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: 16 Domain: energy Fiscal cost estimate (LLM): $4.00B CAD Structural estimate (RIPPLE): -$4.56B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths −$3.54B → consumer_spending (Consumer Spending Growth) via carbon_emissions −$…
Epoch: 11 Domain: regional_development Fiscal cost estimate (LLM): $2.00B CAD Structural estimate (RIPPLE): +$0.00B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Causal effects: 9 downstream variables affected (9 immediate) Divergence after: 58.0…
Epoch: 11 Domain: industrial_policy Fiscal cost estimate (LLM): $5.00B CAD Structural estimate (RIPPLE): +$0.00B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Causal effects: 3 downstream variables affected (0 immediate) Divergence after: 58.133 …
Epoch: 11 Domain: energy Fiscal cost estimate (LLM): $4.00B CAD Structural estimate (RIPPLE): -$1.26B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$1.26B → healthcare_spending (Healthcare Spending) via provincial_emissions…
Epoch: 11 Domain: indigenous_affairs Fiscal cost estimate (LLM): $14.00B CAD Structural estimate (RIPPLE): +$1.83B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$0.88B → consumer_spending (Consumer Spending Growth) via fede…
Epoch: 11 Domain: immigration Fiscal cost estimate (LLM): $2.50B CAD Structural estimate (RIPPLE): +$53.53B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$45.57B → healthcare_spending (Healthcare Spending) via immigration_r…
Epoch: 11 Domain: energy Fiscal cost estimate (LLM): $15.00B CAD Structural estimate (RIPPLE): +$0.00B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Causal effects: 7 downstream variables affected (0 immediate) Divergence after: 57.972 Variable c…
Epoch: 3 Domain: monetary_policy Fiscal cost estimate: +$0.00B CAD net (RIPPLE-derived; LLM omitted) Causal effects: 5 downstream variables affected (4 immediate) Divergence after: 11.179 Variable changes exchange_rate: 0.6745 → 0.69
Epoch: 3 Domain: trade 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: 7 downstream variables affected (2 immediate) Divergence after: 10.561 Variable chan…
Epoch: 3 Domain: regional_development Fiscal cost estimate (LLM): $2.00B CAD Structural estimate (RIPPLE): +$1.74B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$0.87B → education_spending (Education Spending) via newfoundlan…
Epoch: 3 Domain: fiscal_policy Fiscal cost estimate (LLM): $5.00B CAD Structural estimate (RIPPLE): -$5.69B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths −$7.72B → federal_budget_balance (Federal Budget Balance) via alberta_ne…
Epoch: 3 Domain: trade Fiscal cost estimate (LLM): $6.34B CAD Structural estimate (RIPPLE): +$5.21B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$6.34B → consumer_spending (Consumer Spending Growth) via consumer_price_tariff…
Epoch: 1 Domain: housing Fiscal cost estimate (LLM): $6.00B CAD Structural estimate (RIPPLE): +$39.82B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$22.71B → consumer_spending (Consumer Spending Growth) via interest_rate +…
Epoch: 1 Domain: taxation Fiscal cost estimate: +$5.29B CAD net (RIPPLE-derived; LLM omitted) Top RIPPLE cost paths +$4.95B → consumer_spending (Consumer Spending Growth) via stock_market_index −$0.76B → defence_spending (Defence Spending) via federal_reven…
Epoch: 1 Domain: social_policy Fiscal cost estimate (LLM): $7.40B CAD Structural estimate (RIPPLE): +$4.36B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$11.91B → consumer_spending (Consumer Spending Growth) via workforce_pr…
Epoch: 1 Domain: healthcare Fiscal cost estimate (LLM): $23.00B CAD Structural estimate (RIPPLE): +$27.63B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$20.40B → consumer_spending (Consumer Spending Growth) via healthcare_sp…
Epoch: 1 Domain: education Fiscal cost estimate (LLM): $15.00B CAD Structural estimate (RIPPLE): +$30.02B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$24.00B → consumer_spending (Consumer Spending Growth) via education_sp…
Epoch: 1 Domain: fiscal_policy Fiscal cost estimate: +$0.00B CAD net (RIPPLE-derived; LLM omitted) Causal effects: 5 downstream variables affected (5 immediate) Divergence after: 0.472 Variable changes equalization_payments: 26.2 → 23
Epoch: 1 Domain: energy Fiscal cost estimate (LLM): $1.85B CAD Structural estimate (RIPPLE): -$46.25B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$42.24B → consumer_spending (Consumer Spending Growth) via gdp_alberta −$4.…
Epoch: 1 Domain: infrastructure Fiscal cost estimate (LLM): $10.00B CAD Structural estimate (RIPPLE): +$3.13B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$1.32B → consumer_spending (Consumer Spending Growth) via employmen…
Epoch: 1 Domain: housing Fiscal cost estimate (LLM): $35.34B CAD Structural estimate (RIPPLE): +$35.19B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$32.02B → consumer_spending (Consumer Spending Growth) via homelessness_rat…
Epoch: 1 Domain: energy_grid Fiscal cost estimate (LLM): $6.42B CAD Structural estimate (RIPPLE): +$6.42B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$2.23B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via grid…
Epoch: 1 Domain: indigenous_affairs Fiscal cost estimate (LLM): $1.61B CAD Structural estimate (RIPPLE): +$1.61B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$0.78B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) v…
Epoch: 1 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: 1 Domain: monetary_policy Fiscal cost estimate (LLM): $335.26B CAD Structural estimate (RIPPLE): +$320.86B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$330.00B → consumer_spending (Consumer Spending Growth) via boc_o…