与此同时，底层基座的门槛正在被巨头强行拉低。阿里千问 Qwen 3.5 的 API 价格已经杀到了每百万 Token 仅 0.8 元，且极有可能在开源社区并入原生的 VLM（视觉语言模型）架构；蚂蚁、阶跃星辰等公司也纷纷开源核心模型。
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Unfortunately, when modernizing such a system we need to understand the codebase and all requirements (not only initial requirements, but also actual behaviors not documented anywhere). This process will allow us to build a list of the Responsibilities the application fulfills.