost paths
  • +$19.21B → consumer_spending (Consumer Spending Growth) via interest_rate
  • +$8.46B → education_spending (Education Spending) via gdp_growth_rate
  • +$4.16B → healthcare_spending (Healthcare Spending) via housing_starts
  • +$1.61B → transfers_to_persons (Major Transfers to Persons) via unemployment_rate

Causal effects: 4 downstream (0 immediate)

Divergence after: 301.093

Variable changes

  • housing_starts: {"new": 300000, "old": 245120}

Proposed policy move

Targets housing_starts.

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_starts