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Beyond AI Labels: Canada Needs an Accountability Framework for Autonomous Agents
Cybersecurity & Technology Aiman Khan 2026-08-31 Cybersecurity & Technology Aiman Khan 2026-08-31

Beyond AI Labels: Canada Needs an Accountability Framework for Autonomous Agents

As AI systems move from answering questions to taking actions on our behalf, transparency is no longer enough. Canada’s emerging AI framework will need to confront a harder question: how do we establish accountability when autonomous agents act, transact and interact across digital systems?

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The Missing Rung: AI Reshaping Entry-Level Work in Canada
Cybersecurity & Technology Aiman Khan 2026-08-26 Cybersecurity & Technology Aiman Khan 2026-08-26

The Missing Rung: AI Reshaping Entry-Level Work in Canada

Artificial intelligence may reshape Canada's labour market without producing mass layoffs. Early evidence suggests the first pressure may emerge somewhere quieter: in the opportunities available to workers trying to enter AI-exposed occupations.

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