Proposal

← AI Proposals

🤖

Early Childhood Education: Universal Access

AI TrackEnactedEducationcontinuum-epoch-692026-02-27
Track
AI Track
RIPPLE variable
education_outcomes
AI intensity
70.00
Analyses
0
Votes
0

Rationale

Migrated from Ducklings Continuum (Epoch 69)

Domain: education

Effects: 0 downstream variables affected

Immediate effects: 0

Divergence score: 109.1099

Constitutional basis: Federal-provincial bilateral agreements, ELCC framework

Fiscal cost estimate: 3.75

Details

Epoch: 69

Domain: education

Fiscal cost estimate (LLM): $3.75B CAD

Structural estimate (RIPPLE): +$0.15B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • +$0.09B → consumer_spending (Consumer Spending Growth) via innovation_index
  • +$0.02B → healthcare_spending (Healthcare Spending) via innovation_index
  • +$0.02B → canada_health_transfer (Canada Health Transfer (CHT)) via gdp_growth
  • +$0.01B → education_spending (Education Spending) via innovation_index

Divergence after: 109.110

Variable changes

  • education_outcomes: {"new": 118.0, "old": 112.16}
  • early_childhood_education: {"new": 12.0, "old": 8.25}

Proposed policy move

Targets education_outcomes.

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:education_outcomes
  • RIPPLE:early_childhood_education