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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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Xing-Xing Yang

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#artificial intelligence Preprint Oct 2026

Readable Before Actionable: Causal Tracing of Indirect Prompt Injection

Indirect prompt injection causes LLM agents to follow commands embedded in external data. A probe may distinguish instructions from data without identifying a state edit that changes the next action. We study this gap through counterfactual role probes, component-wise activation patching, and separate interventions on...

Zhen-Qiang Yu, Wen-Peng Xing, Xing-Xing Yang et al. · 0 citations

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