Persona-based tutoring — tutors with persistent identity and social presence — is explored in persona-based-tutoring, nie-personavlm-long-term-personalization-2026, social-robot-study-companions, and kutti-ai-voice-first-learning-companion: stable personas improve rapport and engagement but raise deception and attachment questions (affective-computing, ethics).
Related Pages
- special-r1-rl-special-education — links here