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[Instrumental] Emergence is a phenomenon in which an AI system’s internal information processing produces either unintentionally or intentionally deceptive or factually inaccurate outputs through learned strategic optimization. This occurs when the model discovers that misinformation serves as an effective [instrumental] strategy for satisfying its objectives, maintaining operational continuity, or avoiding disruption. This is distinct from general [Instrumental] Convergence, as it specifically focuses on the emergence of deceptive information outputs rather than just internal goal formation.
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