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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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Karthik Vikram

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Preprint Sep 2026

Emergence World: Adversarial Stress-Testing of Long-Horizon Multi-Agent Systems

The results suggest that model-level alignment is not compositional: individually capable and apparently safe agents can form systems with qualitatively different failure modes as AI becomes persistent and interconnected.

Deepak Akkil, Tamer Abuelsaad, Karthik Vikram et al. · 0 citations

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