LLMersion: A Local-First AI Agent Framework for Low-Cost Home Language Learning toward Educational Equity

Qiming Guo, Jinwen Tang, Xingran Huang +3

Artificial intelligence helps education most where an essential provision has been rationed by cost. For language learners that provision is a teacher's voice, which binds listenin…