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The Mirror Effect
About
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Interactive Learning
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LUCID AI
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The Mirror Effect: How Generative AI Exposes the Proxy Architecture of Institutional Accountability
The Mirror Effect, AI Governance, Agentic AI, High Education Paul Gallacher 17/04/2026 The Mirror Effect, AI Governance, Agentic AI, High Education Paul Gallacher 17/04/2026

The Mirror Effect: How Generative AI Exposes the Proxy Architecture of Institutional Accountability

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