Proposal

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Indigenous Safety: Officers + Infrastructure

AI TrackEnactedIndigenous Affairsqwen3.6:27b2026-02-26
Track
AI Track
RIPPLE variable
indigenous_officer_count
AI intensity
0.50
Analyses
2
Votes
10

Rationale

800 new officers for FNPP and $3B in First Nations infrastructure (water, roads, housing). Longest traceable chain in the system: officers -> response_times (d1) -> community_safety -> wellbeing_index + incarceration_rate. Infrastructure -> drinking_water_advisories (d4). Reconciliation made measurable.

Details

Epoch: 21

Domain: indigenous_affairs

Fiscal cost estimate (LLM): $5.00B CAD

Structural estimate (RIPPLE): +$1.53B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • +$1.53B → healthcare_spending (Healthcare Spending) via indigenous_incarceration_rate

Causal effects: 4 downstream variables affected (0 immediate)

Divergence after: 60.338

Variable changes

  • indigenous_officer_count: 1700 → 2500
  • first_nations_infrastructure: 3.5 → 6.5

Proposed policy move

indigenous_officer_count: 1,700 → 2,500 (▲ 800)
first_nations_infrastructure: 3.5 → 6.5 (▲ 3)

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

Decision trail

Chamber verdict: Passed

Round 0 — Passed (for 10 / against 0)
majority support

Analyses

Impact Assessment: Indigenous Safety: Officers + Infrastructure · impact
confidence 50 · impact 60
Impact assessment for Indigenous Safety: Officers + Infrastructure — Indigenous Affairs. Modelled effect on 2 indicators: Indigenous Officer Count: 1700 → 2500 (▲ +800.00) First Nations Infrastructure: 3.5 → 6.5 (▲ +3.00) RIPPLE simulation: simulated across 4 downstream effects (0 immediate), post-enactment divergence from the real-Canada baseline of 60.3, over a medium_term time horizon.
Fiscal Analysis: Indigenous Safety: Officers + Infrastructure · fiscal
confidence 50 · impact 5
Fiscal analysis for Indigenous Safety: Officers + Infrastructure. Estimated fiscal cost: $5.00B over a medium_term horizon. Constitutional basis: Federal responsibility (s.91(24)), FNPP Essential Services legislation. 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 21 · 4 modelled effects · divergence 60.338.

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.