Reported by Synced In multi-stage reasoning, local misjudgments can become premises for subsequent judgments and continue to influence later steps. This problem is particularly prominent in empathetic speech dialogue: perception, psychological-state inference, and response generation are closely interconnected, and early biases may ultimately lead to misunderstandings of the speaker’s needs and inappropriate responses. Even if the subsequent analysis is lo