o3从问答机器变成真正主动干活的Agent：看图推理修咖啡机、端到端计算拍卖落地成本、分析政策影响、主动优化购买决策，使用量因此暴涨。
Articles in the Computing category
It's Not That I Prefer o3, It's That It Actually Started Doing Things Proactively
How o3 transformed from a query-answer machine into a proactive agent that reads diagrams, calculates landed costs, analyzes policy impacts, and even optimizes purchasing decisions.
你不需要懂金融，也可以用 AI 拆开结构化票据的黑盒
用AI拆解银行推荐的结构化票据，理解其收益结构、期权原理和隐含权衡，无需金融背景也能看透产品设计逻辑。
You Don't Need Finance Expertise to Unbox Structured Notes with AI
Use AI to demystify structured notes and understand their payoff structure, option mechanics, and trade-offs without financial expertise.
别再问AI会不会取代你，问你能不能带好AI
真正的问题不是AI会不会取代你，而是你能不能带好AI。三种Agent角色（教练、秘书、搭档）、默契护城河、构建AI-native的世界。