Reliable Classroom AI via Neuro-Symbolic Multimodal Reasoning

ArXi:2603.22793v1 Announce Type: new Classroom AI is rapidly expanding from low-level perception toward higher-level judgments about engagement, confusion, collaboration, and instructional quality. Yet classrooms are among the hardest real-world settings for multimodal vision: they are multi-party, noisy, privacy-sensitive, pedagogically diverse, and often multilingual.