Maxinsights supplies Egocentric data to OpenAI and other Physical AI firms
Overview
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.
From QbitAI — Robotics on WeChat
Event evidence and corrections
1 attributed source owners. Ownership does not establish independent confirmation. Quantities are reported separately and are never added together.
Reported quantity · unique_elapsed_hours: 2000000 hours · Basis not reported · Differing source assertions
“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。”
Exact source · revision 1qbitai
Reported quantity · unique_elapsed_hours: 1500000 hours · Basis not reported · Differing source assertions
“（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。”
Exact source · revision 1qbitai
Reported quantity · unique_elapsed_hours: 450000 hours · Basis not reported · Differing source assertions
“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。”
Exact source · revision 1qbitai
Reported quantity · unique_elapsed_hours: 50000 other · Basis not reported · Differing source assertions
“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。”
Exact source · revision 1qbitai
Reported quantity · unique_elapsed_hours: 1000000 hours · Basis not reported · Differing source assertions
“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。”
Exact source · revision 1qbitai
Reported quantity · unique_elapsed_hours: 1000 hours · Basis not reported · Differing source assertions
“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% 。”
Exact source · revision 1qbitai
Reported quantity · unique_elapsed_hours: 1000000 hours · Basis not reported · Differing source assertions
“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 。”
Exact source · revision 1qbitai
Evidence dependency changes (3)
- 2026-10-30T21:29:51.941Z · evidence updated · source revision 1. Evidence extraction was updated; current source attributions are shown above.
- 2026-10-30T20:49:08.781Z · evidence updated · source revision 1. Evidence extraction was updated; current source attributions are shown above.
- 2026-10-30T20:48:55.549Z · evidence updated · source revision 1. Evidence extraction was updated; current source attributions are shown above.
Report timeline
Follow attributed reports and material updates.
- QbitAI — Robotics on WeChatSignalWho is supplying embodied data to OpenAI?
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.
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