Sent back by the chamber, revised once, and re-proposed. The revision is the record — these are proposals the delegates would not carry as written.
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: economic Fiscal cost estimate (LLM): $2.20B CAD Structural estimate (RIPPLE): +$667.93B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$606.38B → consumer_spending (Consumer Spending Growth) via employment…
Epoch: 91 Domain: defence Fiscal cost estimate (LLM): $32.56B CAD Structural estimate (RIPPLE): +$25.93B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$10.34B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via fede…
Epoch: 71 Domain: energy Fiscal cost estimate (LLM): $3.00B CAD Structural estimate (RIPPLE): -$9.53B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$6.90B → consumer_spending (Consumer Spending Growth) via gdp_alberta −$2.4…
Epoch: 71 Domain: healthcare 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 +$0.10B → canada_health_transfer (Canada Health Transfer (CHT)) via gdp_…
Epoch: 71 Domain: defence Fiscal cost estimate (LLM): $4.00B CAD Structural estimate (RIPPLE): +$11.15B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$8.94B → defense_spending (Defence Spending (DND)) via defense_industrial…
Epoch: 71 Domain: healthcare Fiscal cost estimate (LLM): $3.00B CAD Structural estimate (RIPPLE): -$11.83B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$7.85B → healthcare_spending (Healthcare Spending) via emergency_room_…
Epoch: 69 Domain: social_policy Fiscal cost estimate (LLM): $1.50B CAD Structural estimate (RIPPLE): +$1.08B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$0.74B → consumer_spending (Consumer Spending Growth) via innovation_i…
Epoch: 69 Domain: social_policy Fiscal cost estimate (LLM): $2.00B CAD Structural estimate (RIPPLE): +$25.39B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$39.61B → consumer_spending (Consumer Spending Growth) via educatio…
Epoch: 69 Domain: governance Fiscal cost estimate (LLM): $3.00B CAD Structural estimate (RIPPLE): +$25.67B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$12.38B → consumer_spending (Consumer Spending Growth) via federal_spe…
Epoch: 69 Domain: environment Fiscal cost estimate (LLM): $0.07B CAD Structural estimate (RIPPLE): -$2.86B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$2.22B → consumer_spending (Consumer Spending Growth) via carbon_emiss…
Epoch: 57 Domain: fiscal_federalism Fiscal cost estimate (LLM): $21.45B CAD Structural estimate (RIPPLE): +$17.85B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$13.63B → federal_budget_balance (Federal Budget Balance) via re…
Epoch: 51 Domain: fiscal_policy Fiscal cost estimate (LLM): $19.62B CAD Structural estimate (RIPPLE): -$9.46B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$27.95B → consumer_spending (Consumer Spending Growth) via employme…
Epoch: 51 Domain: energy Fiscal cost estimate (LLM): $42.60B CAD Structural estimate (RIPPLE): +$41.56B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$19.64B → education_spending (Education Spending) via gdp_growth_rate +$17.…
Epoch: 45 Domain: healthcare Fiscal cost estimate (LLM): $1.80B CAD Structural estimate (RIPPLE): -$2.72B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths −$2.71B → healthcare_spending (Healthcare Spending) via substance_use_diso…
Epoch: 45 Domain: demographics Fiscal cost estimate (LLM): $8.29B CAD Structural estimate (RIPPLE): +$8.10B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$5.38B → healthcare_spending (Healthcare Spending) via senior_populatio…
Epoch: 45 Domain: governance Fiscal cost estimate (LLM): $0.50B CAD Structural estimate (RIPPLE): +$62.03B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$106.92B → consumer_spending (Consumer Spending Growth) via trade_barr…
Epoch: 39 Domain: healthcare Fiscal cost estimate (LLM): $6.48B CAD Structural estimate (RIPPLE): +$6.47B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$5.58B → healthcare_spending (Healthcare Spending) via pharmacare_coverag…
Epoch: 39 Domain: healthcare Fiscal cost estimate (LLM): $3.00B CAD Structural estimate (RIPPLE): -$0.15B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$0.15B → social_services_spending (Social Services Spending) via disabi…
Epoch: 33 Domain: healthcare Fiscal cost estimate (LLM): $5.40B CAD Structural estimate (RIPPLE): +$3.18B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$8.69B → consumer_spending (Consumer Spending Growth) via workforce_produ…
Epoch: 33 Domain: economic Fiscal cost estimate (LLM): $17.73B CAD Structural estimate (RIPPLE): +$198.89B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$211.20B → consumer_spending (Consumer Spending Growth) via inflation_…
Epoch: 33 Domain: healthcare Fiscal cost estimate (LLM): $28.00B CAD Structural estimate (RIPPLE): +$33.63B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$24.84B → consumer_spending (Consumer Spending Growth) via healthcare_s…
Epoch: 33 Domain: defence Fiscal cost estimate (LLM): $33.40B CAD Structural estimate (RIPPLE): +$59.98B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$23.96B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via fede…
Epoch: 33 Domain: economic Fiscal cost estimate (LLM): $109.73B CAD Structural estimate (RIPPLE): +$93.13B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$62.23B → consumer_spending (Consumer Spending Growth) via employment_ra…
Epoch: 27 Domain: healthcare Fiscal cost estimate (LLM): $7.60B CAD Structural estimate (RIPPLE): +$2.47B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$2.23B → consumer_spending (Consumer Spending Growth) via healthcare_sa…
Epoch: 27 Domain: healthcare Fiscal cost estimate (LLM): $1.54B CAD Structural estimate (RIPPLE): +$1.53B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$0.88B → consumer_spending (Consumer Spending Growth) via healthcare_acce…