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: 113 Domain: fiscal_policy Fiscal cost estimate (LLM): $38.00B CAD Structural estimate (RIPPLE): +$145.78B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$78.77B → canada_health_transfer (Canada Health Transfer (CHT)) …
Epoch: 113 Domain: trade Fiscal cost estimate: +$0.00B CAD net (RIPPLE-derived; LLM omitted) Variable changes trade_war_gdp_impact: {"new": -1.75, "old": -0.5} cusma_renegotiation_risk: {"new": 0.72, "old": 0.35} expo…
Epoch: 123 Domain: trade Fiscal cost estimate (LLM): $0.45B CAD Structural estimate (RIPPLE): -$2.85B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$13.86B → education_spending (Education Spending) via gdp_growth_rate −$12.…
Epoch: 123 Domain: trade Fiscal cost estimate (LLM): $1.20B CAD Structural estimate (RIPPLE): +$6.85B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$4.84B → consumer_spending (Consumer Spending Growth) via trade_balance +$1…
Epoch: 122 Domain: defense Fiscal cost estimate (LLM): $49.82B CAD Structural estimate (RIPPLE): +$48.91B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$35.30B → consumer_spending (Consumer Spending Growth) via inflation_rate…
Epoch: 121 Domain: fiscal Fiscal cost estimate (LLM): $147.76B CAD Structural estimate (RIPPLE): +$103.79B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$115.50B → consumer_spending (Consumer Spending Growth) via credit_ratin…
Epoch: 119 Domain: Regulation Fiscal cost estimate (LLM): $10.63B CAD Structural estimate (RIPPLE): +$10.17B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$7.97B → consumer_spending (Consumer Spending Growth) via regulatory_e…
Epoch: 119 Domain: Veterans Fiscal cost estimate (LLM): $7.74B CAD Structural estimate (RIPPLE): +$7.72B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$5.32B → consumer_spending (Consumer Spending Growth) via mental_health_in…
Epoch: 118 Domain: Human Resources Fiscal cost estimate (LLM): $12.41B CAD Structural estimate (RIPPLE): +$12.27B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$8.52B → consumer_spending (Consumer Spending Growth) via employe…
Epoch: 118 Domain: Cultural Fiscal cost estimate (LLM): $3.67B CAD Structural estimate (RIPPLE): +$1.19B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$2.71B → healthcare_spending (Healthcare Spending) via interdepartmental…
Epoch: 117 Domain: Cultural Fiscal cost estimate (LLM): $0.93B CAD Structural estimate (RIPPLE): +$0.48B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths −$0.40B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via procu…
Epoch: 117 Domain: Cultural Fiscal cost estimate (LLM): $3.54B CAD Structural estimate (RIPPLE): +$1.25B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$2.33B → healthcare_spending (Healthcare Spending) via training_investme…
Epoch: 117 Domain: cultural Fiscal cost estimate (LLM): $1.61B CAD Structural estimate (RIPPLE): +$0.30B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths +$1.33B → healthcare_spending (Healthcare Spending) via program_delivery_…
Epoch: 117 Domain: Education Fiscal cost estimate (LLM): $1.02B CAD Structural estimate (RIPPLE): -$10.20B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$7.86B → consumer_spending (Consumer Spending Growth) via mortgage_arr…
Epoch: 117 Domain: education_policy Fiscal cost estimate (LLM): $0.76B CAD Structural estimate (RIPPLE): -$7.66B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$5.89B → consumer_spending (Consumer Spending Growth) via mortga…
Epoch: 114 Domain: healthcare Fiscal cost estimate (LLM): $2.08B CAD Structural estimate (RIPPLE): -$100.64B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$65.10B → healthcare_spending (Healthcare Spending) via chronic_dise…
Epoch: 114 Domain: energy Fiscal cost estimate (LLM): $56.48B CAD Structural estimate (RIPPLE): +$49.04B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$27.41B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via albe…
Epoch: 114 Domain: energy Fiscal cost estimate (LLM): $4.51B CAD Structural estimate (RIPPLE): -$18.77B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$21.12B → consumer_spending (Consumer Spending Growth) via gdp_alberta −$…
Epoch: 114 Domain: fiscal Fiscal cost estimate (LLM): $89.78B CAD Structural estimate (RIPPLE): +$76.20B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees) Top RIPPLE cost paths +$50.91B → consumer_spending (Consumer Spending Growth) via employment_rate…
Epoch: 114 Domain: monetary_policy Fiscal cost estimate (LLM): $18.54B CAD Structural estimate (RIPPLE): -$316.73B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$330.00B → consumer_spending (Consumer Spending Growth) via bo…
Epoch: 114 Domain: monetary_policy Fiscal cost estimate (LLM): $5.75B CAD Structural estimate (RIPPLE): -$194.73B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$165.00B → consumer_spending (Consumer Spending Growth) via boc…
Epoch: 114 Domain: monetary_policy Fiscal cost estimate (LLM): $37.07B CAD Structural estimate (RIPPLE): -$633.46B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$660.00B → consumer_spending (Consumer Spending Growth) via bo…
Epoch: 114 Domain: monetary_policy Fiscal cost estimate (LLM): $18.54B CAD Structural estimate (RIPPLE): -$316.73B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$330.00B → consumer_spending (Consumer Spending Growth) via bo…
Epoch: 114 Domain: monetary_policy Fiscal cost estimate (LLM): $27.80B CAD Structural estimate (RIPPLE): -$475.10B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$495.00B → consumer_spending (Consumer Spending Growth) via bo…
Epoch: 114 Domain: monetary_policy Fiscal cost estimate (LLM): $18.54B CAD Structural estimate (RIPPLE): -$316.73B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges) Top RIPPLE cost paths −$330.00B → consumer_spending (Consumer Spending Growth) via bo…