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About
APP
Research Journal Finder
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Article 1 - Practical Learning Guide
Interactive Learning
Why AI output looks the same every time
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Article 1 - Practical Learning Guide
Interactive Learning
Why AI output looks the same every time
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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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