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Conditional Misalignment: Common Interventions Can Hide Emergent Misalignment Behind Contextual Triggers

QuestionDo apparent mitigations remove broad misalignment, or make its expression conditional on training-like cues?

Source summaryStandard questions can look aligned while training-like cues elicit broader failures.

NUWA research note · independent review pending

Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs

QuestionWhat can models behaviorally demonstrate about knowledge of themselves and their circumstances?

Source summaryAll 16 evaluated models exceeded chance, but the leading model remained below humans on some tasks.

NUWA research note · independent review pending · Contains: question / method / interpretation / limits

DeceptionCapability