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Tongji University
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Ada reveals the intricate decision-making processes of software engineering agents, transforming raw trajectory data into actionable insights about their behavior.
Despite its smaller size, Qwen3-8B, when guided by a novel "Think Thrice Before You Speak" framework, achieves superior performance to GPT-5 in predicting desires, beliefs, and persuasive strategies within persuasive dialogues.
Instead of passively transcribing doctor-patient dialogues, this system actively models what's known, what's missing, and what questions to ask next, paving the way for more intelligent EMR systems.
