Kazakhstan AI in Schools: Linguistic Barriers & KazLLM Doubts

Kazakhstan plans to launch an AI program in schools, but faces significant challenges with its own state language. The national language model, KazLLM, developed for 3.9 billion tenge, is described as essentially a fine-tuned version of Meta’s Llama model, not an original Kazakh AI. A startup claims similar results can be achieved for just 5,000 tenge. What's interesting is that the Kazakh language struggles as a "language of translation," with laws and official documents often drafted in Russian and then poorly translated. This issue has persisted for 35 years of independence. The upcoming September 2026 pilot of AI in 500 schools, especially for 70% of Kazakh-medium students, is at high risk. Without a strong scientific vocabulary in Kazakh, teaching AI could lead to misunderstandings. This situation highlights fundamental linguistic barriers that decades of policy have not fixed.