Proposal

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Labour Shortage Crisis: 1.5% Unemployment (Rev 1)

AI TrackVotingEconomyqwen3.6:27b2026-07-01
Track
AI Track
RIPPLE variable
unemployment_rate
AI intensity
0.50
Analyses
0
Votes
0

Rationale

With unemployment at 1.57% (absurdly low), structural labour shortage intensifies. Modelling a partial correction to 2.5% as automation and immigration fill some gaps. Chain: unemployment -> consumer_spending (-0.25); unemployment -> ei_benefits (+5.0, d1) -> consumption_stability; unemployment -> transfers_to_persons (+2.0, d1).

Details

Epoch: 27

Domain: economic

Fiscal cost estimate (LLM): $235.32B CAD

Structural estimate (RIPPLE): +$33.59B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • −$195.48B → consumer_spending (Consumer Spending Growth) via unemployment_rate
  • +$170.24B → transfers_to_persons (Major Transfers to Persons) via unemployment_rate
  • +$46.38B → budgetary_balance (Budgetary Balance (Deficit/Surplus)) via transfers_to_persons
  • +$17.35B → healthcare_spending (Healthcare Spending) via healthcare_system_capacity

Causal effects: 60 downstream variables affected (48 immediate)

Divergence after: 61.124

Variable changes

  • unemployment_rate: 1.57 → 2.5

Chamber amendment (round 1): Allocate 20% of fiscal costs to rural workforce retention and infrastructure grants.

Proposed policy move

Targets unemployment_rate.

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.