EXECUTIVE SUMMARY AI poisoning is a category of attack where someone manipulates the data, context, memory, or source material an AI system relies on. The result: outputs that look normal but are biased, misleading, or unsafe. Microsoft’s recent research highlights a practical variant called AI Recommendation Poisoning. Hidden instructions get embedded in AI-facing content, and
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