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Personal agents mistakenly execute unacknowledged proposals as instructions, even with perfect user memory, due to a fundamental lack of "grounding awareness."
Current multimodal conversational models miss critical emotional cues, revealing a significant gap in their ability to engage in nuanced human-like dialogue.