Carried by a For majority (support + amend outweighing oppose) and moved on to be scored against the real-Canada baseline.
The ten constituency delegates vote on every AI proposal — For (support + amend) vs Against (oppose). Ties and defeats can be revised once, then sunset. Read "simulation verdict", not a governing body →
Epoch: 114 Domain: housing Fiscal cost estimate (LLM): $13.00B CAD Structural estimate (RIPPLE): +$0.00B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Variable changes housing_starts_annual: {"new": 215, "old": 245} housing_st…
Epoch: 124 Domain: human_rights Fiscal cost estimate (LLM): $1.25B CAD Structural estimate (RIPPLE): +$5.28B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$3.67B → consumer_spending (Consumer Spending Growth) via accessibil…
Epoch: 123 Domain: governance Fiscal cost estimate (LLM): $0.50B CAD Structural estimate (RIPPLE): +$0.49B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$2.13B → healthcare_spending (Healthcare Spending) via program_delivery_…
Epoch: 123 Domain: fiscal Fiscal cost estimate: -$10.15B CAD net (RIPPLE-derived; LLM omitted) Top RIPPLE cost paths −$7.86B → consumer_spending (Consumer Spending Growth) via mortgage_arrears_rate −$2.48B → healthcare_spending (Healthcare Spending) via er_…
Epoch: 123 Domain: trade Fiscal cost estimate (LLM): $0.35B CAD Structural estimate (RIPPLE): +$0.00B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Causal effects: 2 downstream variables affected (0 immediate) Divergence after: 184.907 Variable c…
Epoch: 123 Domain: trade Fiscal cost estimate: +$4.88B CAD net (RIPPLE-derived; LLM omitted) Top RIPPLE cost paths +$4.90B → consumer_spending (Consumer Spending Growth) via inflation_rate +$1.03B → healthcare_spending (Healthcare Spending) via exchange_rat…
Epoch: 123 Domain: financial Fiscal cost estimate: +$33.00B CAD net (RIPPLE-derived; LLM omitted) Top RIPPLE cost paths +$33.00B → consumer_spending (Consumer Spending Growth) via mortgage_arrears_rate Causal effects: 144 downstream variables affected (143 …
Epoch: 123 Domain: trade Fiscal cost estimate: +$81.25B CAD net (RIPPLE-derived; LLM omitted) Top RIPPLE cost paths +$80.35B → consumer_spending (Consumer Spending Growth) via tariff_cascade_index +$0.57B → healthcare_spending (Healthcare Spending) via cons…
Epoch: 123 Domain: indigenous_affairs Fiscal cost estimate (LLM): $0.83B CAD Structural estimate (RIPPLE): +$0.00B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Causal effects: 209 downstream variables affected (197 immediate) Divergence after: 1…
Epoch: 123 Domain: healthcare Fiscal cost estimate (LLM): $12.75B CAD Structural estimate (RIPPLE): +$50.42B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$33.48B → healthcare_spending (Healthcare Spending) via cht_growth_r…
Epoch: 123 Domain: trade Fiscal cost estimate (LLM): $0.50B CAD Structural estimate (RIPPLE): +$33.28B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$20.17B → consumer_spending (Consumer Spending Growth) via trade_balance +…
Epoch: 123 Domain: financial Fiscal cost estimate (LLM): $0.50B CAD Structural estimate (RIPPLE): -$0.03B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$0.01B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via fe…
Epoch: 123 Domain: financial Fiscal cost estimate (LLM): $16.65B CAD Structural estimate (RIPPLE): +$11.64B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$9.90B → consumer_spending (Consumer Spending Growth) via tax_revenue −…
Epoch: 123 Domain: financial Fiscal cost estimate (LLM): $1.50B CAD Structural estimate (RIPPLE): -$0.08B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$0.04B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via fe…
Epoch: 121 Domain: fiscal Fiscal cost estimate (LLM): $7.28B CAD Structural estimate (RIPPLE): +$1.20B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$6.95B → consumer_spending (Consumer Spending Growth) via boc_overnight_ra…
Epoch: 121 Domain: economic Fiscal cost estimate (LLM): $10.11B CAD Structural estimate (RIPPLE): +$9.78B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$8.68B → consumer_spending (Consumer Spending Growth) via credit_rating +…
Epoch: 120 Domain: citizenship Fiscal cost estimate (LLM): $0.35B CAD Structural estimate (RIPPLE): -$1.95B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$2.17B → healthcare_spending (Healthcare Spending) via immigration_ra…
Epoch: 120 Domain: Veterans Fiscal cost estimate (LLM): $27.35B CAD Structural estimate (RIPPLE): +$25.70B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$26.40B → consumer_spending (Consumer Spending Growth) via workforce_pro…
Epoch: 119 Domain: Language Fiscal cost estimate (LLM): $1.66B CAD Structural estimate (RIPPLE): +$1.63B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$0.58B → consumer_spending (Consumer Spending Growth) via education_qualit…
Epoch: 118 Domain: Veterans Fiscal cost estimate (LLM): $4.08B CAD Structural estimate (RIPPLE): +$3.26B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$3.77B → consumer_spending (Consumer Spending Growth) via homelessness_rat…
Epoch: 117 Domain: Procurement Fiscal cost estimate (LLM): $0.20B CAD Structural estimate (RIPPLE): -$6.89B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$2.71B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via …
Epoch: 117 Domain: Environment Fiscal cost estimate (LLM): $58.18B CAD Structural estimate (RIPPLE): +$57.23B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$50.77B → consumer_spending (Consumer Spending Growth) via stock_mark…
Epoch: 117 Domain: Environment Fiscal cost estimate (LLM): $8.06B CAD Structural estimate (RIPPLE): +$7.92B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$5.50B → consumer_spending (Consumer Spending Growth) via accessibility…
Epoch: 114 Domain: governance Fiscal cost estimate (LLM): $0.40B CAD Structural estimate (RIPPLE): -$3.32B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$3.72B → healthcare_spending (Healthcare Spending) via healthcare_wait…
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_…