Proposed CSED Paradigm for Longitudinal Emotional Dialogue Research
July 29, 2026
Capability-Sustaining Emotional Dialogue (CSED) shifts emotional AI research from immediate empathetic response to sustaining user coping and regulation capacities over time. The paradigm introduces new frameworks for data, system design, and evaluation focused on repeated interaction cycles.
HOW THIS AFFECTS YOU
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researcherYou can use this framework to evaluate models based on long-term user impact rather than single-turn sentiment accuracy.