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arxiv: 2606.18030 · 2 revisions

ParaTutor: Coordinating Parent and Child Math Tutoring through Role Separated LLM Scaffolding

1. 2026-07-15 CONDITIONAL MODERATE v1.1.0-grok45 novelty 6.0
   27030 ms 26393 in 3135 out 2026-07-15T10:42:36.057715+00:00
2. 2026-06-26 UNVERDICTED LOW v0.9.1-grok novelty 6.0
   32099 ms 5795 in 1084 out 2026-06-26T22:50:48.299467+00:00