Who is supplying embodied data to OpenAI?
谁在给OpenAI供应具身数据？
The article explores how Maxinsights has become a core data supplier for leading Physical AI companies such as OpenAI and Google DeepMind. Maxinsights provides high-quality datasets for robot training through large-scale collection and processing of first-person perspective data, achieving scalable delivery across multiple domains. Its business model has shifted from project-based to infrastructure development, highlighting its significant role in the Physical AI data ecosystem.
Source: QbitAI — Robotics on WeChat · Read original article ↗
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What the source reports
Publisher-reported claims, with original evidence. These results have not been independently verified by RoboSignal.
Reported numbers
unique_elapsed_hours
2,000,000 hours
View original evidence
今天咱就好好盘一盘～ 200万小时交付，挤进全球Physical AI核心供应链 说实话，真不怪这两年Physical AI对规模化Egocentric Data的需求猛猛猛涨。
Open source S9unique_elapsed_hours
1,500,000 hours
View original evidence
（doge） 光是最核心的数据家底，这公司就已经猛卷到了「百万小时」的量级—— 单单向客户交付的数据就超过 200万 小时，此外还拥有 150万 小时以上带有手部追踪和语言标注的数据。
Open source S14unique_elapsed_hours
450,000 hours
unique_elapsed_hours
>50,000
unique_elapsed_hours
1,000,000 hours
unique_elapsed_hours
1,000 hours
View original evidence
结果还真让它摸出了一条Scaling Law，当预训练数据从1000小时一路增加到100万小时，Dyna-2对人类动作的 预测均方误差降低约12% 。
Open source S22unique_elapsed_hours
1,000,000 hours
- paper: not_reported
Source excerpts and review record
Automatically extracted; no manual editorial approval recorded.
今天咱就好好盘一盘～ 200万小时交付，挤进全球Physical AI核心供应链 说实话，真不怪这两年Physical AI对规模化Egocentric Data的需求猛猛猛涨。
Open source S9
（doge） 光是最核心的数据家底，这公司就已经猛卷到了「百万小时」的量级—— 单单向客户交付的数据就超过 200万 小时，此外还拥有 150万 小时以上带有手部追踪和语言标注的数据。
Open source S14
月采集产甚至达到了 45万 小时，全球采集网络铺进了 2000 多个真实环境，覆盖足足 50000 多个场景。
Open source S15
Dyna Robotics当时用100万小时人类第一人称视频预训练，让机器人学习真实世界的物理交互规律。
Open source S21
结果还真让它摸出了一条Scaling Law，当预训练数据从1000小时一路增加到100万小时，Dyna-2对人类动作的 预测均方误差降低约12% 。
Open source S22
结果谁成想呢，Dyna-2这100万小时预训练数据的背后最大供应商不是哪家大厂，正是 Maxinsights 。
Open source S24
Source：QbitAI — Robotics on WeChat · mp.weixin.qq.com