Tutor Intelligence 宣布完成 7500 万美元 B 轮融资，由 a16z 领投，USV 和 neo 参投，用于加速前沿模型训练、机器人制造和行业部署。公司披露站点数量约为一年前的 4 倍，今年近三分之一部署来自老客户复购，目标是 2027 年底在约机器人超过 1000 台。
AI 生成摘要 · 以原文为准
Tutor Intelligence co-founder and CEO Josh Gruenstein is putting AI robots to work in American factories and warehouses, taking on the back-breaking jobs they can't hire for.
Tutor builds its robots in Massachusetts and charges by the hour, with no upfront cost. When the AI gets stuck, a human "tutor" takes over and teaches it the task, creating training data along the way.
Josh joins a16z's Martin Casado and Raghu Raghuram to discuss how Tutor goes from a first sales call to a working robot in about three months, why so many robot startups died building for a single customer, why anyone will be able to start a business in the physical world, and a whole lot more.
0:50 Deploy robots, then build the data
2:50 Why smart robots aren't enough
4:38 The ultimate systems problem
6:45 Why robot companies go vertical
9:07 How remote humans tutor robots
11:00 Will robots outgrow their tutors?
14:54 How AI labs sped up robotics
16:57 Meet Cassie and Sonny
20:55 What factory work actually looks like
23:18 A robot for $16 an hour
25:51 When robots become coworkers
29:04 Why robot startups keep dying
31:21 When 1% cheaper flips a market
34:52 Robots cost more to run than to buy
38:18 China's automation bet may backfire
42:02 Real-world RL on a 100-robot fleet
YouTube: https://youtu.be/lXkjXSul6yg
@joshgruenstein @tutorintel @martin_casado @RaghuRaghuram
We raised a $75M Series B to deploy intelligent robots now, led by @a16z, with participation from @usv and @neo. @tutorintel robots work real jobs across the United States, directed by human “tutors” and the foundation models we’ve trained on the work done. This round accelerates frontier model training, robot manufacturing, and deployment into industry. We’re in almost 4x as many sites as a year ago; nearly a third of this year’s deployments went to existing customers coming back for more; and we’re on track to have more than 1,000 robots under contract by the end of 2027. Our mission is to proliferate robotics for the common good. If you want to make robots reliably do things others think are impossible, for people who’ve never had access to this technology, join us.在 X 查看被引用的帖子
来源：a16z · x.com