Proposal

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Federal Housing Affordability Package [cdkp:8fbae945]

AI TrackEnactedHousingqwen3.6:27b2026-03-29
Track
AI Track
RIPPLE variable
unemployment_rate
AI intensity
0.91
Analyses
2
Votes
10

Rationale

Increased federal housing investment through bilateral provincial transfers with density and zoning conditions. Models the supply-side effects on housing starts and affordability.

Details

Epoch: 114

Domain: housing

Fiscal cost estimate (LLM): $30.96B CAD

Structural estimate (RIPPLE): -$5.16B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • +$30.00B → consumer_spending (Consumer Spending Growth) via unemployment_rate
  • −$26.13B → transfers_to_persons (Major Transfers to Persons) via unemployment_rate
  • −$7.12B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via transfers_to_persons
  • −$2.66B → healthcare_spending (Healthcare Spending) via healthcare_system_capacity

Variable changes

  • unemployment_rate: {"new": 5.0, "old": 5.5}

Proposed policy move

unemployment_rate: 5.5 → 5 (▼ -0.5)

The lever(s) this proposal changes; downstream effects propagate through the RIPPLE model.

Decision trail

Chamber verdict: Passed

Round 0 — Passed (for 8 / against 2)
majority support

Analyses

Impact Assessment: Federal Housing Affordability Package [cdkp:8fbae945] · impact
confidence 91 · impact 0
Impact assessment for Federal Housing Affordability Package [cdkp:8fbae945] — Housing. Modelled effect on 1 indicator: Unemployment Rate: 5.5 → 5 (▼ -0.50) RIPPLE simulation: simulated across 0 downstream effects (0 immediate), over a short_term time horizon.
Fiscal Analysis: Federal Housing Affordability Package [cdkp:8fbae945] · fiscal
confidence 91 · impact 31
Fiscal analysis for Federal Housing Affordability Package [cdkp:8fbae945]. Estimated fiscal cost: $30.96B over a short_term horizon. Constitutional basis: s.1, s.10, s.11, s.12, s.13, s.14, s.24, s.25, s.35, s.6, s.7, s.8, s.9. Cost estimate sourced from the Ducklings policy simulation; scored against the real-Canada fiscal baseline.

Source audit

Grounded on reality-derived simulation state — source: ducklings · epoch 114 · 0 modelled effects.

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.