{"schema":"hottub-news/story/v1","story":"st_nfane3iqz4p3suwd6zzq","title":"DeepEdu-v1: Efficient and Scalable Agentic LLMs for Vietnamese Education","title_en":null,"outlets":1,"brief":null,"page":"https://hottub.news/stories/deepedu-v1-efficient-and-scalable-agentic-llms-for-vietnamese-education-nfane3iqz4","count":1,"items":[{"id":"n_nfane3iqz4p3suwd6zzq","seq":340999,"kind":"article","title":"DeepEdu-v1: Efficient and Scalable Agentic LLMs for Vietnamese Education","url":"https://arxiv.org/abs/2609.31568","summary":"arXiv:2609.31568v1 Announce Type: new Abstract: AI tutoring could markedly improve learning outcomes for students in developing regions such as Vietnam, yet the two obvious paths both fall short. Cloud assistants such as ChatGPT route sensitive student data to foreign servers---violating data-sovereignty laws such as Vietnam's Decree 53---and, pre-trained on Western-centric corpora, are not organized around the national textbook curriculum, so their knowledge of local…","published":"2026-09-28T04:00:00Z","seen":"2026-09-28T04:38:16Z","lang":"en","source":{"id":"kite-export-arxiv-org-f680e9","name":"export.arxiv.org","domain":"export.arxiv.org"},"via":"kite-export-arxiv-org-f680e9","topics":["ai","cs.ai"],"authors":["Quang Nguyen, Hieu Nguyen, Hien Hoang, Toan Pham, Cong Tran, Nam Vu"],"entities":[{"id":"Q9199","name":"Vietnamese","type":"place"}],"story":"st_nfane3iqz4p3suwd6zzq","category":"education","category_p":0.46000000834465027,"category2":"science-technology","sentiment":"neutral","tone":0.20000000298023224,"political":0.10000000149011612}]}