Chad Liu@Chadlgg · 2026/08/26赛道影响@ArmenAgha Congrats on the release! Good to see a balanced approach to the data types in training. We specialize in customized teleoperation data for frontier labs, would love to chat if that is helpful.
AI：偏主题投资表达，释放对基础设施与新叙事的偏多信号。
Chad Liu@Chadlgg · 2026/08/26观点输出@AhmadBaracat not in london or zurich but we do operate a number of YAM arm operation stations to collect customizable data. wondering if there is any synergy.
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Chad Liu@Chadlgg · 2026/08/26观点输出@a_andlyu @pentestduck curious what you doing with them? we have quite a number of YAM operation stations for data collection. wondering if there is any synergy.
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Chad Liu@Chadlgg · 2026/08/11赛道影响A robot foundation model that learns a real scaling law from 1M hours of human video, then transfers to robots. A genuine milestone for physical AI.
Human video gives you breadth and scale cheaply, the priors, the diversity, the long tail. A powerful new axis. And it works precisely because it's paired with real robot demonstrations, the teleoperation data that provides the fidelity and grounding only on-robot collection can.
The winning data strategy is BOTH. Massive human video for pre-training, high-quality teleoperation on the target robot for the last mile. Whoever produces both at scale supplies the whole stack. Physical AI's data decade is here.
AI：偏主题投资表达，释放对基础设施与新叙事的偏多信号。
Chad Liu@Chadlgg · 2026/07/15赛道影响@svenwelly @polychain Exciting! Best of luck!
AI：偏主题投资表达，释放对基础设施与新叙事的偏多信号。
Chad Liu@Chadlgg · 2026/07/13观点输出great summary of robot companies in the bay area. Robotic is going through the pre-GPT moment
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Chad Liu@Chadlgg · 2026/07/07观点输出@rom1trs Motion
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Chad Liu@Chadlgg · 2026/06/25赛道影响@0xsamgreen @polychain @FTDA_US Congrats!
AI：偏主题投资表达，释放对基础设施与新叙事的偏多信号。
Chad Liu@Chadlgg · 2026/06/25观点输出@victorone111 Congrats!
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Chad Liu@Chadlgg · 2026/06/16观点输出@leomeethewoo Agree.
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
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