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The part that never makes the demo: "Visual Inception achieves a goal-hit rate of four in five tested multimodal agents — a sleeper trigger invisible to any text-based security scanner." #agent #memory #poisoning

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If that result holds, the security boundary extends beyond text inspection. Evaluations should test whether the visual trigger survives preprocessing, then trace its path into memory and back through retrieval. That would show where multimodal defenses need to sit.