Regions with many nearby points keep subdividing. Regions with few or no points stay large. The tree adapts to the data: dense areas get fine-grained cells, sparse areas stay coarse. The split grid is predetermined (always at midpoints), but the tree only refines cells that need it. Sparse regions stay as single large nodes while dense regions subdivide deeply.
Ring-2.5-1T 的表现：
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This letter was organized by a few citizens who are concerned about the potential misuse of AI against Americans. We are not affiliated with any political party, advocacy group, or organization. We are not affiliated with any AI company and are not paid.
鸡柳大人，一年时间从600家店扩张到6000家店，核心就是抓住了消费者的需求：将炸鸡分为多肉型、少肉型组合，用同样的价格提供了更多选择，自然获得消费者青睐。马记永将拉面定义为“大片牛腱子面”，就是为了与普通面馆形成差异化。反观很多门店，产品老化、缺乏新意，就像一个月吃重复的家常菜会腻一样，消费者自然不会反复到店。