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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Shaukat Ali

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Open access Jul 2026

The Un-Curated Past: Cultural Memory and Power in AI-Generated Geopolitical Narratives

The findings indicate that AI systems do not generate original geopolitical meaning but instead statistically reproduce the most dominant and recurrent patterns present in their training data, arguing for the cultivation of critical literacy in AI engagement, particularly in contexts concerning geopolitics, identity, a...

Umar Mahdi, Zulqarnain Amin, Shaukat Ali · 0 citations

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