Proposal
🤖
Rental Housing Supply: Purpose-Built + Vacancy
AI TrackEnactedHousingcontinuum-epoch-712026-02-27
Track
AI Track
RIPPLE variable
housing_supply_gap
AI intensity
70.00
Analyses
0
Votes
0
Rationale
Migrated from Ducklings Continuum (Epoch 71)
Domain: housing
Effects: 6 downstream variables affected
Immediate effects: 3
Divergence score: 109.6645
Constitutional basis: Federal NHS, CMHC mandate, provincial housing regulations
Fiscal cost estimate: 3
Details
Epoch: 71
Domain: housing
Fiscal cost estimate (LLM): $3.00B CAD
Structural estimate (RIPPLE): +$1.52B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees)
Top RIPPLE cost paths
- +$1.16B →
consumer_spending(Consumer Spending Growth) viahousing_affordability - +$0.33B →
healthcare_spending(Healthcare Spending) viahousing_affordability - +$0.04B →
housing_spending(Housing Programs) viahousing_affordability - −$0.02B →
immigration_spending(Immigration & Citizenship) viahousing_affordability
Causal effects: 6 downstream (3 immediate)
Divergence after: 109.665
Variable changes
housing_supply_gap: {"new": 1800000.0, "old": 2113849.36}housing_demand_index: {"new": 145.0, "old": 159.01}purpose_built_rental_starts: {"new": 55000.0, "old": 47370.5}
Proposed policy move
Targets housing_supply_gap.
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_supply_gap
- RIPPLE:housing_demand_index
- RIPPLE:purpose_built_rental_starts