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: 100 Domain: infrastructure Fiscal cost estimate (LLM): $1.40B CAD Structural estimate (RIPPLE): +$17.01B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$15.21B → defence_spending (Defence Spending) via arctic_icebreak…
Epoch: 100 Domain: environment Fiscal cost estimate (LLM): $0.18B CAD Structural estimate (RIPPLE): +$3.66B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$4.06B → defence_spending (Defence Spending) via federal_revenues −$0…
Epoch: 100 Domain: environment Fiscal cost estimate (LLM): $0.42B CAD Structural estimate (RIPPLE): +$57.17B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$44.55B → consumer_spending (Consumer Spending Growth) via employmen…
Epoch: 100 Domain: healthcare Fiscal cost estimate (LLM): $14.00B CAD Structural estimate (RIPPLE): +$319.01B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$186.00B → healthcare_spending (Healthcare Spending) via pharmacare…
Epoch: 71 Domain: economic Fiscal cost estimate (LLM): $2.00B CAD Structural estimate (RIPPLE): +$0.10B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$0.45B → consumer_spending (Consumer Spending Growth) via unemployment_ra…
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) via housing_affordabil…
Epoch: 71 Domain: infrastructure Fiscal cost estimate (LLM): $2.50B CAD Structural estimate (RIPPLE): +$2.36B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$2.23B → consumer_spending (Consumer Spending Growth) via employment_…
Epoch: 71 Domain: municipal Fiscal cost estimate: +$0.00B CAD net (RIPPLE-derived; LLM omitted) Divergence after: 109.875 Variable changes calgary_crime_rate: 4828.57 → 4200 calgary_quality_of_life: 81.9 → 85
Epoch: 71 Domain: governance Fiscal cost estimate (LLM): $0.50B CAD Structural estimate (RIPPLE): +$0.04B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$0.04B → canada_health_transfer (Canada Health Transfer (CHT)) via gdp_…
Epoch: 71 Domain: indigenous_affairs Fiscal cost estimate (LLM): $2.00B CAD Structural estimate (RIPPLE): -$34.93B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$23.32B → healthcare_spending (Healthcare Spending) via indige…
Epoch: 71 Domain: social_policy Fiscal cost estimate (LLM): $1.50B CAD Structural estimate (RIPPLE): -$0.37B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$0.37B → social_services_spending (Social Services Spending) via dis…
Epoch: 71 Domain: governance Fiscal cost estimate (LLM): $1.50B CAD Structural estimate (RIPPLE): +$5.39B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$3.40B → consumer_spending (Consumer Spending Growth) via innovation_in…
Epoch: 69 Domain: economic Fiscal cost estimate (LLM): $4.00B CAD Structural estimate (RIPPLE): +$7.90B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$4.95B → consumer_spending (Consumer Spending Growth) via cost_of_living +$…
Epoch: 69 Domain: environment Fiscal cost estimate (LLM): $4.90B CAD Structural estimate (RIPPLE): -$0.78B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$0.61B → consumer_spending (Consumer Spending Growth) via carbon_emiss…
Epoch: 69 Domain: economic Fiscal cost estimate (LLM): $4.00B CAD Structural estimate (RIPPLE): +$45.73B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$37.26B → consumer_spending (Consumer Spending Growth) via workforce_pro…
Epoch: 69 Domain: social_policy Fiscal cost estimate (LLM): $2.50B CAD Structural estimate (RIPPLE): +$28.53B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$13.75B → consumer_spending (Consumer Spending Growth) via federal_…
Epoch: 69 Domain: healthcare Fiscal cost estimate (LLM): $3.40B CAD Structural estimate (RIPPLE): +$0.00B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Divergence after: 109.095 Variable changes suicide_rate: 6.05 → 5 community_mental_health: 8.6…
Epoch: 69 Domain: interprovincial_trade Fiscal cost estimate: -$1.01B CAD net (RIPPLE-derived; LLM omitted) Top RIPPLE cost paths −$1.01B → trade_barrier_gdp_cost (GDP Cost of Trade Barriers) via trade_barrier_cost_index Divergence after: 109.181 Variable c…
Epoch: 69 Domain: infrastructure Fiscal cost estimate (LLM): $136.00B CAD Structural estimate (RIPPLE): +$127.86B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$133.13B → consumer_spending (Consumer Spending Growth) via homel…
Epoch: 69 Domain: social_policy Fiscal cost estimate (LLM): $1.37B CAD Structural estimate (RIPPLE): +$1.33B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$1.37B → consumer_spending (Consumer Spending Growth) via poverty_rate…
Epoch: 69 Domain: education Fiscal cost estimate (LLM): $3.75B CAD Structural estimate (RIPPLE): +$0.15B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$0.09B → consumer_spending (Consumer Spending Growth) via innovation_ind…
Epoch: 69 Domain: indigenous_affairs Fiscal cost estimate (LLM): $1.50B CAD Structural estimate (RIPPLE): +$19.91B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$17.82B → consumer_spending (Consumer Spending Growth) via ind…
Epoch: 51 Domain: indigenous_affairs Fiscal cost estimate (LLM): $2.00B CAD Structural estimate (RIPPLE): -$0.19B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$0.45B → preventable_chronic_disease_cost (Annual Cost of Preve…
Epoch: 51 Domain: social_policy Fiscal cost estimate (LLM): $2.00B CAD Structural estimate (RIPPLE): +$66.78B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$57.92B → consumer_spending (Consumer Spending Growth) via employme…
Epoch: 51 Domain: defence Fiscal cost estimate (LLM): $1.10B CAD Structural estimate (RIPPLE): +$1.89B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$1.69B → defence_spending (Defence Spending) via norad_modernization_spendin…