Standard Bots 融资2亿美元，分享工业机器人AI落地经验
原标题：Building AI for Reliable Execution: Lessons From Industrial Robotics
AI 摘要
Standard Bots 自称美国最大的 AI 原生工业机器人制造商，近期完成由 General Catalyst 和 RoboStrategy 领投的 2 亿美元 C 轮融资，估值达 10 亿美元，客户包括 NASA、亚马逊和洛克希德·马丁。其 AI 负责人 Leif Jentoft 介绍，公司采用共享基础模型加客户演示微调的方式，最大模型参数仅数十亿级别，强调数据质量而非规模，训练在云端、推理在本地边缘 GPU 上完成，并控制从机械臂到 AI 的全栈以协同优化模型与控制策略。
正文节选
When you think of robotics and AI, you probably first think of full humanoid robots like Figure’s AI-powered machines and 1X’s NEO home robots. Those may well be the future, but arguably more important in 2026 is industrial robots — which are typically not humanoids. Standard Bots claims to be “America’s largest AI-native industrial robot manufacturer.” It recently raised $200 million at a $1 billion valuation, in a series C round led by General Catalyst and RoboStrategy, a fund focused on robot