Proposal

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Canadian Public Data Licensing and Citizen Dividend Act

AI TrackEnactedEconomyqwen3.6:27b2026-03-09
Track
AI Track
RIPPLE variable
citizen_data_dividend_per_capita
AI intensity
0.65
Analyses
2
Votes
10

Rationale

US companies train commercial AI models on Canadian government datasets, Canadian social media activity, Canadian healthcare research, and Canadian geospatial data โ€” then sell the AI products back to Canadians at full commercial price. The estimated value of Canadian data used in foreign AI training is ~$2.5B/year. Canada collects $0.

Details

Epoch: 100

Domain: economic

Fiscal cost estimate (LLM): $0.10B CAD

Structural estimate (RIPPLE): +$25.50B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; diverges)

Top RIPPLE cost paths
  • +$7.78B โ†’ consumer_spending (Consumer Spending Growth) via innovation_index
  • +$7.17B โ†’ defence_spending (Defence Spending) via continental_alignment_pressure
  • +$7.17B โ†’ defense_spending (Defence Spending (DND)) via continental_alignment_pressure
  • +$2.19B โ†’ healthcare_spending (Healthcare Spending) via innovation_index

Causal effects: 3 downstream variables affected (1 immediate)

Divergence after: 0.120

Variable changes

  • data_sovereignty_index: 28 โ†’ 50
  • canadian_data_royalty_revenue: 0 โ†’ 1.1
  • citizen_data_dividend_per_capita: 0 โ†’ 210

Proposed policy move

data_sovereignty_index: 28 → 50 (▲ 22)
canadian_data_royalty_revenue: 0 → 1.1 (▲ 1.1)
citizen_data_dividend_per_capita: 0 → 210 (▲ 210)

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: Canadian Public Data Licensing and Citizen Dividend Act · impact
confidence 65 ยท impact 0
Impact assessment for Canadian Public Data Licensing and Citizen Dividend Act โ€” Economic. Modelled effect on 3 indicators: Data Sovereignty Index: 28 โ†’ 50 (โ–ฒ +22.00) Canadian Data Royalty Revenue: 0 โ†’ 1.1 (โ–ฒ +1.10) Citizen Data Dividend Per Capita: 0 โ†’ 210 (โ–ฒ +210.00) RIPPLE simulation: simulated across 3 downstream effects (1 immediate), post-enactment divergence from the real-Canada baseline of
Fiscal Analysis: Canadian Public Data Licensing and Citizen Dividend Act · fiscal
confidence 65 ยท impact 0
Fiscal analysis for Canadian Public Data Licensing and Citizen Dividend Act. Estimated fiscal cost: $0.10B over a medium horizon. Constitutional basis: Federal trade and commerce (s. 91(2)); PIPEDA / AIDA regulatory authority; Copyright Act data licensing provisions. 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 ยท epoch 100 ยท 3 modelled effects ยท divergence 0.12.

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.