AI 收据管理工具 OnTheRice 发布，通过错误学习优化功能
I built an AI that keeps receipts. The mistakes became the useful part
朋友开发了个叫 OnTheRice 的 AI 收据管理工具，发现它识别错误时反而能收集到有用信息，用来优化系统，挺有意思的。
作者开发 OnTheRice AI 收据管理工具，测试中发现其错误识别的收据信息反而成为有价值的数据，帮助改进系统。
该工具能自动处理收据，但初期错误率较高，通过分析错误数据提升准确率。作者分享开发过程中的具体发现，说明如何利用 AI 错误来优化应用。
I built an AI that keeps receipts. The mistakes became the useful part
AI is remarkably good at producing answers. It is even better at sounding certain. Ask a difficult question and, within seconds, a system can gather information, connect ideas and return a polished explanation. Yet a harder question arrives later: what happens when reality proves the answer wrong? I met that problem while building OnTheRice, a […] The post I built an AI that keeps receipts. The mistakes became the useful part appeared first on e27 .
本条情报归属 AITOP「技巧」核心栏目，重点聚焦北美前沿实验室与硅谷科技巨头。在跨区域产业观察坐标中，该动态直接关联「AI 开发者工具链、Coding Agent 与工程化实践」「中美大模型技术代差与商业化对照」研究主线，反映出当前技术演进与商业落地的最新风向。涉及核心实体与技术议题包括：OnTheRice、提示词工程、AI错误，读者可通过下方标签进入对应专题页查阅历史脉络与关联对比。
信源核验说明：本文原始线索采编自「e27」（@Faheem Aizat Kamsan），经 AITOP 多维评分管线结构化提炼。
