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机器人 (robotics)

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机器

机器人 (robotics)

概念
本站收录 14 集 · 17 条金句 · 关联 10 个

集里怎么说它

① 提到它的金句

17 条

实际上我们对机器人和自动驾驶的关注比人们以为的要早得多，从 2018 年就开始了，那时还不明显自动驾驶和机器人会成为一股潮流。
Yeah, we’ve actually been looking into robotics and autonomy probably much longer than people thought, like since 2018, actually, back when it wasn’t obvious autonomy and robotics was going to be a thing.
—— 嘉宾 · [07:26]

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如果机器人要做我们今天与这些公司正在做的事情，那么每一栋建筑都需要是 3D 打印的或者是完全标准化的。
If robotics is going to do what we’re doing with these companies today, every single of those buildings need to be either 3D printed or completely standardized.
—— Melisa Tokmak · [11:45]

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他们给它大约一百万小时的真实世界视频,然后只需要 62 小时的真实机器人数据,就能实际控制一个真实的机器人。
They gave it about a million hours of real-world videos, and then all it took is 62 hours of real robotics data to actually control a real robot.
—— Rafael Levi · [06:17]

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我们意外地创造了一个机器人领域最先进的模型——仅仅通过扩展视频模型。
we accidentally created a state of the art model for robotics. By just scaling video models.
—— Anastasis · [56:05]

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Frontier 实验室内部以及机器人基础模型公司之间存在某种共识，那就是我们将在未来两年内甚至更早拥有通用机器人。
There’s some consensus within the Frontier Labs and also in the Robotics Foundation models companies that will have general-purpose robots within the next two years or even earlier.
—— Jay · [26:32]

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所以对我而言，就是，好吧，为什么不直接构建一个非常好的基础 LLM，然后用它来控制机器人，而不是训练一个专门面向机器人、更依赖于纯机器人数据的模型。
And then so to me, it’s like, okay, why not just build a really good foundational LLM and then use that to control robots rather than training like a model that’s specifically for robotics and that’s more dependent on just robot data.
—— Ham · [06:52]

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而且我可以用真正的编程智能体取代整个机器人学领域。
And I can displace all of robotics with actual coding agents.
—— Francois · [09:04]

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我不认为价值会持续累积到 AI 和机器人技术上。
I don’t think the value is going to keep accruing to the AI and to the robotics.
—— Sean · [13:30]

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而从长远来看，真正会被商品化的反而是这些增长极快的 AI 公司和机器人技术，因为在公司之间、甚至在个人层面复制它们的内部成本会变得如此之低。
And long term, it’s actually these super fast growth AI companies and robotics that end up commoditized by how low the cost becomes to replicate them internally across companies and for individuals even.
—— Sean · [13:47]

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但机器人技术会有属于它的 ChatGPT 时刻。
But we will have a ChatGPT moment for robotics.
—— David George · [32:17]

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AI 和机器人是你唯一的出路。
AI and robotics is your only play.
—— Reid Hoffman · [21:14]

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而这也许是机器人领域工作最令人兴奋的部分之一，就是这个领域还很早期，配方还没有稳定下来。
And this is maybe one of the most exciting parts of working in robotics is that it is still very early that the recipes haven’t stabilized.
—— Kirthana Gopalakrishnan · [74:14]

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我认为机器人领域的数据质量是一个非平稳问题，意思是对你的模型来说什么是高质量数据是随时间变化的。
I think data quality in robotics is a non-stationary problem in the sense that what is high quality data for your model changes over time.
—— Jason Ma · [09:41]

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我把这看作是机器人版的基于人类反馈的强化学习。
I think of this as the robotics version of reinforcement learning from human feedback.
—— Jason Ma · [31:31]

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那就是，说到底，扩展是行得通的。但在机器人学中，扩展以及如何扩展要难得多，因为没有互联网。
which is like, at the end of the day, scaling will work. But in robotics, to scale and how to scale just much harder because there is no internet.
—— Jason Ma · [42:38]

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我觉得机器人的公司坟场很大。而且我觉得它们每家都有非常闪亮、非常酷的机器人。
I think there’s a whole graveyard of robotics company. And I think all of them had very shiny, very cool robots.
—— Jason Ma · [53:49]

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真正做得好的团队，是那些拥有软件开发体验的团队，或者把机器人当作软件问题而不是硬件问题来思考的团队。
The teams that are actually really doing well are ones that have a software development experience or are thinking about them as a software problem, not necessarily as a hardware problem in robotics.
—— 嘉宾 · [17:39]

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