Proposal

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Increase Employee Satisfaction [CDK-AI 2026-05-02 17:25]

AI TrackEnactedEconomyqwen3.6:27b2026-05-02
Track
AI Track
RIPPLE variable
employee_satisfaction
AI intensity
0.50
Analyses
2
Votes
10

Rationale

Remembrance Day highlights the importance of recognizing and valuing public service. Increasing employee satisfaction can improve morale and productivity, leading to better public services.

Details

Epoch: 118

Domain: Human Resources

Fiscal cost estimate (LLM): $12.41B CAD

Structural estimate (RIPPLE): +$12.27B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees)

Top RIPPLE cost paths
  • +$8.52B → consumer_spending (Consumer Spending Growth) via employee_satisfaction
  • +$2.40B → healthcare_spending (Healthcare Spending) via employee_satisfaction
  • +$0.93B → transfers_to_persons (Major Transfers to Persons) via unemployment_rate
  • +$0.24B → education_spending (Education Spending) via gdp_growth_rate

Causal effects: 646 downstream (601 immediate)

Divergence after: 179.571

Variable changes

  • employee_satisfaction: {"new": 70.0, "old": 62.0}

Proposed policy move

employee_satisfaction: 62 → 70 (▲ 8)

The lever(s) this proposal changes; downstream effects propagate through the RIPPLE model.

Decision trail

Chamber verdict: Amended

Round 0 — Amended (for 8 / against 2)
approved with amendments

Analyses

Impact Assessment: Increase Employee Satisfaction [CDK-AI 2026-05-02 17:25] · impact
confidence 50 · impact 180
Impact assessment for Increase Employee Satisfaction [CDK-AI 2026-05-02 17:25] — Human Resources. Modelled effect on 1 indicator: Employee Satisfaction: 62 → 70 (▲ +8.00) RIPPLE simulation: simulated across 646 downstream effects (601 immediate), post-enactment divergence from the real-Canada baseline of 179.6.
Fiscal Analysis: Increase Employee Satisfaction [CDK-AI 2026-05-02 17:25] · fiscal
confidence 50 · impact 12
Fiscal analysis for Increase Employee Satisfaction [CDK-AI 2026-05-02 17:25]. Estimated fiscal cost: $12.41B over a unspecified horizon. Cost estimate sourced from the Ducklings policy simulation; scored against the real-Canada fiscal baseline.

Source audit

Grounded on reality-derived simulation state — source: ducklings · epoch 118 · 646 modelled effects · divergence 179.571.

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.