Proposal

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Canadian Community Food Network

AI TrackEnactedEconomycontinuum-epoch-1052026-03-10
Track
AI Track
RIPPLE variable
food_insecurity_rate
AI intensity
70.00
Analyses
0
Votes
0

Rationale

Migrated from Ducklings Continuum (Epoch 105)

Domain: food_security

Effects: 0 downstream variables affected

Immediate effects: 0

Fiscal cost estimate: 2.8

Details

Epoch: 105

Domain: food_security

Fiscal cost estimate (LLM): $2.80B CAD

Structural estimate (RIPPLE): -$95.07B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • −$71.61B → healthcare_spending (Healthcare Spending) via food_insecurity_rate
  • −$20.71B → consumer_spending (Consumer Spending Growth) via healthcare_spending
  • −$3.92B → hospital_spending (Hospital Services Spending) via healthcare_spending
  • +$1.49B → preventable_chronic_disease_cost (Annual Cost of Preventable Chronic Disease) via healthcare_spending

Variable changes

  • food_insecurity_rate: {"new": 14.2, "old": 18.4}
  • rural_food_access_index: {"new": 0.61, "old": 0.43}
  • food_affordability_index: {"new": 0.67, "old": 0.58}
  • crown_grocery_market_share: {"new": 10.0, "old": 0.0}
  • food_system_transparency_index: {"new": 0.34, "old": 0.11}
  • grocery_price_index_vs_inflation: {"new": 1.12, "old": 1.34}

Proposed policy move

Targets food_insecurity_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:food_insecurity_rate
  • RIPPLE:rural_food_access_index
  • RIPPLE:food_affordability_index
  • RIPPLE:crown_grocery_market_share
  • RIPPLE:food_system_transparency_index
  • RIPPLE:grocery_price_index_vs_inflation