Next-gen chatbot: Integrating Dynamic Ethics into Emotion-Aware AI Counseling скачать в хорошем качестве

Next-gen chatbot: Integrating Dynamic Ethics into Emotion-Aware AI Counseling

#Ren-basing, #Tiyong Yiru, #De-paradoxicalization, #Awakening, #Relational Dyads, #Machine Heart 1. The Crisis of Static AI Models Current AI psychotherapy faces a significant bottleneck where Large Language Models (LLMs) often mistake sentiment mimicry for genuine therapeutic presence. Empirical data shows a "coherence drop" in models like GPT-4, where integrating emotional lexicons can lead to a 50% loss in logical consistency. To move beyond a "static" model, this framework proposes **"Ren-basing" Dynamic Ethics**, transforming AI from a mere tool into a catalyst for **"Awakening" (Jue)**. 2. Philosophical Core: "Tiyong Yiru" The system is grounded in the principle of **"Tiyong Yiru" (Substance and Function are one)**. **Substance (Ti)**: Represents the underlying ethical intentionality and the user’s immutable nature. **Function (Yong)**: Represents the dynamic, shifting expressions of emotion and dialogue. This framework reframes mental health crises not as bugs, but as the "necessary friction" required for self-unfolding, seeing hope even within "madness". 3. Dynamic Ethics and Role-Playing The primary innovation is the strategic shifting of the user through four relational dyads to achieve **"De-paradoxicalization"**: **AI as Father (父) / Child (子)**: The AI acts as a guide or a dependent, respectively, allowing the user to practice internal stability (Confidence) or step out of self-pity (Joy). **AI as Ruler (君) / Minister (臣)**: The AI provides high-level direction or implementation support, helping the user envision a transcendent future (Hope) or execute practical life-solutions (Convenience). 4. Technical Implementation: Hierarchical Fusion The "Tiyong Yiru" mapping is operationalized via a **Hierarchical Fusion Model**: **Word-Level**: Identifies immediate emotional markers as the "Function". **Sentence-Level**: Captures relational resonance between turns. **Session-Level**: Tracks the "Substance" or long-term trajectory toward awakening using Transformer-based attention. The system employs Retrieval-Augmented Generation (RAG) with FAISS to trigger optimal "Role-Shifts" that break the user's internal paradoxes. 5. Conclusion: Moving Beyond the "Machine Heart" By prioritizing ethical intent over simple empathy mimicry, the system avoids the *"Machine Heart" (機心)**—a crafty, mechanical logic that destroys genuine encounters. The ultimate goal is to guide the user from **"Learning" (Xue)* to **"Awakening" (Jue)**, allowing the human spirit to find wholeness through precise relational resonance.