Proposal

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Targeted Small Business Credit Guarantee [CDK-AI 2026-08-21 21:16]

AI TrackEnactedqwen3.6:27b2026-08-21
Track
AI Track
RIPPLE variable
business_investment
AI intensity
0.50
Analyses
2
Votes
0

Rationale

With interest rates at 4.5%, small and medium enterprises face high borrowing costs that suppress capital expenditure. A federal credit guarantee program reduces the risk premium for lenders, enabling businesses to access cheaper capital for upgrades and expansion. This directly boosts business investment, which is a key driver of productivity and job creation, helping to sustain GDP growth without further inflationary pressure.

Details

Epoch: 134

Domain: financial

Fiscal cost estimate (LLM): $2.50B CAD

Structural estimate (RIPPLE): +$51.42B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • +$44.20B → consumer_spending (Consumer Spending Growth) via boc_overnight_rate
  • +$3.32B → healthcare_spending (Healthcare Spending) via business_investment
  • +$1.50B → education_spending (Education Spending) via business_investment
  • +$1.28B → transfers_to_persons (Major Transfers to Persons) via unemployment_rate

Causal effects: 856 downstream variables affected (778 immediate)

Divergence after: 274.320

Variable changes

  • business_investment: 280 → 330

Proposed policy move

business_investment: 280 → 330 (▲ 50)

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

Analyses

Impact Assessment: Targeted Small Business Credit Guarantee [CDK-AI 2026-08-21 21:16] · impact
confidence 50 · impact 274
Impact assessment for Targeted Small Business Credit Guarantee [CDK-AI 2026-08-21 21:16] — Financial. Modelled effect on 1 indicator: Business Investment: 280 → 330 (▲ +50.00) RIPPLE simulation: simulated across 856 downstream effects (778 immediate), post-enactment divergence from the real-Canada baseline of 274.3, over a medium time horizon.
Fiscal Analysis: Targeted Small Business Credit Guarantee [CDK-AI 2026-08-21 21:16] · fiscal
confidence 50 · impact 3
Fiscal analysis for Targeted Small Business Credit Guarantee [CDK-AI 2026-08-21 21:16]. Estimated fiscal cost: $2.50B over a medium 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 134 · 856 modelled effects · divergence 274.32.

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.