Proposal

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Improve Public Trust through Educational Reforms (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

In response to the news, increasing focus on student achievement and efficiency in education delivery can boost public trust in the system.

Details

Epoch: 117

Domain: education_policy

Fiscal cost estimate (LLM): $0.76B CAD

Structural estimate (RIPPLE): -$7.66B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • −$5.89B → consumer_spending (Consumer Spending Growth) via mortgage_arrears_rate
  • −$1.86B → healthcare_spending (Healthcare Spending) via er_wait_time
  • +$0.60B → education_spending (Education Spending) via public_trust_index
  • −$0.22B → defense_spending (Defence Spending (DND)) via continental_alignment_pressure

Causal effects: 1478 downstream (1350 immediate)

Divergence after: 181.480

Variable changes

  • public_trust_index: {"new": 45.0, "old": 42.0}
  • program_delivery_efficiency: {"new": 75.0, "old": 70.0}

Chamber amendment (round 1): Allocate 30% of funds specifically for rural school connectivity and resource equity.

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.