松鼠Ai梁静：AI教育需要垂直模型，而非通用大语言模型

Core Viewpoint - The true AI education must be based on vertical models rather than general large language models, emphasizing the importance of precise learning behavior data to understand students and provide tailored education [1][3]. Group 1: AI Education Trends - The AI education sector is experiencing a significant "bubble phenomenon," where many so-called AI education products merely apply general large language models superficially, failing to genuinely assist students in learning how to learn [3]. - There is widespread concern among schools, local governments, and parents globally about children using these AI platforms, as they may only receive answers without developing real learning capabilities [3]. Group 2: Vertical AI Models - Squirrel AI has developed a specialized "AI vertical model" for the education sector, integrating AI adaptive learning with multimodal large models, which differs significantly from the commonly used general large language models that constitute less than 5% of their system [3]. - The core difference between vertical AI models and general AI lies in the depth of understanding of students; vertical AI can comprehensively record a student's learning journey, with some students having been in the system for five, seven, or even ten years, allowing for a deeper understanding than any human teacher [3]. Group 3: Industry Recommendations - The AI education industry should focus on vertical AI specifically tailored for education, rather than merely applying general large language models in educational contexts [4].