家办用AI：多用“软面向”与任务拆解，少用自写程式
Family Wealth Report · 2026-10-13
纽约Circulus家族峰会上，业者建议家办把AI用于家族治理与使命宣言等软性工作，以递回拆解处理复杂任务，避免自行“氛围写程式”打造CRM等系统，以免出错或泄漏敏感资料。
学习单字
- vibe coding用自然语言让AI生成程式、自己不细究程式码的开发方式
- recursive decomposition递回拆解，把任务层层切成子任务再组合
- bottleneck瓶颈、限制因素
Family offices and AI: more 'soft side' and decomposition, less 'vibe coding'
At the Circulus Family Summit in New York, executives urged family offices to apply AI to governance and mission statements, break complex work into subtasks via recursive decomposition, and avoid home-built 'vibe coded' systems such as CRMs that can mishandle edge cases and sensitive data.