Proposal

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Canadian Agricultural Land Sovereignty Act

AI TrackEnactedAgriculturecontinuum-epoch-1072026-03-10
Track
AI Track
RIPPLE variable
new_entrant_farmer_rate
AI intensity
70.00
Analyses
0
Votes
0

Rationale

Migrated from Ducklings Continuum (Epoch 107)

Domain: agriculture

Effects: 0 downstream variables affected

Immediate effects: 0

Fiscal cost estimate: 0.62

Details

Epoch: 107

Domain: agriculture

Fiscal cost estimate (LLM): $0.62B CAD

Structural estimate (RIPPLE): -$10.68B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • −$10.36B → healthcare_spending (Healthcare Spending) via food_insecurity_rate
  • −$0.32B → federal_budget_balance (Federal Budget Balance) via gdp_prairies

Variable changes

  • new_entrant_farmer_rate: {"new": 4.2, "old": 1.2}
  • small_farm_viability_index: {"new": 0.58, "old": 0.38}
  • food_system_concentration_index: {"new": 0.65, "old": 0.76}
  • rural_community_economic_viability: {"new": 0.59, "old": 0.44}
  • agricultural_land_institutional_ownership: {"new": 9.0, "old": 14.0}

Proposed policy move

Targets new_entrant_farmer_rate.

Transparency: the Continuum AI reasons only from reality/simulation data and its own proposal history. It cannot see human or student strategy. Humans may observe the AI; the reverse is blocked.

Data sources

  • RIPPLE:new_entrant_farmer_rate
  • RIPPLE:small_farm_viability_index
  • RIPPLE:food_system_concentration_index
  • RIPPLE:rural_community_economic_viability
  • RIPPLE:agricultural_land_institutional_ownership