集里怎么说它

• 《走进 Neros 无人机工厂：一年百万架的目标》(10:04起):本集说制造软件追踪各工位时间，找出「在哪些地方损失了时间？瓶颈在哪里？」来指导团队集中精力。
• 《Databricks CEO Ali:聚焦瓶颈、极度挑剔地招人、押注非共识》(09:48起):本集说公司失败通常源于一个重大瓶颈,CEO 应识别出它并把数量级级别的注意力、整个公司都压上去,做过头反而是好事,周期按年算,一年两三年。

① 提到它的金句

24 条

如果你只是加速系统的一个部分，你只会把瓶颈转移到另一个部分，而你实际的产品产出，即系统的产出也不会加速。
If you just accelerate one part of the system, you’re just going to move to the bottleneck to another part and your actual product output, the output of the system doesn’t accelerate, either.
—— Brian Balfour · [78:19]

指向原始笔记的链接

我认为对我们来说，设计实际上在公司里一直充当着瓶颈，这非常重要。事情必须经过设计批准才能发布，这是有意的。
I think for us, design actually has always operated as a bottleneck at the company, which is incredibly important. It’s intentional that things need to be approved by design to ship.
—— Evan Spiegel · [36:29]

指向原始笔记的链接

而如果你把任何一小群员工或任何一个人放在中间作为瓶颈，他们绝对会成为整个组织其余部分的瓶颈。
And if you place any small group of employees or any one person in the way as a bottleneck on this, they will absolutely bottleneck the whole rest of the organization.
—— Max Hodak · [11:59]

指向原始笔记的链接

就像 AI 编码变得如此之好，以至于几乎所有大多数公司的瓶颈都是市场营销，因为你最终会构建这么多功能，而你无法以同样的速度去营销它们，因为当时没有很多工具准备好做到这一点。
Like AI coding got so good that the bottleneck for pretty much most companies was marketing because you’d end up building so many features and you wouldn’t be able to market them at the same pace because there weren’t a lot of tools ready for that.
—— Shensi Ding · [39:06]

指向原始笔记的链接

告诉我你如何利用这项技术解决你现在面临的下游问题，消除那些已成为你新瓶颈的关卡，而以前那些瓶颈是写代码或其他事情。
Talk to me about how you can take this technology and solve those downstream problems that you’ve now got, unblock the gates that have become your new bottleneck that used to be coding at something else.
—— Dave Fletcher · [06:52]

指向原始笔记的链接

如果你搭建了基础设施，如果你收集了上下文，如果你开始积累代码审查如何为你自动化的经验，那才是你能获得 10 倍速度的地方，也就是你向你的 CEO 或你自己或你的开发者承诺过的速度，否则它就是一个瓶颈。
If you put the infrastructure, if you gather the context, if you start accumulating how code review can be automated for you, then that’s where you’re gonna get the 10x velocity that you’re being promising your CEO or yourself or your developers, because otherwise it’s a bottleneck.
—— Itamar Friedman · [15:59]

指向原始笔记的链接

我见过完全不懂 SQL 的用户——过去他们的请求会卡在「找一个懂数据、能为复杂查询写 SQL 的人」这个瓶颈上——而现在他们能直接向数据提问并获得答案。
So I’ve seen users who do not know any SQL, and essentially their requests in the past, we bottleneck to someone who knows data and can write SQL for complex queries, be able to just ask questions of the data and get answers.
—— Justin Joyce · [08:02]

指向原始笔记的链接

简而言之,代码评审现在成了我们遭遇的瓶颈。
So in short, code review is now the bottleneck that we are running into.
—— Will Bond · [01:16]

指向原始笔记的链接

但一切都有瓶颈,我认为持续扩展这个东西的主要瓶颈实际上是训练算力。
But everything has a bottleneck, and I think the main bottleneck on continuing to scale this thing is actually training compute.
—— Justin Johnson · [23:04]

指向原始笔记的链接

瓶颈最终转移到了验证这一侧，因此，我们没有办法大规模地衡量价值，并以同样的速度判断质量。
the bottleneck ends up shifting to the verification side, and thus, we don’t have a way to measure value at scale and to judge quality at the same speed.
—— Maximillian Piras · [12:20]

指向原始笔记的链接

我认为那时你应该识别出那个巨大的瓶颈是什么,然后把整个公司、你全部的注意力几乎极端地、以数量级级别的专注,全部放在这一个问题上。
And I think you should at that point identify what that giant bottleneck is and then focus the whole company in your all attention almost to an extreme, like orders of magnitude of attention and focus should just go to this one issue.
—— Ali Ghodsi · [09:53]

指向原始笔记的链接

现在，人类才是瓶颈，因为他们注意力有限，因为有这么多并行的工作在进行。
Now, humans are the bottleneck with their limited attention because so much parallel work is going on.
—— Dario Hamidi · [34:51]

指向原始笔记的链接

对于像 DoorDash 这样的市场平台来说,真正的瓶颈是语义理解。
In this case, for a marketplace like DoorDash, the real bottleneck is semantic understanding.
—— Raghav Saboo · [00:53]

指向原始笔记的链接

但我们今天要谈的是,为什么我们是瓶颈,以及为什么我们不必是。
But we’re here to talk about why we’re the bottleneck and why we don’t have to be.
—— Ido Salomon · [00:33]

指向原始笔记的链接

模型从来都不是真正的瓶颈,围绕模型的判断力才是。
So the model was never really the bottleneck. The judgment around the model is.
—— Andrew Orobator · [03:12]

指向原始笔记的链接

正如约束理论、《目标》的作者、《凤凰项目》灵感来源的 Ellie Goldratt 会告诉我们的那样：在非瓶颈环节节省的一小时是毫无价值的。
And as Ellie Goldratt from the theory of constraints and the goal and inspiration for the Phoenix project would tell us that an hour saved on something that isn’t the bottleneck is worthless.
—— Justin Reock · [16:09]

指向原始笔记的链接

另一部分，我认为这对 AI 实验的递归自我改进同样成立：当驱动实验的思考的智能水平越来越高、而实验因此成为瓶颈时，我认为我们会做更多的思考。
The other part there, and I think this is true of RSI for AI experiments as well, is as our intelligence levels on the thinking that then drives that experiment gets higher and higher, And as that experiment therefore becomes the bottleneck, I think we do more thinking.
—— Walter Goodwin · [26:57]

指向原始笔记的链接

审查和验证现在成了新的瓶颈。
And review and verification is now the new bottleneck.
—— Gabriel Spencer-Harper · [01:57]

指向原始笔记的链接

但一旦让智能体撞上这个，你有 10 个、20 个智能体在运行并撞上同一个瓶颈，你 CI-CD 中任何缓慢的部分都会被复合放大。
But once you hit that with agents, you have 10 agents, 20 agents running and hitting the same bottleneck, any slow part of your CI-CD will compound.
—— Harald Kirschner · [07:24]

指向原始笔记的链接

如果你想要在规模化下交付更好的客户体验，你就不能成为良好客户体验的瓶颈。
If you want to deliver a better customer experience at scale, you can’t be the bottleneck to having a good customer experience.
—— Matt Lawler · [04:07]

指向原始笔记的链接

随着我们向前走，因为每一次我看到 AI 出现阶跃式改进，我都会看到涌现出一个瓶颈，那是人类的瓶颈。
As we move forward, because every single time I’ve seen a step function improvement in AI, I’ve seen a bottleneck that’s emerged that’s a human bottleneck.
—— Jeetu Patel · [09:42]

指向原始笔记的链接

每当你拥有让某件事变容易的技术，那就意味着瓶颈转移到了别的地方。
Whenever you have the technology to make something easy, that means the bottleneck moves somewhere else.
—— 嘉宾 · [00:17]

指向原始笔记的链接

任何你没有优化的东西，之后都会成为你的瓶颈。
Anything that you don’t optimize will later become your bottleneck.
—— Owen He · [09:56]

指向原始笔记的链接

我们其实不认为瓶颈在于产出更多代码。
We actually don’t think the bottleneck is in producing more code.
—— Arvind Srinivas · [42:38]

指向原始笔记的链接

② 出现在这些集

2 集

• 《走进 Neros 无人机工厂：一年百万架的目标》 — 作为概念
• 《Databricks CEO Ali:聚焦瓶颈、极度挑剔地招人、押注非共识》 — 作为概念

③ 关联

点进去有真内容 —— 本页主要出口

Sorin · Ali Ghodsi · Neros · Databricks · Anduril · Snowflake · 无人机 · Lakehouse · 垂直整合 · Apache Spark