加州金融监管机构用光纤切割部署欺诈AI，马士基靠10万次修正提升代理质量
加州金融监管机构部署了基于光纤切割的欺诈检测AI系统，其初始版本在实时数据上运行两小时后崩溃。马士基运行200多个代理实例处理航运系统，质量来自9个月内10万次专家修正而非更大模型。千禧资本每评估10-15个供应商仅选择2-3个演示，约5%的演示转化为合同。
Today's videos, in five facts: - California's financial regulator runs fraud AI behind a fiber opti...
Today's videos, in five facts: - California's financial regulator runs fraud AI behind a fiber optic cable cut in half. One side receives, there is no laser on the other. The first version collapsed in two hours on live data - Maersk runs over 200 agent instances against shipping systems whose SOPs were screenshots. The quality came from 100,000 expert corrections in nine months, not a bigger model - Millennium looks at 10 to 15 vendors per pain, takes two or three demos, runs zero or one pilot. About 5% of demo calls become a contract. Pilots that ran six months now run two weeks - An agent calls refund and the request times out. Did the money go out? A timeout means unknown. An agent's first instinct is to retry anyway - Box shipped agentic search on a Tuesday and started rebuilding it on Wednesday. Agent infrastructure has a half life measured in months Watch the AI-Native Enterprises playlist: youtube.com/watch?v=sM1iYg… 💬 0 🔄 1 ❤️ 1 👀 413 📊 1 ⚡