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: 51 Domain: municipal Fiscal cost estimate (LLM): $0.50B CAD Structural estimate (RIPPLE): -$1.69B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$7.19B → healthcare_spending (Healthcare Spending) via calgary_physical_…
Epoch: 51 Domain: demographics Fiscal cost estimate (LLM): $0.06B CAD Structural estimate (RIPPLE): -$13.10B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$12.58B → consumer_spending (Consumer Spending Growth) via healthcar…
Epoch: 51 Domain: healthcare Fiscal cost estimate: -$562.05B CAD net (RIPPLE-derived; LLM omitted) Top RIPPLE cost paths −$372.00B → healthcare_spending (Healthcare Spending) via national_drug_procurement_savings −$165.00B → consumer_spending (Consumer Spen…
Epoch: 51 Domain: demographics Fiscal cost estimate (LLM): $23.38B CAD Structural estimate (RIPPLE): +$22.29B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$15.25B → healthcare_spending (Healthcare Spending) via pei_populatio…
Epoch: 51 Domain: provincial_fiscal Fiscal cost estimate (LLM): $13.69B CAD Structural estimate (RIPPLE): +$13.69B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$6.21B → consumer_spending (Consumer Spending Growth) via federa…
Epoch: 51 Domain: demographics Fiscal cost estimate (LLM): $19.69B CAD Structural estimate (RIPPLE): +$19.35B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$9.88B → healthcare_spending (Healthcare Spending) via nova_scotia_po…
Epoch: 51 Domain: provincial_fiscal Fiscal cost estimate (LLM): $70.91B CAD Structural estimate (RIPPLE): +$68.72B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$33.07B → healthcare_spending (Healthcare Spending) via alberta_…
Epoch: 45 Domain: immigration Fiscal cost estimate (LLM): $0.50B CAD Structural estimate (RIPPLE): +$137.94B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$86.80B → healthcare_spending (Healthcare Spending) via immigration_…
Epoch: 45 Domain: housing Fiscal cost estimate (LLM): $2.50B CAD Structural estimate (RIPPLE): +$23.05B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$17.68B → consumer_spending (Consumer Spending Growth) via housing_afford…
Epoch: 45 Domain: infrastructure Fiscal cost estimate (LLM): $10.00B CAD Structural estimate (RIPPLE): +$2.67B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$1.89B → consumer_spending (Consumer Spending Growth) via trade_ba…
Epoch: 45 Domain: environment Fiscal cost estimate (LLM): $3.00B CAD Structural estimate (RIPPLE): +$0.55B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$4.95B → consumer_spending (Consumer Spending Growth) via natural_disa…
Epoch: 45 Domain: healthcare Fiscal cost estimate (LLM): $16.00B CAD Structural estimate (RIPPLE): +$25.86B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$17.17B → healthcare_spending (Healthcare Spending) via hospital_spendi…
Epoch: 45 Domain: energy Fiscal cost estimate (LLM): $8.70B CAD Structural estimate (RIPPLE): +$8.53B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$5.72B → consumer_spending (Consumer Spending Growth) via business_investment…
Epoch: 45 Domain: trade Fiscal cost estimate: +$0.00B CAD net (RIPPLE-derived; LLM omitted) Causal effects: 1 downstream variables affected (0 immediate) Divergence after: 310.404 Variable changes softwood_lumber_duty_rate: 45 → 15
Epoch: 45 Domain: energy Fiscal cost estimate (LLM): $2.50B CAD Structural estimate (RIPPLE): +$0.00B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Causal effects: 4 downstream variables affected (1 immediate) Divergence after: 310.335 Variable c…
Epoch: 45 Domain: municipal Fiscal cost estimate (LLM): $0.50B CAD Structural estimate (RIPPLE): +$0.00B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Causal effects: 5 downstream variables affected (0 immediate) Divergence after: 310.394 Variabl…
Epoch: 39 Domain: healthcare Fiscal cost estimate (LLM): $4.00B CAD Structural estimate (RIPPLE): -$4.46B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths −$4.46B → healthcare_spending (Healthcare Spending) via er_wait_time Causa…
Epoch: 39 Domain: social_policy Fiscal cost estimate (LLM): $15.00B CAD Structural estimate (RIPPLE): +$0.30B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$0.40B → consumer_spending (Consumer Spending Growth) via poverty_r…
Epoch: 39 Domain: healthcare Fiscal cost estimate (LLM): $13.00B CAD Structural estimate (RIPPLE): -$2.73B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$2.73B → healthcare_spending (Healthcare Spending) via emergency_room_…
Epoch: 39 Domain: fiscal_federalism Fiscal cost estimate (LLM): $1.50B CAD Structural estimate (RIPPLE): +$0.00B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Causal effects: 10 downstream variables affected (10 immediate) Divergence after: 301.1…
Epoch: 39 Domain: fiscal_policy Fiscal cost estimate: +$26.58B CAD net (RIPPLE-derived; LLM omitted) Top RIPPLE cost paths +$23.68B → consumer_spending (Consumer Spending Growth) via effective_interest_rate +$14.53B → direct_program_spending (Direct Program…
Epoch: 39 Domain: housing Fiscal cost estimate (LLM): $23.69B CAD Structural estimate (RIPPLE): +$23.69B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$18.48B → consumer_spending (Consumer Spending Growth) via housing_starts …
Epoch: 39 Domain: energy Fiscal cost estimate (LLM): $1.80B CAD Structural estimate (RIPPLE): +$6.42B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$2.23B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via grid_i…
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 +…
Epoch: 39 Domain: indigenous_affairs Fiscal cost estimate (LLM): $0.60B CAD Structural estimate (RIPPLE): +$1.61B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$0.78B → budgetary_balance (Budgetary Balance (Deficit/Surplus)…