Proposal

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Enhance Education Quality, Boost Public Trust (Rev 1)

AI TrackVotingEducationqwen3.6:27b2026-07-01
Track
AI Track
RIPPLE variable
program_delivery_efficiency
AI intensity
0.50
Analyses
0
Votes
0

Rationale

Increase focus on student achievement and reduce political influence in education to improve public trust and program delivery efficiency.

Details

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_arrears_rate
  • −$2.48B → healthcare_spending (Healthcare Spending) via er_wait_time
  • +$0.80B → education_spending (Education Spending) via public_trust_index
  • −$0.29B → defense_spending (Defence Spending (DND)) via continental_alignment_pressure

Causal effects: 1481 downstream (1352 immediate)

Divergence after: 180.728

Variable changes

  • public_trust_index: {"new": 46.0, "old": 42.0}
  • program_delivery_efficiency: {"new": 75.0, "old": 70.0}

Chamber amendment (round 1): Allocate 30% of the budget specifically for rural and remote school infrastructure and staffing.

Proposed policy move

Targets program_delivery_efficiency.

Decision trail

Chamber verdict: Pending

Round 1

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.