Remembrance Day highlights the importance of supporting veterans and their families. Increasing federal spending will allow for better healthcare, housing, and mental health services for veterans, improving their quality of life and wellbeing.

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
• +$4.26B → healthcare_spending (Healthcare Spending) via jordans_principle_annual_cost
• +$3.83B → federal_budget_balance (Federal Budget Balance) via federal_spending
• +$3.06B → quebec_program_spending (Quebec Total Program Spending) via provincial_spending_qc

Causal effects: 848 downstream (772 immediate)

Divergence after: 179.977

Variable changes

• federal_spending: {"new": 570.0, "old": 520.3}