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    1. **Submission Statement:**
      In November 2025, the Canadian federal government quietly launched a public registry of every AI system used across federal departments. An interesting pattern of „scale“ emerged from the database.

      When you’re governing the world’s second-largest country, with the longest coastline on Earth and a population scattered across millions of square kilometers, you need machines to help watch what people can’t.

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